ConferenceJ Appl Clin Med Phys · January 2025
BACKGROUND AND PURPOSE: To describe the clinical commissioning of an in-house artificial intelligence (AI) treatment planning platform for head-and-neck (HN) Intensity Modulated Radiation Therapy (IMRT). MATERIALS AND METHODS: The AI planning platform has ...
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Journal ArticlePhys Med Biol · November 14, 2024
Objective.Artificial intelligence (AI) based treatment planning tools are being implemented in clinic. However, human interactions with such AI tools are rarely analyzed. This study aims to comprehend human planner's interaction with the AI planning tool a ...
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Journal ArticlePrecision Radiation Oncology · September 1, 2024
Background: Nanosecond pulsed electric fields (nsPEF)-based electroporation is a new therapy modality potentially synergized with radiation therapy to improve treatment outcomes. To verify its treatment accuracy intraoperatively, electroacoustic tomography ...
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Journal ArticlePhys Med Biol · July 17, 2024
Objective.This study aims to develop a fully automatic planning framework for functional lung avoidance radiotherapy (AP-FLART).Approach.The AP-FLART integrates a dosimetric score-based beam angle selection method and a meta-optimization-based plan optimiz ...
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Journal ArticleMed Phys · June 2024
Use of magnetic resonance (MR) imaging in radiation therapy has increased substantially in recent years as more radiotherapy centers are having MR simulators installed, requesting more time on clinical diagnostic MR systems, or even treating with combinati ...
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Journal ArticleInt J Radiat Oncol Biol Phys · May 1, 2024
Deep learning neural networks (DLNN) in Artificial intelligence (AI) have been extensively explored for automatic segmentation in radiotherapy (RT). In contrast to traditional model-based methods, data-driven AI-based models for auto-segmentation have show ...
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Journal ArticleExpert Systems with Applications · March 15, 2024
Delineation of prostate boundary is a critical procedure in multi-modal prostate registration and patient-specific anatomical modeling for surgical planning and image-guided biopsy of prostate cancer. Accurate segmentation of the prostate from medical tran ...
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Journal ArticleFrontiers in Physics · January 1, 2024
Head and neck (HN) cancers pose a difficult problem in the planning of intensity-modulated radiation therapy (IMRT) treatment. The primary tumor can be large and asymmetrical, and multiple organs at risk (OARs) with varying dose-sparing goals lie close to ...
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Journal ArticlePhys Med Biol · November 29, 2023
Radiation-induced acoustic (RA) imaging is a promising technique for visualizing the invisible radiation energy deposition in tissues, enabling new imaging modalities and real-time therapy monitoring. However, RA imaging signal often suffers from poor sign ...
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Journal ArticleBiomolecules · October 19, 2023
Background and Objective: Kidney ultrasound (US) imaging is a significant imaging modality for evaluating kidney health and is essential for diagnosis, treatment, surgical intervention planning, and follow-up assessments. Kidney US image segmentation consi ...
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Journal ArticlePhys Med Biol · October 27, 2022
Dose delivery uncertainty is a major concern in proton therapy, adversely affecting the treatment precision and outcome. Recently, a promising technique, proton-acoustic (PA) imaging, has been developed to provide real-timein vivo3D dose verification. Howe ...
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Journal ArticlePhys Med Biol · October 21, 2022
Objective. Deep learning (DL) models for fluence map prediction (FMP) have great potential to reduce treatment planning time in intensity-modulated radiation therapy (IMRT) by avoiding the lengthy inverse optimization process. This study aims to improve th ...
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Journal ArticleComput Methods Programs Biomed · June 2022
BACKGROUND AND OBJECTIVE: Accurate and robust prostate segmentation in transrectal ultrasound (TRUS) images is of great interest for image-guided prostate interventions and prostate cancer diagnosis. However, it remains a challenging task for various reaso ...
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Journal ArticleMed Phys · April 2022
BACKGROUND: Knowledge-based planning (KBP) is increasingly implemented clinically because of its demonstrated ability to improve treatment planning efficiency and reduce plan quality variations. However, cases with large dose-volume histogram (DVH) predict ...
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Journal ArticleJ Radiosurg SBRT · 2022
PURPOSE: The epidural space is a frequent site of cancer recurrence after spine stereotactic radiosurgery (SSRS). This may be due to microscopic disease in the epidural space which is underdosed to obey strict spinal cord dose constraints. We hypothesized ...
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ConferenceLecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics) · January 1, 2022
We attempted to investigate the Radiomic feature (RF) repeatability and its agreements across imaging modalities and head-and-neck cancer (HNC) subtypes via image perturbations. Contrast-enhanced computed tomography (CECT), CET1-weight, T2-weight magnetic ...
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Chapter · January 1, 2022
Intensity-modulated radiation therapy (IMRT), including its variations (e.g., IMRT, volumetric arc therapy (VMAT), and tomotherapy), is a widely used and critically important technology for cancer treatment. IMRT treatments rely heavily on planning experti ...
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ConferencePhys Med Biol · December 6, 2021
Objective:To design a deep transfer learning framework for modeling fluence map predictions for stereotactic body radiation therapy (SBRT) of adrenal cancer and similar sites that usually have a small number of cases.Approach:We developed a transfer learni ...
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Journal ArticleQuant Imaging Med Surg · December 2021
BACKGROUND: Stereotactic body radiation therapy (SBRT) for liver cancer has shown promising therapeutic effects. Effective treatment relies not only on the precise delivery provided by image-guided radiation therapy (IGRT) but also high dose gradient forme ...
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Journal ArticleQuant Imaging Med Surg · December 2021
Artificial intelligence (AI) refers to methods that improve and automate challenging human tasks by systematically capturing and applying relevant knowledge in these tasks. Over the past decades, a number of approaches have been developed to address differ ...
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Journal ArticleQuant Imaging Med Surg · December 2021
BACKGROUND: Artificial intelligence (AI) based radiotherapy treatment planning tools have gained interest in automating the treatment planning process. It is essential to understand their overall robustness in various clinical scenarios. This is an existin ...
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Journal ArticlePhys Med Biol · November 26, 2021
Purpose.We have previously reported an artificial intelligence (AI) agent that automatically generates intensity-modulated radiation therapy (IMRT) plans via fluence map prediction, by-passing inverse planning. This AI agent achieved clinically comparable ...
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Journal ArticleBiomed Phys Eng Express · November 12, 2021
Deep learning algorithms for radiation therapy treatment planning automation require large patient datasets and complex architectures that often take hundreds of hours to train. Some of these algorithms require constant dose updating (such as with reinforc ...
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ConferenceInternational journal of radiation oncology, biology, physics · November 2021
Purpose/objective(s)With many deep learning (DL) models being developed for clinical applications, it is important to understand their behavior and clinical consequence. This study aims to collect insights of the relationship between fluence map p ...
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Journal ArticleInternational journal of radiation oncology, biology, physics · November 2021
Purpose/objective(s)To develop a tutoring program to help physician and physics residents to learn pancreas stereotactic body radiation therapy (SBRT) treatment planning via carefully collected cases and a series of specially designed knowledge mo ...
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ConferenceInternational journal of radiation oncology, biology, physics · November 2021
Purpose/objective(s)Artificial intelligence (AI) driven tools have been maturing in automating the radiation treatment planning process. To prepare for clinical deployment of these tools, it is essential to understand their robustness in clinical ...
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ConferenceInternational journal of radiation oncology, biology, physics · November 2021
Purpose/objective(s)Applications involving AI and Machine Learning are rapidly improving our ability to plan treatments efficiently and effectively by aiding human planners and physicians during the iterative process of planning. These algorithms ...
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Journal ArticleMed Phys · June 2021
PURPOSE: To develop an artificial intelligence (AI) agent for fully automated rapid head-and-neck intensity-modulated radiation therapy (IMRT) plan generation without time-consuming dose-volume-based inverse planning. METHODS: This AI agent was trained via ...
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Journal ArticleInt J Radiat Oncol Biol Phys · March 15, 2021
PURPOSE: Pancreas stereotactic body radiation therapy (SBRT) treatment planning requires planners to make sequential, time-consuming interactions with the treatment planning system to reach the optimal dose distribution. We sought to develop a reinforcemen ...
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Journal ArticlePract Radiat Oncol · 2021
PURPOSE: This guideline reviews the evidence and provides recommendations for the indications and appropriate technique and dose of neoadjuvant radiation therapy (RT) in the treatment of localized rectal cancer. METHODS: The American Society for Radiation ...
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Journal ArticleAdv Radiat Oncol · 2021
PURPOSE: The machine learning-based automated treatment planning (MLAP) tool has been developed and evaluated for breast radiation therapy planning at our institution. We implemented MLAP for patient treatment and assessed our clinical experience for its p ...
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Journal ArticleAdv Radiat Oncol · 2021
PURPOSE: Treatment planning for pancreas stereotactic body radiation therapy (SBRT) is a challenging task, especially with simultaneous integrated boost treatment approaches. We propose a deep learning (DL) framework to accurately predict fluence maps from ...
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Journal ArticleFront Artif Intell · 2021
Treatment planning for prostate volumetric modulated arc therapy (VMAT) can take 5-30 min per plan to optimize and calculate, limiting the number of plan options that can be explored before the final plan decision. Inspired by the speed and accuracy of mod ...
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Journal ArticleMed Phys · December 2020
PURPOSE: There is a strong clinical need to evaluate different multi-criteria optimization (MCO) algorithms, including inverse optimization sampling algorithms and machine learning-based predictions. This study aims to develop and compare several interpola ...
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Journal ArticlePhys Med Biol · September 8, 2020
The purpose of this work was to develop a deep learning (DL) based algorithm, Automatic intensity-modulated radiotherapy (IMRT) Planning via Static Field Fluence Prediction (AIP-SFFP), for automated prostate IMRT planning with real-time planning efficiency ...
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Journal ArticleInt J Radiat Oncol Biol Phys · April 1, 2020
PURPOSE: To develop a tradeoff hyperplane model to facilitate tradeoff decision-making before inverse planning. METHODS AND MATERIALS: We propose a model-based approach to determine the tradeoff hyperplanes that allow physicians to navigate the clinically ...
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ConferenceCancer Research · February 15, 2020
AbstractObjectives: The machine learning (ML)-based automated treatment planning tool has been developed and evaluated for whole breast radiotherapy. This study implemented the tool in clinic and compared pl ...
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Journal ArticleFront Artif Intell · 2020
Purpose: Artificial intelligence (AI) employs knowledge models that often behave as a black-box to the majority of users and are not designed to improve the skill level of users. In this study, we aim to demonstrate the feasibility that AI can serve as an ...
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Journal ArticleFront Artif Intell · 2020
Purpose: Treatment planning for pancreas stereotactic body radiation therapy (SBRT) is a difficult and time-consuming task. In this study, we aim to develop a novel deep learning framework to generate clinical-quality plans by direct prediction of fluence ...
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ConferenceProceedings - 2019 IEEE International Conference on Bioinformatics and Biomedicine, BIBM 2019 · November 1, 2019
This study aims to demonstrate the feasibility of using a novel distance-based representation of 3D CT-scan images to train a deep learning model for dose predictions in radiation treatment planning. The distance representation is inspired by previous know ...
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Journal ArticleMed Phys · September 2019
PURPOSE: The purpose of this study is to develop an accurate and reliable dose volume histogram (DVH) prediction method for external beam radiation therapy plans with multiple planning target volumes (PTVs). MATERIALS AND METHODS: We present a novel DVH pr ...
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Journal ArticleJ Appl Clin Med Phys · August 2019
PURPOSE: To assess three advanced radiation therapy treatment planning tools on the intensity-modulated radiation therapy (IMRT) quality and consistency when compared to the clinically approved plans, referred as manual plans, which were planned without us ...
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Journal ArticleMed Phys · June 2019
PURPOSE: Intensity-Modulated Radiation Therapy (IMRT), including its variations (including IMRT, Volumetric Arc Therapy (VMAT), and Tomotherapy), is a widely used and critically important technology for cancer treatment. It is a knowledge-intensive technol ...
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Conference2019 Advances in Science and Engineering Technology International Conferences, ASET 2019 · May 14, 2019
Two photon dose computation engines based on pencil beam models were customized to meet the requirements of high conformity and fast computation for Volumetric Modulated Arc Therapy (VMAT) plans. The first model is designed to run through first VMAT iterat ...
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ConferenceTechnology in Cancer Research and Treatment · January 1, 2019
Knowledge models in radiotherapy capture the relation between patient anatomy and dosimetry to provide treatment planning guidance. When treatment schemes evolve, existing models struggle to predict accurately. We propose a case-based reasoning framework d ...
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Journal ArticleTechnol Cancer Res Treat · January 1, 2019
AIM: The aim of the study is to develop a geometrically adaptive and statistically robust plan quality inference method. METHODS AND MATERIALS: We propose a knowledge-based plan quality inference method that references to similar plans in the historical da ...
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ConferenceTechnology in Cancer Research and Treatment · January 1, 2019
Purpose: To optimize collimator setting to improve dosimetric quality of pancreas volumetric modulated arc therapy plan for stereotactic body radiation therapy. Materials and Methods: Fifty-five volumetric modulated arc therapy cases in stereotactic body r ...
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Journal ArticleTechnol Cancer Res Treat · January 1, 2019
PURPOSE: To develop an automated optimization program to generate optimal beam settings for whole-breast radiation therapy driven by clinically oriented goals. MATERIALS AND METHODS: Forty patients were retrospectively included in this study. Each patient' ...
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Journal ArticleFront Oncol · 2019
Purpose: To develop an automatic treatment planning system for whole breast radiation therapy (WBRT) based on two intensity-modulated tangential fields, enabling near-real-time planning. Methods and Materials: A total of 40 WBRT plans from a single institu ...
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Journal ArticleTechnol Cancer Res Treat · January 1, 2019
Knowledge models in radiotherapy capture the relation between patient anatomy and dosimetry to provide treatment planning guidance. When treatment schemes evolve, existing models struggle to predict accurately. We propose a case-based reasoning framework d ...
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Journal ArticleOral Oncol · October 2018
OBJECTIVES: To analyze the correlation between dose-volume-histograms (DVHs) with three patterns (edema, enhancement, and necrosis) of temporal lobe injury (TLI) in patients receiving intensity modulated radiation therapy (IMRT) for nasopharyngeal carcinom ...
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Journal ArticleMed Phys · October 2018
With the era of big data, the utilization of machine learning algorithms in radiation oncology is rapidly growing with applications including: treatment response modeling, treatment planning, contouring, organ segmentation, image-guidance, motion tracking, ...
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Journal ArticlePhys Med Biol · July 6, 2018
Beam angle configuration is a major planning decision in intensity modulated radiation treatment (IMRT) that has a significant impact on dose distributions and thus quality of treatment, especially in complex planning cases such as those for lung cancer tr ...
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Journal ArticleInt J Radiat Oncol Biol Phys · March 15, 2018
PURPOSE: To use knowledge-based planning (KBP) as a method of producing high-quality, consistent, protocol-compliant treatment plans in a complex setting of spine stereotactic body radiation therapy on NRG Oncology Radiation Therapy Oncology Group (RTOG) 0 ...
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Journal ArticleInt J Radiat Oncol Biol Phys · March 15, 2018
A substantial barrier to the single- and multi-institutional aggregation of data to supporting clinical trials, practice quality improvement efforts, and development of big data analytics resource systems is the lack of standardized nomenclatures for expre ...
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Journal ArticleFront Oncol · 2018
Knowledge-based planning (KBP) utilizes experienced planners' knowledge embedded in prior plans to estimate optimal achievable dose volume histogram (DVH) of new cases. In the regression-based KBP framework, previously planned patients' anatomical features ...
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Chapter · 2018
This book will bring the reader up-to-date with the state of the art in radiation dosimetry and best clinical practices using such advanced detectors. ...
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Journal ArticleMed Phys · November 2017
PURPOSE: The purpose of this study was to apply statistical metrics to identify outliers and to investigate the impact of outliers on knowledge-based planning in radiation therapy of pelvic cases. We also aimed to develop a systematic workflow for identify ...
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Journal ArticleInt J Radiat Oncol Biol Phys · June 1, 2017
PURPOSE: To provide a benchmark for seminal vesicle (SV) margin selection to account for intrafractional motion and to investigate the effectiveness of 2 motion surrogates in predicting intrafractional SV coverage. METHODS AND MATERIALS: Fifteen prostate p ...
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Journal ArticleJ Appl Clin Med Phys · September 8, 2016
The purpose of this work was to evaluate the potential of a new transmission detector for real-time quality assurance of dynamic-MLC-based radiotherapy. The accuracy of detecting dose variation and static/dynamic MLC position deviations was measured, as we ...
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Journal ArticleJ Appl Clin Med Phys · September 2016
The purpose of this work was to evaluate the potential of a new transmission detector for real-time quality assurance of dynamic-MLC-based radiotherapy. The accuracy of detecting dose variation and static/dynamic MLC position deviations was measured, as we ...
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ConferenceMed Phys · June 2016
PURPOSE: To develop a data-mining methodology based on quantum clustering and machine learning to predict expected dosimetric endpoints for lung SBRT applications based on patient-specific anatomic features. METHODS: Ninety-three patients who received lung ...
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Journal ArticleMed Phys · June 2016
PURPOSE: To create a model that will better predict the survival time for patients that were treated with stereotactic radiosurgery for brain metastases using a support vector machine regression model. METHODS: This study utilized data from 481 patients, w ...
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Journal ArticleMed Phys · June 2016
PURPOSE: To investigate the impact of outliers on knowledge modeling in radiation therapy, and develop a systematic workflow for identifying and analyzing geometric and dosimetric outliers using pelvic cases. METHODS: Four groups (G1-G4) of pelvic plans we ...
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Journal ArticleMed Phys · June 2016
Treatment planning is a central part of radiation therapy, including delineation in tumor volumes and critical organs, setting treatment goals of prescription doses to the tumor targets and tolerance doses to the critical organs, and finally generation of ...
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Journal ArticleMed Phys · June 2016
PURPOSE: To improve the robustness of a knowledge based automatic lung IMRT planning method and to further validate the reliability of this algorithm by utilizing for the planning of clinical cases with non-coplanar beams. METHODS: A lung IMRT planning met ...
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Journal ArticleMed Phys · June 2016
PURPOSE: To enable near-real-time (<20sec) and interactive planning without compromising quality for whole breast RT treatment planning using tangential fields. METHODS: Whole breast RT plans from 20 patients treated with single energy (SE, 6MV, 10 patient ...
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Journal ArticleRadiat Oncol · May 4, 2016
BACKGROUND: To establish the feasibility of the dosimetric compliance criteria of the RTOG 1308 trial through testing against Intensity Modulation Radiation Therapy (IMRT) and Passive Scattering Proton Therapy (PSPT) plans. METHODS: Twenty-six lung IMRT an ...
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Journal ArticlePhys Med Biol · September 21, 2015
An atlas-based IMRT planning technique for prostate cancer was developed and evaluated. A multi-dose atlas was built based on the anatomy patterns of the patients, more specifically, the percent distance to the prostate and the concaveness angle formed by ...
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Journal ArticlePhys Med Biol · June 21, 2015
Increased interest regarding sensitivity of pre-treatment intensity modulated radiotherapy and volumetric modulated arc radiotherapy (VMAT) quality assurance (QA) to delivery errors has led to the development of dose-volume histogram (DVH) based analysis. ...
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Journal ArticleMed Phys · June 2015
PURPOSE: To provide benchmark for seminal vesicles (SVs) margin selection to account for intra-fractional motion; and to investigate the effectiveness of two motion surrogates in predicting intra-fractional SV underdosage. METHODS: 9 prostate SBRT patients ...
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Journal ArticleMed Phys · June 2015
PURPOSE: To investigate the choice of fixed margin or online adaptation when treating intermediate-risk prostate cancer including seminal vesicles (SV) using stereotactic body radiation therapy (SBRT). METHODS: 9 prostate SBRT patients were retrospectively ...
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Journal ArticleMed Phys · June 2015
PURPOSE: There is growing recognition of need for increased clarity and consistency in the nomenclatures used for body and organ structures, DVH metrics, toxicity, dose and volume units, etc. Standardization has multiple benefits; e.g. facilitating data co ...
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Journal ArticleMed Phys · June 2015
UNLABELLED: The knowledge-based treatment planning automation has evolved from academic research from the clinical application with the involvement of the major industry TPS vendors. Previous work proved the concept that IMRT or VMAT plans can be designed ...
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Journal ArticleMed Phys · June 2015
PURPOSE: To develop and evaluate a model that predicts the dose volume histogram (DVH) of head and neck IMPT plans based on knowledge of prior plans. METHODS: Total of forty Head-Neck cancer patients underwent IMPT were used in the study. Using thirty pati ...
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ConferenceMedical Physics · June 2015
Purpose:We present a lung IMRT planning method which automatically determines both plan optimization objectives and beam configurations with non‐coplanar beams by analyzing patient‐specific anatomical information ...
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ConferenceMedical Physics · June 2015
Purpose:We present a novel method for generating a local segment of Pareto surface around the best achievable plan predicted by a knowledge model. This local‐MCO will provide an efficient method to enable clinical ...
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ConferenceMedical Physics · June 2015
Purpose:We present an implementation of the knowledge‐based planning method utilizing a rapid learning approach which enables the accurate evolution of models as new data are collected during daily clinical practi ...
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Journal ArticleJ Appl Clin Med Phys · March 8, 2015
A recent publication indicated that the patient anatomical feature (PAF) model was capable of predicting optimal objectives based on past experience. In this study, the benefits of IMRT optimization using PAF-predicted objectives as guidance for prostate w ...
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Journal ArticlePhys Med Biol · March 7, 2015
The selection of the incident angles of the treatment beams is a critical component of intensity modulated radiation therapy (IMRT) planning for lung cancer due to significant variations in tumor location, tumor size and patient anatomy. We investigate the ...
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Journal ArticlePhys Med Biol · March 7, 2015
Prediction of achievable dose distribution in spine stereotactic body radiation therapy (SBRT) can help in designing high-quality treatment plans to maximally protect spinal cords and to effectively control tumours. Dose distributions at spinal cords are p ...
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Journal ArticleJ Appl Clin Med Phys · January 8, 2015
The purpose of this study was to evaluate the effect of dose calculation accuracy and the use of an intermediate dose calculation step during the optimization of intensity-modulated radiation therapy (IMRT) planning on the final plan quality for lung cance ...
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Journal ArticleMed Phys · January 2015
PURPOSE: An important challenge facing online adaptive radiation therapy is the development of feasible and efficient quality assurance (QA). This project aimed to validate the deliverability of online adapted plans and develop a proof-of-concept online de ...
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Journal ArticleLecture Notes in Computational Vision and Biomechanics · January 1, 2015
Accurate dose predication is critical to spinal stereotactic body radiation therapy (SBRT). It enables radiation oncologists and planners to design treatment plans that maximally protect spinal cord while effectively controlling surrounding tumors. Spinal ...
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Journal ArticleJournal of Applied Clinical Medical Physics · January 1, 2015
A recent publication indicated that the patient anatomical feature (PAF) model was capable of predicting optimal objectives based on past experience. In this study, the benefits of IMRT optimization using PAF-predicted objectives as guidance for prostate w ...
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ConferenceIFMBE Proceedings · January 1, 2015
The purpose for this study is to develop robust and comprehensive knowledge models which can provide patient specific prediction of achievable dose distribution in radiation therapy plans for a wide range of cancer types. These models are useful tools to g ...
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ConferenceIFMBE Proceedings · January 1, 2015
We present an efficient knowledge based automatic beam configuration determination method by utilizing patient-specific anatomy and tumor geometry information and a beam bouquet atlas. The proposed technique is based on learning the relationship between pa ...
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ConferenceIFMBE Proceedings · January 1, 2015
The purpose of this study is to implement a rapid learning method to train the knowledge models to predict the organ-at-risk (OAR) dose sparing in radiation therapy (RT) based on an array of patient anatomical features. We also aim to establish the evaluat ...
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ConferenceProceedings of SPIE - The International Society for Optical Engineering · January 1, 2015
Infrared imaging fault detection which is treated as an ideal, non-contact, non-destructive testing method is applied to the circuit board fault detection. Since Infrared images obtained by handheld infrared camera with wide-Angle lens have both rigid and ...
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Journal ArticleMed Phys · June 2014
PURPOSE: To demonstrate an embedded tissue equivalent presage dosimeter for measuring 3D doses in moving tumors and to study the interplay effect between the tumor motion and intensity modulation in hypofractioned Volumetric Modulated Arc Therapy(VMAT) lun ...
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Journal ArticleMed Phys · June 2014
PURPOSE: Flattening-filter-free (FFF) beam mode offered on TrueBeam™ linac enables delivering IMRT at 2400 MU/min dose rate. This study investigates the benefit and delivery accuracy of using high dose rate in the context of prostate SBRT. METHODS: 8 prost ...
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Journal ArticleMed Phys · June 2014
Intensity modulated radiation therapy (IMRT) and Volumetric Modulated Arc Therapy (VMAT) offer the capability of normal tissues and organs sparing. However, the exact amount of sparing is often unknown until the plan is complete. This lack of prior guidanc ...
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Journal ArticleMed Phys · June 2014
PURPOSE: To investigate inter-fractional (inter-fx) and intra-fractional (intra-fx) seminal vesicle (SV) motion to determine motion management strategies for prostate SBRT. METHODS: 9 prostate SBRT patients (37Gy/5fx) were studied. All patients were implan ...
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Journal ArticleMed Phys · June 2014
PURPOSE: To establish and evaluate a prostate IMRT plan atlas to provide accurate dose guidance for dose-guided automatic planning (DAP) technique. METHODS: 25 prostate cancer patients treated with IMRT were studied. The anatomy of prostate cancer cases wa ...
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Journal ArticleMed Phys · June 2014
PURPOSE: The quality and efficiency of radiotherapy treatment planning are highly planer dependent. Previously we have developed a statistical model to correlate anatomical features with dosimetry features of head and neck Tomotherapy treatment. The model ...
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Journal ArticleMed Phys · June 2014
PURPOSE: Local failure occurs in a large proportion of esophageal cancer patients treated with chemoradiation. The treatment strategy for non-responders could potentially be modified if they are identified during therapy. This work investigates the utility ...
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Journal ArticleMed Phys · June 2014
PURPOSE: There is increased interest in the Radiation Oncology Physics community regarding sensitivity of pre-treatment IMRT/VMAT QA to delivery errors. Consequently, tools mapping pre-treatment QA to the patient DVH have been developed. However, the quant ...
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Journal ArticleMed Phys · June 2014
The construction of databases and support software to enable routine and systematic aggregation, analysis and reporting of patient outcomes data is emerging as an important area. "How have results for our patients been affected by the improvements we have ...
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Journal ArticleMed Phys · June 2014
PURPOSE: To investigate the feasibility of progressive knowledge modeling for IMRT/VMAT treatment planning for multiple cancer types in the pelvic region. METHODS: The treatment planning knowledge model quantifies correlations between patient anatomical fe ...
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Journal ArticleMed Phys · June 2014
PURPOSE: To evaluate the accuracy of the dose prediction models constructed with machine learning techniques, Support Vector Machine (SVM) and Artificial Neural Network (ANN) for the prediction of dose volume histogram (DVH) of organs-at-risk (OAR) in IMRT ...
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ConferenceMedical Physics · June 2014
Purpose:We investigate the feasibility of choosing from a small set of standardized templates of beam bouquets (i.e., entire beam configuration settings) for lung IMRT planning to improve planning efficiency and q ...
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Journal ArticleMed Phys · February 2014
PURPOSE: Sparing of single-side parotid gland is a common practice in head-and-neck (HN) intensity modulated radiation therapy (IMRT) planning. It is a special case of dose sparing tradeoff between different organs-at-risk. The authors describe an improved ...
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Journal ArticleMed Dosim · 2014
The purpose is to dosimetrically compare the following 3 delivery techniques: 3-dimensional conformal radiation therapy (3D-CRT), intensity-modulated arc therapy (IMRT), and volumetric-modulated arc therapy (V-MAT) in the treatment of accelerated partial-b ...
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Journal ArticleMed Phys · December 2013
PURPOSE: To build a statistical model to quantitatively correlate the anatomic features of structures and the corresponding dose-volume histogram (DVH) of head and neck (HN) Tomotherapy (Tomo) plans. To study if the model built upon one intensity modulated ...
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Journal ArticleMed Phys · November 2013
PURPOSE: Adaptive radiation therapy for prostate cancer using online reoptimization provides an improved control of interfractional anatomy variations. However, the clinical implementation of online reoptimization is currently limited by the low efficiency ...
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Journal ArticleRadiat Oncol · September 13, 2013
BACKGROUND AND PURPOSE: To report single institution's IGRT and dosimetry analysis on the 37 Gy/5 fraction prostate SBRT clinical trial. MATERIALS/METHODS: The IRB (Duke University Medical Center) approved clinical trial has treated 28 patients with stage ...
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Journal ArticleInt J Radiat Oncol Biol Phys · September 1, 2013
PURPOSE: Intensity modulated radiation therapy (IMRT) treatment planning can have wide variation among different treatment centers. We propose a system to leverage the IMRT planning experience of larger institutions to automatically create high-quality pla ...
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Journal ArticleMed Phys · June 2013
IntroductionDosimetric characteristics of one TrueBeam STx treatment unit with a 120-leaf high definition multileaf collimator (HD120MLC) are systematically measured for commissioning of stereotactic radiosurgery (SRS). Due to limited data available, it is ...
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ConferenceMed Phys · June 2013
PURPOSE: Volumetric modulated arc therapy (VMAT) is a relatively new treatment modality for dynamic photon radiation therapy. Pre-treatment quality assurance (QA) is necessary and many efforts have been taken to apply electronic portal imaging device (EPID ...
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ConferenceMed Phys · June 2013
PURPOSE: Correct MLC modeling is essential to the accurate IMRT delivery. Most TPSs use simplified models with parameters of leaf transmission (LT) and dynamic leaf gap (DLG). The common way to determine them is through extrapolation from measurements. In ...
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ConferenceMed Phys · June 2013
PURPOSE: Lateral dimensions of the incident electron beam (spot sizes) are essential for accurate modelling of x-ray fields, especially for small field output factors and penumbrae. We present spot sizes measured on the Varian TrueBeam linac and propose an ...
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ConferenceMed Phys · June 2013
PURPOSE: Electron beam therapy is under-utilized in radiation treatment of cancer and has remained practically unchanged for decades. We propose a new technique, Dynamic Electron Arc Radiotherapy (DEAR) with synchronized couch motion. In DEAR, gantry rotat ...
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Journal ArticleMed Phys · June 2013
Experience, knowledge, and guidelines about intensity modulated radiation therapy (IMRT) have been accumulated over the past decade, but they have largely not been formally extracted or modeled to support more efficient and optimal treatment planning. Ther ...
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Journal ArticleMed Phys · June 2013
PURPOSE: To develop and evaluate an automatic planning technique for prostate cancer utilizing prior expert plan's dose as guidance. METHODS: A plan atlas was created using 10 expert prostate IMRT plans covering a variety of typical anatomical configuratio ...
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ConferenceMedical Physics · January 1, 2013
Purpose: To quantify the influence of the gantry‐mounted Delta4‐AT detector array on beam quality, and the detection sensitivity to machine output and MLC position deviations. Methods: A Delta4‐AT prototype was attached to the accessory holder mount of a V ...
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ConferenceMedical Physics · January 1, 2013
Purpose: To evaluate the quality of organs‐at‐risk (OARs) dose sparing in IMRT plans for anorectal and prostate cancer cases utilizing organ‐based knowledge models to predict OAR DVHs.MethodsThe quality of OAR dose sparing in IMRT plans are evaluated by or ...
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ConferenceMedical Physics · January 1, 2013
Purpose: To evaluate the dosimetric quality of an automatic IMRT planning method for Head and Neck (HN) cancer cases. Methods: Eighteen HN cancer patients are planned with nine equally spaced IMRT beams. The OAR dose sparing objectives for each plan (prima ...
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ConferenceMedical Physics · January 1, 2013
Purpose: To evaluate the dosimetric quality of an automatic volumetric‐modulated arc therapy (VMAT) planning method for Head and Neck (HN) cancer cases. Methods: Eighteen HN cancer cases are planned automatically by 2‐arc VMAT. An OAR DVH prediction model ...
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ConferenceMedical Physics · January 1, 2013
Purpose: Electron beam therapy is under‐utilized in radiation treatment of cancer and has remained practically unchanged for decades. We propose a new technique, Dynamic Electron Arc Radiotherapy (DEAR) with synchronized couch motion. DEAR utilizes modulat ...
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ConferenceMedical Physics · January 1, 2013
Purpose: To explore a method of using a computer system for multi‐media cases conference in clinical radiation oncology, in order to replace the traditional use of film images and paper. Methods: In a conference room without any treatment planning system(T ...
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ConferenceMedical Physics · January 1, 2013
Purpose: Referring to the Standard of the Pharmaceutical Industry of the People's Republic of China “Performance and test methods for intensity modulated radiation therapy(IMRT) treatment planning system”, we will do a series of tests to an IMRT planning s ...
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Journal ArticleMed Phys · November 2012
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PURPOSE: The authors present an evidence-based approach to quantify the effects of an array of patient anatomical features of the planning target volumes (PTVs) and organs-at-risk (OARs) and their spatial relationships on the interpatient OAR dose sparing ...
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Journal ArticleMed Phys · June 2012
INTRODUCTION: A TrueBeam linear accelerator (TB-LINAC) is designed to deliver standard flattened and flattening-filter-free (FFF) beams. In our institute, three TB-LINAC units are installed. In this work, composite data of the three units and multi-unit co ...
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Journal ArticleMed Phys · June 2012
PURPOSE: To study prostate-bed motion after prostatectomy using the surgical clips as a surrogate. METHODS: On the treatment planning CT, surgical clips within the PTV are identified and contoured. They are also identified and contoured in each daily CBCT. ...
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Journal ArticleMed Phys · June 2012
PURPOSE: To report the inter-fractional prostate bed motion (PBM) during post-prostatectomy radiotherapy using cone-beam CT (CBCT). The correlations between PBM, anterior rectal wall and posterior bladder wall shifts were also investigated. METHODS: Sevent ...
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Journal ArticleMed Phys · June 2012
PURPOSE: To implement a quality assurance (QA) system for the treatment delivery of online adaptive radiation therapy utilizing Dynamic Machine Information (DMI). MATERIALS AND METHODS: DMI provides the expected/actual MLC leaf-positions, delivered MU, and ...
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Journal ArticleMed Phys · June 2012
PURPOSE: To investigate th applicability of the flattening filter free (FFF) to fractionated radiotherapy of head and neck cancer. METHODS: Twelve patients previously treated with IMRT were selected. A SIB protocol was chosen so that 66/54 Gy were prescrib ...
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ConferenceMed Phys · June 2012
PURPOSE: To evaluate the dosimetric benefits of online image guidance during prostate stereotactic body radiotherapy (SBRT) and the potential on margin reduction. METHODS: 28 prostate SBRT patients were retrospectively studied, each treated with 37Gy in 5 ...
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ConferenceMed Phys · June 2012
PURPOSE: We present an evidence-based approach to quantifying the dose sparing trade-offs between different Organs-at-risk (OARs) and the trade-off between OAR dose sparing and target dose coverage in IMRT plans. METHODS: The interaction between dose spari ...
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ConferenceMed Phys · June 2012
PURPOSE: To develop a predictive model to assess the quality of critical organ dose sparing in IMRT plans by providing patient specific dose sparing references, based on an array of patient anatomical features and prior planning experience. METHODS: Contri ...
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Journal ArticleInt J Radiat Oncol Biol Phys · April 1, 2012
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PURPOSE: To explore an effective and efficient end-to-end patient-specific quality-assurance (QA) protocol for volumetric modulated arc radiotherapy (VMAT) and to evaluate the suitability of a stationary radiotherapy QA device (two-dimensional [2D] ion cha ...
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Journal ArticleInt J Radiat Oncol Biol Phys · April 1, 2012
PURPOSE: To develop a three-dimensional (3D) cone-beam computed tomography (CBCT) estimation method using a deformation field map, and to evaluate and optimize the efficiency and accuracy of the method for use in the clinical setting. METHODS AND MATERIALS ...
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Chapter · January 1, 2012
External-beam radiation therapy is a common treatment modality for cancers. e treatment course typically consists of 30-40 daily fractions of 180-200 cGy over several weeks. On-board imaging (OBI) guidance is oen designed to track shis in patient positioni ...
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Journal ArticleMed Dosim · 2012
The risk of sterility in males undergoing radiotherapy in the pelvic region indicates the use of a shielding device, which offers protection to the testes for patients wishing to maintain fertility. The use of such devices in the realm of intensity-modulat ...
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Journal ArticleInternational Journal of Biomedical Engineering and Technology · January 1, 2012
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4D CT image sets are used to encode patient-organ motion and to calculate the dose delivered during each respiratory phase. The dose-per-phase is summarised to the total dose via deformable registration. The system incorporates the actual beam parameters a ...
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Journal ArticlePhys Med Biol · March 7, 2011
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In prostate radiation therapy, inter-fractional organ motion/deformation has posed significant challenges on reliable daily dose delivery. To correct for this issue, off-line re-optimization and online re-positioning have been used clinically. In this pape ...
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Journal ArticleMed Phys · February 2011
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PURPOSE: To ensure plan quality for adaptive IMRT of the prostate, we developed a quantitative evaluation tool using a machine learning approach. This tool generates dose volume histograms (DVHs) of organs-at-risk (OARs) based on prior plans as a reference ...
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Journal ArticleJ Appl Clin Med Phys · January 31, 2011
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We present a technique for planning and verification of craniospinal treatment with the patient in the supine position. Treatment delivery and verification is streamlined through the use of modern imaging techniques. Treatments use two lateral brain fields ...
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ConferenceMedical Physics · January 1, 2011
Purpose: In VMAT, the dose rate, MLC position, and gantry angle change simultaneously, it is important they follow their predefined trajectories to ensure correct dose delivery. Our purpose is to develop an efficient VMAT QA strategy using EPID that is cap ...
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ConferenceMedical Physics · January 1, 2011
Volumetric modulated arc therapy (VMAT) is an arc‐based dose delivery approach that produces highly conformal dose distributions similar to those generated with static gantry intensity modulated radiation therapy. Like many existing IMRT approaches, this t ...
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ConferenceMedical Physics · January 1, 2011
Purpose: To implement a clinical protocol for the use of scrotal shields for anal cancer IMRT treatment. Methods and Results: (1) Simulation The patient is immobilized in a full‐body alpha‐cradle mold in the frog‐leg position. Further, the mold is built up ...
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ConferenceMedical Physics · January 1, 2011
Purpose: To compare two methods for reducing artifacts in cone‐beam CT (CBCT) images caused by the presence of an electromagnetic array used for tracking transponders during radiotherapy. Methods: A pelvis phantom was imaged using a gantry mounted CBCT sys ...
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ConferenceMedical Physics · January 1, 2011
Purpose: To develop a Radiation Treatment Guidelines Ontology (RTGO) that represents the concepts, knowledge, and guidelines in radiation therapy using a formal and computable framework. This ontology will serve as the foundation of a decision support syst ...
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ConferenceMedical Physics · January 1, 2011
Purpose: Presently, there is no patient specific dosimetric QA for radiation treatment of moving targets. Here we present a patient specific QA protocol for verification of 4D dosimetry delivered to a moving target in SBRT of lung and liver tumors. Methods ...
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ConferenceMedical Physics · January 1, 2011
Purpose: In fractionated radiotherapy of prostate cancer, both online and offline image‐guided strategies have been used to manage uncertainties such as setup errors and organ motions. In general, online image guidance is more effective than offline image ...
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ConferenceMedical Physics · January 1, 2011
Purpose: Margin has been commonly used to evaluate different image guidance (IG) strategies in prostate cancer radiotherapy. However, it becomes cumbersome when applied to adaptive radiotherapy. In this study, a new index, cumulative index of target volume ...
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ConferenceMedical Physics · January 1, 2011
Purpose: In external beam radiotherapy of prostate cancer, the inter‐fractional motion can have several forms: changes in position, shape and volume. The changes in position can be corrected by online image guidance, while the shape and volume changes are ...
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ConferenceMedical Physics · January 1, 2011
Purpose: To find the most robust strategies of objective setting and starting stage for online plan re‐optimization, so it can be automatically executed within 1 min while providing high quality adaptive plans. Methods: 10 prostate cancer patients, each wi ...
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ConferenceMedical Physics · January 1, 2011
Purpose: To identify the key factors of patient anatomy that influence the optimal dose volume histograms (DVHs) for the organs‐at‐risk (OARs) and to explore the tradeoffs between different OAR sparing goals. Methods: 88 prostate IMRT plans were studied re ...
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ConferenceMedical Physics · January 1, 2011
Purpose: To summarize the knowledge of the dependence of organ‐at‐risk (OAR) dose‐volume distribution on patient's anatomy by machine learning techniques from a database of previous expert plans. Methods: 35 head‐and‐ neck IMRT plans were studied retrospec ...
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ConferenceMedical Physics · January 1, 2011
Purpose: To evaluate setup errors of 192 patients undergone image‐guided radiation therapy (IGRT) using kilovoltage (kV) cone beam CT (CBCT). Methods: A retrospective study has been carried out for 192 patients treated with intensity‐modulated radiation th ...
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Chapter · January 1, 2011
In current standard radiation therapy process, patient anatomy is represented by the snapshot of computed tomography (CT) images at the simulation for treatment planning. The planned radiation dose distribution, obtained from either three-dimensional (3D) ...
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Journal ArticleCancer J · 2011
In current standard radiation therapy process, patient anatomy is represented by the snapshot of computed tomographic images at the simulation for treatment planning. However, patient anatomy during the treatment course is not static, and the changes can b ...
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Journal ArticleInt J Radiat Oncol Biol Phys · January 1, 2011
PURPOSE: Breath-hold (BH) treatment minimizes internal target volumes (ITV) when treating sites prone to motion. Digital tomosynthesis (DTS) imaging has advantages over cone-beam CT (CBCT) for BH imaging: BH-DTS scan can be completed during a single breath ...
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Journal ArticleJournal of Applied Clinical Medical Physics · January 1, 2011
We present a technique for planning and verification of craniospinal treatment with the patient in the supine position. Treatment delivery and verification is streamlined through the use of modern imaging techniques. Treatments use two lateral brain fields ...
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Journal ArticleInt J Radiat Oncol Biol Phys · December 1, 2010
PURPOSE: Intensity-modulated radiation therapy (IMRT) has the potential to reduce toxicities associated with chemoradiotherapy in the treatment of anal cancer. This study reports the results of using IMRT in the treatment of anal cancer. METHODS AND MATERI ...
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Journal ArticleInt J Radiat Oncol Biol Phys · September 1, 2010
PURPOSE: To investigate the technical feasibility of volumetric modulated arc therapy (V-MAT) in the delivery of partial breast irradiation (PBI). METHODS AND MATERIALS: V-MAT and the standard, three-dimensional conformal radiotherapy (3D-CRT), were compar ...
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Journal ArticlePhys Med Biol · July 7, 2010
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This paper reports an inverse arc-modulated radiation therapy planning technique based on linear models. It is implemented with a two-step procedure. First, fluence maps for 36 fixed-gantry beams are generated using a linear model-based intensity-modulated ...
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Journal ArticleInt J Radiat Oncol Biol Phys · March 1, 2010
PURPOSE: Dosimetric results and treatment delivery efficiency of RapidArc plans to those of conventional intensity-modulated radiotherapy (IMRT) plans were compared using the Eclipse treatment planning system for high-risk prostate cancer. MATERIALS AND ME ...
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Journal ArticlePhys Med Biol · January 7, 2010
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The aim of this study was to explore similarities between intensity-modulated radiotherapy (IMRT) and intensity-modulated arc therapy (IMAT) techniques in the context of the number of multi-leaf collimator (MLC) segments required to achieve plan objectives ...
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ConferenceMedical Physics · January 1, 2010
Purpose: To compare the dosimetric results and treatment efficiency of intensity modulated arc therapy using RapidArc™ to static‐gantry IMRT plans for conventional fractionation treatment of head‐and‐neck cancer. Materials and Methods: This study evaluated ...
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ConferenceMedical Physics · January 1, 2010
Purpose: Gantry‐angle dependence of dose measurement for intensity‐modulated arc therapy (IMAT) quality assurance (QA) using a two‐dimensional ion chamber array may be significant. A new device, the gantry angle sensor, has been provided to compensate for ...
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ConferenceMedical Physics · January 1, 2010
Purpose: To explore similarities between intensity modulated radiotherapy (IMRT) and intensity modulated arc therapy (IMAT) techniques in the context of the number of multi‐leaf collimator (MLC) segments required to achieve plan objectives, the major facto ...
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ConferenceMedical Physics · January 1, 2010
Purpose: The anisotropic analytical algorithm (AAA) has been shown to provide more accurate dose calculation due to 3D scatter and inhomogeneity corrections than the pencil beam convolution algorithm (PBC) for inhomogeneous anatomical regions such as lung ...
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ConferenceMedical Physics · January 1, 2010
Purpose: The challenge for implementing promising Arc Modulated Radiation Therapy (AMRT) is its effectiveness of treatment planning tools to find optimal multileaf collimator (MLC) sequence and the fluence map. This study provides a new approach to the abo ...
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ConferenceMedical Physics · January 1, 2010
Purpose: The large fractional dose of hypo‐fractionated prostate treatment requires high accuracy of daily treatment delivery. This study analyzes the performance of an adaptive IGRT (AIGRT) technique, which combines image guidance and adaptive re‐planning ...
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ConferenceMedical Physics · January 1, 2010
Purpose: To monitor the quality of adaptive IMRT plans, especially dose sparing for the organs‐at‐risk (OARs), a plan evaluation tool is developed to predict the dose volume histogram (DVH) based on patient's anatomical information and a database of high q ...
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ConferenceMedical Physics · January 1, 2010
Purpose: To explore the new degree of freedom of VMAT to design a novel technique for TBI, in which patient is positioned supine/prone on the floor and an arc field is delivered with variable dose rate and/or dynamic collimators. Method and Materials: A fo ...
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Journal ArticleJ Oncol · 2010
The purpose of this paper is to evaluate the feasibility and clinical dosimetric benefit of an on-line, that is, with the patient in the treatment position, Adaptive Radiation Therapy (ART) system for prostate cancer treatment based on daily cone-beam CT i ...
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Journal ArticleJournal of Physics: Conference Series · January 1, 2010
The purpose of this study was to test a patient-specific quality assurance (QA) protocol for intensity-modulated arc radiotherapy (IMAT), and to evaluate the use of an intensity-modulated stationary radiotherapy QA device (2D ion chamber array). Thirty-nin ...
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Journal ArticleRadiother Oncol · December 2009
BACKGROUND AND PURPOSE: To compare the residual setup errors measured with ExacTrac X-ray 6 degree-of-freedom (6D) and cone-beam computed tomography (CBCT) for a head phantom and patients receiving intracranial non-invasive fractionated stereotactic radiot ...
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Journal ArticleInt J Radiat Oncol Biol Phys · December 1, 2009
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PURPOSE: This clinical study evaluates the feasibility of using volumetric arc-modulated treatment (VMAT) for spine stereotactic body radiotherapy (SBRT) to achieve highly conformal dose distributions that spare adjacent organs at risk (OAR) with reduced t ...
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Journal ArticlePhys Med Biol · September 7, 2009
This study investigated the integration of the Calypso real-time tracking system, based on implanted ferromagnetic transponders and a detector array, into the current process for image-guided radiation treatment (IGRT) of prostate cancer at our institution ...
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Journal ArticleMed Phys · May 2009
This study compares three online image guidance techniques (IGRT) for prostate IMRT treatment: bony-anatomy matching, soft-tissue matching, and online replanning. Six prostate IMRT patients were studied. Five daily CBCT scans from the first week were acqui ...
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Journal ArticleRadiat Environ Biophys · April 2009
Precise positioning of source and dosimeters is essential in the experimental determination of dosimetric characteristics of brachytherapy sources. Various near-water equivalent solid phantoms have been used to achieve the necessary precision in the positi ...
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Journal ArticleInt J Radiat Oncol Biol Phys · April 1, 2009
PURPOSE: To describe our experience and clinical strategy for stereotactic body radiotherapy (SBRT) of spinal lesions. METHODS AND MATERIALS: Thirty-two patients with 33 spinal lesions underwent computed tomography-based simulation while free breathing. Gr ...
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Journal ArticleInt J Radiat Oncol Biol Phys · March 1, 2009
PURPOSE: To evaluate digital tomosynthesis (DTS) technology for daily positioning of patients receiving accelerated partial breast irradiation (APBI) and to compare the positioning accuracy of DTS to three-dimensional cone-beam computed tomography (CBCT). ...
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Journal ArticleInt J Radiat Oncol Biol Phys · February 1, 2009
PURPOSES: To quantitatively compare two-dimensional (2D) orthogonal kV with three-dimensional (3D) cone-beam CT (CBCT) for target localization; and to assess intrafraction motion with kV images in patients undergoing stereotactic body radiotherapy (SBRT). ...
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Journal ArticleRadiat Oncol · January 21, 2009
BACKGROUND: This study evaluated the dosimetric impact of various treatment techniques as well as collimator leaf width (2.5 vs 5 mm) for three groups of tumors -- spine tumors, brain tumors abutting the brainstem, and liver tumors. These lesions often pre ...
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Journal ArticleRadiation Oncology · January 21, 2009
Background: This study evaluated the dosimetric impact of various treatment techniques as well as collimator leaf width (2.5 vs 5 mm) for three groups of tumors - spine tumors, brain tumors abutting the brainstem, and liver tumors. These lesions often pres ...
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ConferenceMedical Physics · January 1, 2009
Purpose: To present QA measurements over extended periods at our institute and recommend a QA program for image‐guided radiosurgery on Novalis Tx system. Method and Materials: Novalis Tx system is developed based on a Trilogy linear accelerator featuring B ...
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ConferenceMedical Physics · January 1, 2009
Purpose: The purpose of this study is to compare RapidArc plans and conventional IMRT plans for head‐and‐neck cancer treatment involving bilateral nodes. Methods and Materials: This study included 10 locally advanced head‐and‐neck cancer patients. The plan ...
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ConferenceMedical Physics · January 1, 2009
Purpose: To investigate localization accuracy for image‐guided frameless stereotactic‐radiosurgery (IG‐SRS) using CBCT 6D image registration and 6D‐couch on Novalis Tx system. Method and Materials: Novalis Tx system is a powerful radiosurgery system featur ...
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ConferenceMedical Physics · January 1, 2009
Objectives: To compare localization accuracy using both conventional frame‐based localizers and cone‐beam CT (CBCT) images for stereotactic radiosurgery (SRS). Methods: A SRS geometric phantom was used to verify the localization accuracy based on a SRS loc ...
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ConferenceMedical Physics · January 1, 2009
Purpose Volumetric modulated arc therapy (VMAT) is a rotational IMRT modality that combines dose rate modulation with gantry and MLC motion, thereby increasing the complexity of IMRT delivery. Effective implementation of this technology is still quite new ...
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ConferenceMedical Physics · January 1, 2009
Purpose: To develop a patient‐specific quality assurance protocol for RapidArc™ radiotherapy. Method and Materials: Following the commissioning of RapidArc™ treatment delivery, we tested several methods of patient‐specific quality assurance (QA). Ion chamb ...
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ConferenceMedical Physics · January 1, 2009
Purpose: To investigate how a real‐time tracking technique, based on implanted transponders, could be effectively integrated into the current process for image‐guided radiation treatment of prostate cancer. Method and Materials: Current prostate IGRT proce ...
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ConferenceMedical Physics · January 1, 2009
Any deviation between treated and planned volumes for 3‐D conformal therapy, such as IMRT, may cause an adverse clinical outcome. It is therefore critical to minimize all potential deviations using an on‐board (or real‐time) imaging procedure immediately p ...
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ConferenceMedical Physics · January 1, 2009
Purpose: Volumetric modulated arc treatment (VMAT) reduces treatment time over static beam intensity modulated treatment (IMRT) by delivering IMRT using arcs. This clinical study evaluates the feasibility of using VMAT for spine stereotactic body radiother ...
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ConferenceMedical Physics · January 1, 2009
Purpose: To develop quality‐assurance (QA) protocols for the Calypso® 4D Localization System including acceptance testing, commissioning, daily QA, monthly QA, and annual QA. Method and Materials: The following acceptance testing/commissioning/QA protocols ...
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ConferenceMedical Physics · January 1, 2009
Purpose: In online image‐guided radiation therapy of prostate cancer, the inter‐fractional translational motion is corrected at each fraction. However, rotation and deformation can only be accounted for using planning margins. Offline adaptive strategy has ...
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ConferenceMedical Physics · January 1, 2009
Purpose: In prostate IGRT employing hypofractionation, two methods are commonly used: patient re‐positioning and re‐planning. We propose a hybrid IGRT technique in this study. The dosimetric benefits and efficiency improvement of the technique is quantitat ...
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ConferenceMedical Physics · January 1, 2009
Purpose: The purpose of this report is to compare RapidArc plans and conventional IMRT plans for prostate cancer involving seminal vesicles. Methods and Materials: This study included 10 patients. The planning‐target volume (PTV) contained the prostate and ...
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ConferenceMedical Physics · January 1, 2009
Purpose: In online image‐guided radiotherapy of prostate cancer, the setup error and inter‐fractional motion is eliminated through pre‐treatment imaging and couch correction at each fraction. However, the rotation and deformation is not corrected and only ...
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ConferenceMedical Physics · January 1, 2009
Purpose: High dose gradients offered by IMRT increase the sensitivity of treatment to setup errors compared to conventional treatments. We evaluated the dosimetric effects of setup error on HN‐IMRT using actual patient CBCT measurements. The purposes were ...
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ConferenceMedical Physics · January 1, 2009
Purpose: Use of on‐board cone‐beam CT (CBCT) imaging during HN‐IMRT treatment course allows for calculation and reconstruction of the dose delivered to the patient daily. The purpose of this study was to investigate whether the average fractional dose repr ...
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ConferenceMedical Physics · January 1, 2009
Purpose: To develop a quick and efficient patient‐specific QA procedure for both IMRT and RapidArc using MLC dynalog files. Method and Materials: MLC dynalog files record both planned and actual MLC leaf positions, actual fractional MU and gantry angle. Th ...
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Journal ArticleInt J Radiat Oncol Biol Phys · January 1, 2009
PURPOSE: To evaluate on-board digital tomosynthesis (DTS) for patient positioning vs. two-dimensional (2D) radiography and three-dimensional cone beam (CBCT). METHODS AND MATERIALS: A total of 92 image sessions from 9 prostate cancer patients were analyzed ...
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Journal ArticleMed Phys · December 2008
Real-time tracking can provide high accuracy localization for a moving target and minimize the effect of motion. Simultaneous kV-MV imaging has been proposed as a real-time tracking technique by utilizing the existing kV on-board imager (OBI) and the MV el ...
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Journal ArticleMed Phys · October 2008
A new Novalis Tx system equipped with a high definition multileaf collimator (HDMLC) recently became available to perform both image-guided radiosurgery and conventional radiotherapy. It is capable of delivering a highly conformal radiation dose with three ...
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Journal ArticleLecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics) · July 28, 2008
Adaptive radiation therapy (ART) requires an on-line modification of the treatment plan to compensate for the motion of organs. In this paper, an improved multi-leaf collimator (MLC) deformation approach is proposed to accurately compensate for the organ m ...
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Journal ArticleMed Phys · July 2008
We developed a novel digital tomosynthesis (DTS) reconstruction method using a deformation field map to optimally estimate volumetric information in DTS images. The deformation field map is solved by using prior information, a deformation model, and new pr ...
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Journal ArticleProgress in Biomedical Optics and Imaging - Proceedings of SPIE · May 19, 2008
To accommodate the inter- and intra-fractional motion of internal organs in prostate cancer treatment, a large margin (5mm-25mm) has often to be considered during radiation therapy planning. Normally, the inter- fractional motion is more substantial than t ...
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Journal ArticleMed Phys · April 2008
Featured Publication
Stereotactic body radiation therapy (SBRT), which delivers a much higher fractional dose than conventional treatment in only a few fractions, is an effective treatment for liver metastases. For patients who are treated under free-breathing conditions, howe ...
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Journal ArticleTechnol Cancer Res Treat · April 2008
This report describes the technique and initial experience using cone beam CT (CBCT) for localization of treatment targets in patients undergoing stereotactic body radiation therapy (SBRT). Patients selected for SBRT underwent 3-D or 4-D CT scans in a cust ...
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Journal ArticlePhys Med Biol · February 7, 2008
For intermediate and high risk prostate cancer, both the prostate gland and seminal vesicles are included in the clinical target volume. Internal motion patterns of these two organs vary, presenting a challenge for adaptive treatment. Adaptive techniques s ...
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Journal ArticleMed Phys · February 2008
The authors developed a hybrid multiresolution rigid-body registration technique to automatically register reference digital tomosynthesis (DTS) images with on-board DTS images to guide patient positioning in radiation therapy. This hybrid registration tec ...
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ConferenceMedical Physics · January 1, 2008
Purpose: A new type of high‐definition multi‐leaf collimator (HD 120 MLC, Varian Medical Systems) is being introduced into clinical practice to improve the conformality of stereotactic radiation therapy and radiosurgery. Its leaf width at isocenter is 2.5 ...
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ConferenceMedical Physics · January 1, 2008
Purpose: While the advantage of imaging guidance with cone beam CT (CBCT) guided radiosurgery is obvious, the localization accuracy of CBCT guided radiosurgery still remains a concern. This study utilized a geometric phantom with known target positions to ...
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ConferenceMedical Physics · January 1, 2008
Purpose: Using an on‐board cone‐beam CT (CBCT) based statistical margin model to determine whether a prostate center‐of‐mass (COM) based translation correction procedure can significantly reduce the CTV‐to‐PTV margin required for prostate patients who were ...
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ConferenceMedical Physics · January 1, 2008
Purpose: To investigate a method to convert the pixel values of DTS images to HU values with reference HU values from CT images. Method and Materials: This study included CT and DTS images of two phantoms (Catphan and a chest phantom) and three patients (p ...
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ConferenceMedical Physics · January 1, 2008
Purpose: To assess the impact of scan angles on the visibility of anatomy in on‐board digital tomosynthesis (DTS) images as a means to optimize this technique. Method and Materials: Head and neck cancer patients undergoing intensity‐modulated radiotherapy ...
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ConferenceMedical Physics · January 1, 2008
Purpose: To investigate the feasibility of a novel online IMRT re‐optimization process. This online process can be an integral part to the current prostate IGRT paradigm to augment the existing patient alignment techniques for cases with complex daily orga ...
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ConferenceMedical Physics · January 1, 2008
Purpose: Accurate and reliable post‐prostate implant dosimetric analysis requires optimal identification of the seeds on CT and optimal description of soft tissues on MRI. We present a fast seed localization technique for MRI that is also robust from motio ...
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ConferenceMedical Physics · January 1, 2008
Purpose: This study proposes a novel on‐line IGRT technique that can modify the original IMRT plan to match with the “anatomy‐of‐the‐day” within few minutes. The performance of this technique is compared with current on‐line IGRT strategies using bone/soft ...
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ConferenceMedical Physics · January 1, 2008
Purpose: It is critical that image‐guided radiation therapy (IGRT) and adaptive radiation therapy (ART) are performed with clearly defined goals without abusing the technologies. This study illustrates the current integrated system that provides efficient ...
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Journal ArticleClin Med Oncol · 2008
An intensity based six-degree image registration algorithm between cone-beam CT (CBCT) and planning CT has been developed for image-guided radiation therapy (IGRT). CT images of an anthropomorphic chest phantom were acquired using conventional CT scanner a ...
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Journal ArticleJournal of Industrial and Management Optimization · January 1, 2008
Radiation therapy (RT) is a non-invasive and highly ekective treatment option for Prostate cancer. The goal is to deliver the prescription dose to the tumor (prostate) while minimizing the damages to the surrounding healthy organs namely bladder, rectum, a ...
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Journal ArticleInt J Radiat Oncol Biol Phys · December 1, 2007
PURPOSE: In this study, we investigate a technique of matching internal target volumes (ITVs) in four-dimensional (4D) simulation computed tomography (CT) to the composite target volume in free-breathing on-board cone-beam (CB) CT. The technique is illustr ...
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Journal ArticleInt J Radiat Oncol Biol Phys · October 1, 2007
PURPOSE: High-precision intensity-modulated radiotherapy demands high patient positioning accuracy. On-board digital tomosynthesis (DTS) provides three-dimensional (3D) image guidance for daily positioning with a lower imaging dose, faster acquisition, and ...
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Journal ArticleMed Phys · August 2007
Digital tomosynthesis (DTS) is a fast, low-dose three-dimensional (3D) imaging approach which yields slice images with excellent in-plane resolution, though low plane-to-plane resolution. A stack of DTS slices can be reconstructed from a single limited-ang ...
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ConferenceMedical Physics · January 1, 2007
Purpose: To demonstrate clinical feasibility of generating digital tomosynthesis (DTS) in a single breath‐hold (BH) period compared to multiple BH periods for CBCT acquisition and to examine on‐board BH‐DTS as an efficient alternative to BH‐CBCT for target ...
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ConferenceMedical Physics · January 1, 2007
PURPOSES: There is a growing interest using MRI only for prostate cancer treatment planning. This study is aimed to investigate clinical feasibility of matching 3D planning MRI to on‐board cone‐beam CT (CBCT) images for target localization. Materials and M ...
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ConferenceMedical Physics · January 1, 2007
Purpose: To compare treatment isocenter placement based on OBI 2D kV imaging and OBI 3D‐CBCT imaging for patients undergoing SBRT, and compare the CBCT based isocenter shifts among liver, lung and spine lesions. Material and Methods: 119 SBRT fractions wer ...
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ConferenceMedical Physics · January 1, 2007
Purpose: It is well‐known that fluctuation in chemical compositions can lead to significant errors in the dosimetry of low‐energy brachytherapy sources using the traditional “water‐equivalent” solid phantoms. The aim of this work was to investigate the fea ...
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ConferenceMedical Physics · January 1, 2007
Purpose: MU efficiency is a major figure of merit for dMLC leaf sequencing. However, leaf sequencing is often generated with focus on other constraints and the MU efficiency is taken as a byproduct. This work is to develop a new dMLC leaf sequencing algori ...
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ConferenceMedical Physics · January 1, 2007
Purpose: The impact of organ motion and deformation has been studied for conventional radiation therapy. The cumulative dose is usually a blurred version of the static plan after motion‐induced hot and cold spots average out over a large number of fraction ...
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ConferenceMedical Physics · January 1, 2007
Purpose: To apply on‐boardmdash;image (OBI) guided amplitude gating for breath‐hold treatment and to assess treatment margin adequacy by analyzing the isocenter placement based on orthogonal 2D kV radiographs and 3D cone‐beam CT (CBCT) acquired under ampli ...
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ConferenceMedical Physics · January 1, 2007
Purpose: This study proposes a novel on‐line adaptive planning technique for the prostate treatment by directly re‐optimizing the IMRT plan based on both the “anatomy‐of‐the‐day” and the original plan information. Method & Materials: Using a commercial tre ...
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ConferenceMedical Physics · January 1, 2007
Purpose: This clinical study evaluates digital tomosynthesis (DTS) technology for daily imaging guidance for partial breast irradiation (PBI) and compares its positioning accuracy to the 3D CBCT technique. Compared to CBCT, DTS offers lower imaging dose an ...
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ConferenceMedical Physics · January 1, 2007
Purpose: To investigate the clinical feasibility of performing concurrent kilovoltage (kV) x‐ray imaging while the patient at the treatment position was irradiated by megavoltage (MV) beams. Method and Materials: Anatomical visibility and contrast details ...
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ConferenceMedical Physics · January 1, 2006
Purpose: To demonstrate the concept of 2D projection and 3D volumetric imaging using brachytherapy treatment sources in patient prior to or during treatment. Method and Materials: As shown Figure 1, an Ir‐192 HDR catheter is placed at 15 cm depth (a reason ...
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ConferenceMedical Physics · January 1, 2006
Purpose: To demonstrate the conservation rule of the integrated reference air kerma (IRAK). Method and Materials: For a brachytherapy photon source whose radial dose functions is flat over the clinical distance range, the dose falls off with the inverse sq ...
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ConferenceMedical Physics · January 1, 2006
Purpose: The internal target volume (ITV) could be determined using 4D CT simulation images and be verified in the treatment room using on‐board cone‐beam CT (CBCT) since the CBCT projection images are acquired over approximately 10 breathing cycles. This ...
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ConferenceMedical Physics · January 1, 2006
Purpose: We have applied OBI guidance together with a respiratory gating system to effectively control patient positioning for amplitude gating treatment with breath hold. The deep inspiration breath‐hold treatment has been proven effective in reducing the ...
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ConferenceMedical Physics · January 1, 2006
Daily target localization is a critical step to secure accurate delivery for 3‐D conformal radiation therapy and intensity‐modulated radiation therapy. One emerging technology using in‐room kilovoltage (kV) imaging has shown to be very promising for target ...
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ConferenceMedical Physics · January 1, 2006
Purpose: To implement a clinical tool for off‐line review of Cone‐Beam Computed Tomography (CBCT) based 3D target verification and localization. Methods and Materials: An in‐house 3D target localization and verification tool is being developed to allow phy ...
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ConferenceMedical Physics · January 1, 2006
Purpose: To evaluate clinical effectiveness of target localization using cone‐beam CT (CBCT) for H&N IMRT treatment. Method and Materials: All H&N patients treated with an IRB approved protocol were imaged on the first day of treatment and weekly thereafte ...
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Journal ArticleMedical Physics · January 1, 2005
Purpose: This research addresses the automatic‐planning of Gamma Knife radiosurgery using auto‐positioning system (APS). We previously reported a morphology‐guided automatic planning model via optimization of dose conformity and minimization of total numbe ...
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Journal ArticleMed Phys · November 2003
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The challenges of real-time Gamma Knife inverse planning are the large number of variables involved and the unknown search space a priori. With limited collimator sizes, shots have to be heavily overlapped to form a smooth prescription isodose line that co ...
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Journal ArticleInt J Radiat Oncol Biol Phys · February 1, 2003
PURPOSE: To develop a novel dose optimization algorithm for improving the sparing of critical structures during gamma knife radiosurgery by shaping the plug pattern of each individual shot. METHOD AND MATERIALS: We first use a geometric information (medial ...
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Journal ArticleMed Phys · July 2002
Stepped leaf edges are the major limitation of conforming to the prescribed treatment contour defined by the conventional multileaf collimator (MLC), which produces a scalloped dose pattern. The commercial HD-270 MLC (HDI) technique provides a software sol ...
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Journal ArticleProceedings of SPIE - The International Society for Optical Engineering · January 1, 2001
The response of a digital computed radiography system to the megavoltage therapeutic radiation beams was invested. A narrow slit of radiation beam was used to test the line spread function of the system. The effects of various facts such as cassette, beam ...
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Journal ArticleProceedings of SPIE - The International Society for Optical Engineering · January 1, 2001
A prototype high definition multi-leaf collimator system (HDI) has been developed and installed on the linear accelerator for use in conformal radiotherapy. The HDI technique utilizes the dynamic shift of the 3D-target volume to feather the multi-leaf coll ...
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Journal ArticleMed Phys · September 2000
This work provides a method for an independent check of Gamma Knife GammaPlan radiosurgery calculations, named the spherical approximation method or SAM. Based on skull dimension measurements, the treated volume of the head is modeled as a sphere of radius ...
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Journal ArticleJournal of Brachytherapy International · January 1, 2000
The use of three-dimensional (3D) treatment planning computers for determining seed placement in prostate brachytherapy has become more widespread. This study compares the dosimetric differences between prostate implants performed by using 3D treatment pla ...
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Journal ArticleJ Appl Clin Med Phys · 2000
The Leksell stereotactic Gamma Knifetrade mark uses radiation from 201 (60)Co sources that are focused to the center of a collimator helmet to deliver a high dose of radiation with minimal irradiation of proximal structures. This paper presents a method fo ...
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Journal ArticleComput Med Imaging Graph · 2000
This paper describes a new algorithm for skeletonization of two- (2D) and three-dimensional (3D) objects based on ridge extraction. Ridges are formed when grassfire fronts collapse during grassfire propagation and they correspond to the locus of skeleton. ...
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Journal ArticleAnnual International Conference of the IEEE Engineering in Medicine and Biology - Proceedings · January 1, 2000
Multileaf collimators were applied to intensity modulated lateral fields to achieve a relatively homogeneous dose distribution in the head and neck region without using any wedges. Then the isodose distribution was compared with one planned with wedges. As ...
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Journal ArticleMed Phys · October 1999
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This work merges two distinct fields, 3D morphology and ionizing radiation dosimetry, to solve the problem of 3D-treatment planning and optimization in stereotactic radiosurgery. In Leksell Gamma Knife radiosurgery, dose delivery is based on the unit "shot ...
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Journal ArticleInt J Radiat Oncol Biol Phys · July 15, 1997
PURPOSE: In this study we examine the influence of x-ray energy on the uniformity of the dose within the lung in total-body irradiation treatments in which partial transmission blocks are used to control the lung dose. METHODS AND MATERIALS: A solid water ...
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Journal ArticleProceedings of SPIE - The International Society for Optical Engineering · December 1, 1996
In gamma unit radiosurgery treatment planning, dose delivery is based on the unit 'shot,' a distribution of dose approximately spherical in shape. Multiple shots are used to cover different parts of a given target region. Effective 3D optimization for gamm ...
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Journal ArticleProceedings of SPIE - The International Society for Optical Engineering · December 1, 1996
The medial axis analysis of an object can be used to effectively guide and optimize radiosurgery treatment planning. In this paper, a fast Euclidean medial axis transformation in three dimensions based on dynamic grassfire simulation and ridge extraction i ...
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