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Sua Yoo

Associate Professor of Radiation Oncology
Radiation Oncology
Box 3295 Med Ctr, Durham, NC
Duke South Physics, Durham, NC

Scholarly Works - Conferences


Clinical Experience of the Machine Learning-based Automated Treatment Planning Tool for Breast Radiotherapy

Conference INTERNATIONAL JOURNAL OF RADIATION ONCOLOGY BIOLOGY PHYSICS · November 1, 2020 Link to item Cite

Abstract P4-12-10: Clinical implementation of the machine learning-based automated treatment planning tool for whole breast radiotherapy

Conference Cancer 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 ... Full text Cite

Image-Guided Radiation Therapy (IGRT) for Preoperative Partial Breast Radiosurgery: A Single-Institution Experience

Conference International Journal of Radiation Oncology*Biology*Physics · November 2018 Full text Cite

An Efficient Tool for Structure Label Harmonization

Conference International Journal of Radiation Oncology*Biology*Physics · October 2017 Full text Cite

An Efficient Tool for Structure Label Harmonization

Conference MEDICAL PHYSICS · June 1, 2017 Link to item Cite

Dosimetric Effect of the Prone Breast Board and the Couch Top for Whole-Breast Treatment in Prone Position

Conference International Journal of Radiation Oncology*Biology*Physics · November 2015 Full text Cite

Preoperative Partial Breast Radiation Therapy: One Year Outcomes and Radiation-Induced Changes in Gene Expression

Conference International Journal of Radiation Oncology*Biology*Physics · September 2014 Full text Cite

Delivered Dose for Preoperative Single Fraction Partial Breast Radiation Therapy

Conference International Journal of Radiation Oncology*Biology*Physics · September 2014 Full text Cite

SU‐E‐CAMPUS‐J‐04: Evaluating Radiation‐Induced Changes with Diffusion Weighted MRI and Dynamic Contrast Enhanced MRI in Patients with Early Stage Breast Cancer Treated with Stereotactic Body Radiotherapy: Initial Results

Conference Medical Physics · January 1, 2013 Purpose: Pre‐operative stereotactic body radiosurgery (SBRT) was delivered in a single fraction to treat patients with early stage breast cancer; however, few data are available regarding radiation‐induced changes by SBRT. In this work, diffusion weighted ... Full text Cite

Evaluation of IMRT and VMAT for Head-and-Neck Cancer With Flattening Filter-free (FFF) Beams

Conference International Journal of Radiation Oncology*Biology*Physics · November 2012 Full text Cite

Partial Breast Extracranial Radiosurgery: A Dosimetric Evaluation of Treatment Delivery Accuracy

Conference International Journal of Radiation Oncology*Biology*Physics · November 2012 Full text Cite

TU‐E‐BRC‐08: Investigation of Anatomical Surrogate for 4DCT Imaging

Conference Medical Physics · January 1, 2011 Purpose: Respiratory signal for 4DCT is typically extracted using an external respiratory positioning management device (RPM) which is often inconvenient and time consuming. The efficiency of 4DCT imaging could be substantially improved if anatomical body ... Full text Cite

The Effect of Increasing Experience with Intensity Modulated Radiation Therapy for Resected Malignant Pleural Mesothelioma

Conference International Journal of Radiation Oncology*Biology*Physics · November 2010 Full text Cite

Variation of Clinically Relevant Dose Indices for 3DCRT of Lung with Respect to Dose Calculation Algorithm

Conference International Journal of Radiation Oncology*Biology*Physics · November 2010 Full text Cite

SU‐GG‐T‐136: Treatment Plans Comparison with Static‐Gantry IMRT and RapidArcTM for Head‐And‐Neck Cancers Involving Cervical Lymph Nodes

Conference Medical 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 ... Full text Cite

SU‐GG‐T‐225: Gantry‐Angle Dependence of a 2D Ion Chamber Array for IMAT QA

Conference Medical 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 ... Full text Cite

SU‐GG‐T‐583: Dosimetric Comparison of Anisotropic Analytical and Pencil Beam Convolution Algorithms in Breast Cancer Radiation Treatment Planning

Conference Medical 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 ... Full text Cite

SU‐GG‐I‐57: Dose and Image Quality Evaluation for Partial and Full‐Angle Kilovoltage Cone‐Beam CT Protocols

Conference Medical Physics · January 1, 2010 Purpose: To assess imaging dose of partial and full‐angle CBCT scan protocols, and to evaluate their image quality. Method and Materials: The CTDI of the six new CBCT protocols for Varian OBI were obtained by ion chamber (IC) measurements and Monte Carlo ( ... Full text Cite

TH‐B‐BRA‐01: Treatment Planning Based on CBCT Images Acquired for On‐Line Position Verification

Conference Medical Physics · January 1, 2010 The primary purpose of in‐room CBCT volumetric 3D verification images is to verify patient position and target localization in real‐time. However they are also used for clinical treatment evaluation or plan modification for adaptive radiation therapy. Dail ... Full text Cite

Intensity Modulated Radiation Therapy (IMRT) for Anal Cancer: The Duke University Experience

Conference International Journal of Radiation Oncology*Biology*Physics · November 2009 Full text Cite

Treatment Plan Comparison between IMRT and Volumetric IMAT using One- and Two-arc Beams for Prostate Cancer

Conference International Journal of Radiation Oncology*Biology*Physics · November 2009 Full text Cite

Evaluation of In-Room Cone-Beam CT Imaging Techniques Compared to CT for Dose Calculation

Conference International Journal of Radiation Oncology*Biology*Physics · November 2009 Full text Cite

SU‐FF‐T‐309: Quality Assurance for Imaging Guided Stereotactic RadioSurgery with Novalis Tx™ System

Conference Medical 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 ... Full text Cite

SU‐FF‐T‐130: Radiotherapy Treatment Plans with RapidArc for Head‐And‐Neck Cancer

Conference Medical 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 ... Full text Cite

SU‐FF‐T‐301: Clinical Implementation and Commission of Volumetric Modulated Arc Therapy

Conference Medical 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 ... Full text Cite

SU‐FF‐J‐56: Integrating Real‐Time Tracking Into Image Guided Radiation Therapy for Prostate Cancer Treatment

Conference Medical 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 ... Full text Cite

TH‐A‐211A‐01: Digital Tomosynthesis for Target Localization

Conference Medical 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 ... Full text Cite

SU‐FF‐T‐567: Volumetric Modulated Arc Therapy for Spine Body Radiotherapy: Comparison with Static Intensity Modulated Treatment

Conference Medical 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 ... Full text Cite

SU‐FF‐T‐574: Radiotherapy Treatment Plans with RapidArc for Prostate Cancer Involving Seminal Vesicles

Conference Medical 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 ... Full text Cite

SU‐FF‐J‐12: HU and Dosimetric Comparison of Six Cone‐Beam CT Acquisition Techniques for Radiation Therapy Planning

Conference Medical Physics · January 1, 2009 Purpose: It has been shown that cone‐beam computed tomography (CBCT) can be used in dose calculation for treatment planning. This study investigates the HU and dosimetric properties of six CBCT techniques in comparison with conventional CT to determine whi ... Full text Cite

Dosimetrical Evaluation of an Online Adaptive IMRT Technique

Conference International Journal of Radiation Oncology*Biology*Physics · September 2008 Full text Cite

On-board CBCT Observations Support using Adaptive Non-uniform Custom Margins for Prostate IGRT

Conference International Journal of Radiation Oncology*Biology*Physics · September 2008 Full text Cite

SU‐GG‐J‐177: The Application of An ASi‐Based EPID to Guide Intensity Modulated Radiation Therapy (IMRT) of Head‐And‐Neck Cancer

Conference Medical Physics · January 1, 2008 Purpose: In head‐and‐neck IMRT treatment, doses to targets and critical organs are affected by many factors including patient positioning, weight loss and tumor shrinkage. To ensure therapeutic effectiveness, re‐planning with a new CT is often conducted. H ... Full text Cite

SU‐GG‐J‐81: Efficacy of Patient Setup Correction Procedure in Prostate Radiotherapy

Conference Medical 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 ... Full text Cite

SU‐GG‐I‐52: Conversion of On‐Board Digital TomoSynthesis (DTS) to HU Values

Conference Medical 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 ... Full text Cite

SU‐GG‐J‐119: Localization Accuracy of Target Verification System Using Digitial Tomosynthesis (DTS)

Conference Medical Physics · January 1, 2008 Purposes: A research platform was developed for target verification using digital tomosynthesis (DTS). To verify its accuracy, a phantom study was conducted and several clinical cases were investigated. Method and Materials: customer‐developed reconstructi ... Full text Cite

TU‐FF‐A2‐06: The Verification of Respiratory‐Gated Radiation Treatments Using 3D Dosimetry Techniques

Conference Medical Physics · January 1, 2008 Purpose: This work investigates the feasibility of verifying respiratory gated treatments using a new 3D dosimetry system consisting of a radiochromic plastic (PRESAGE™) with optical‐CT readout. Method and Materials: Three identical PRESAGE™ dosimeters (5c ... Full text Cite

SU‐GG‐T‐53: Integrating An Online Adaptive IMRT Process to the Prostate IGRT

Conference Medical 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 ... Full text Cite

SU‐GG‐J‐47: Clinical Implementation of An Integrated System for Image‐Guided Radiation Therapy (IGRT) and Adaptive Radiation Therapy (ART)

Conference Medical 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 ... Full text Cite

SU‐GG‐T‐255: Experimental Verification of Lung Tumor Dose with Radiochromic Film

Conference Medical Physics · January 1, 2008 Purpose: To assess the absorbed doses in and around lung tumor by performing radiochromic film measurements. Method and Materials: A phantom was made to have a water equivalent central core, a low‐density middle layer and a water equivalent outer layer to ... Full text Cite

TU‐EE‐A2‐05: Challenges in Limiting Kidney Dose When Delivering Total Body Irradiation (TBI) for Patients with Severe Systemic Sclerosis (SSc)

Conference Medical Physics · January 1, 2007 Purpose: To describe challenges in limiting kidney dose when delivering TBI to SSc patients enrolled on a multicenter Phase II/III SCOT (Scleroderma Cyclophosphamide or Transplantation) protocol. Material and Methods: The SCOT protocol uses a preparative r ... Full text Cite

SU‐FF‐J‐58: Clinical Evaluation Using Digital Tomosynthesis for Positioning Verification of Breath‐Hold Liver Treatment

Conference Medical 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 ... Full text Cite

On-line adaptive planning system for prostate IMRT treatment

Conference INTERNATIONAL JOURNAL OF RADIATION ONCOLOGY BIOLOGY PHYSICS · January 1, 2007 Link to item Cite

SU‐FF‐T‐252: Improvement of Localization Accuracy by Using 3D Cone Beam CT for Stereotactic Body Radiation Therapy of Liver, Lung and Spine Lesions

Conference Medical 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 ... Full text Cite

Improved target localization with 3D cone beam CT On-Board Imaging in stereotactic body radiation therapy

Conference INTERNATIONAL JOURNAL OF RADIATION ONCOLOGY BIOLOGY PHYSICS · 2007 Link to item Cite

TU‐EE‐A3‐03: Performing Concurrent Kilovoltage Imaging While Delivering Megavoltage Treatment Beams

Conference Medical 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 ... Full text Cite

SU‐FF‐J‐68: Dosimetric Comparison of Patient‐Specific Margins Vs. Uniform Margins for Prostate IMRT Treatments

Conference Medical Physics · January 1, 2007 Purpose: To evaluate the dosimetric improvement of IMRT treatment plans generated with patient‐specific margins compared to uniform margins for prostate cancer patients. Methods and Materials: For 13 prostate cancer patients who underwent IMRT treatment, d ... Full text Cite

A quality assurance program for the on-board imager®

Conference Ifmbe Proceedings · January 1, 2007 Purpose: To develop a comprehensive quality assurance (QA) program for the On-Board Imager (OBI) used for patient positioning verification and to present the results of QA tests over extended periods from multiple institutions. Radiographic and cone-beam c ... Full text Cite

SU‐FF‐T‐300: Monte Carlo Benchmark for Radiation Dose Assessment in Varian On‐Board Imager

Conference Medical Physics · January 1, 2007 Purpose: To evaluate radiation dose in kV cone‐beam computed tomography (CBCT) and to benchmark Monte Carlo (MC) simulations in the PMMA CT phantoms Method and Materials: Using an On‐Board Imager (Varian Medical Systems), we measured absorbed doses to the ... Full text Cite

Feasibility of cone-beam CT based treatment planning

Conference Ifmbe Proceedings · January 1, 2007 Purpose: This study investigates feasibility of CBCT-based treatment planning. Methods and materials: Hounsfield unit (HU) values and profiles of phantoms and patients in CBCT images were compared to those in CT images. CBCT-based treatment plans for the p ... Full text Cite

SU‐FF‐J‐81: Estimation of Dose Variations During Prostate Radiation Treatment Due to Elastic Deformations of Soft Tissues

Conference Medical Physics · January 1, 2007 Objective: The true dose distribution is subject to change due to organ shifts and also deformations. The goal of this work is to estimate the effect of the elastic organ deformations on the dose distribution for the average prostate IMRT treatment. Method ... Full text Cite

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Conference International Journal of Radiation Oncology*Biology*Physics · November 2006 Full text Cite

WE‐E‐ValA‐03: Dosimetric Evaluation of Prostate IMRT Treatments Positioned Based On Cone‐Beam CT

Conference Medical Physics · January 1, 2006 Purpose: To evaluate the dosimetric consequence of 3D positioning verification for prostate IMRT treatment using CBCT. Method and Materials: Patients in this study were repositioned using 2D orthogonal radiographic images, taken prior to treatment to match ... Full text Cite

SU‐FF‐T‐334: Moving From Measurements Toward Independent Computer Calculations for Patient‐Specific IMRT QA

Conference Medical Physics · January 1, 2006 Purpose: A medical physicist's time and resources are always balanced between many clinical obligations. It would be advantageous for physicists to forgo measurements of IMRT plans in lieu of independent computer calculations. In this work, we investigate ... Full text Cite

SU‐FF‐T‐66: A Technique for Cone‐Beam CT‐Guided Stereotactic Body Radiation Therapy

Conference Medical Physics · January 1, 2006 Purpose: To develop and assess a technique using cone‐beam CT (CBCT) to localize treatment targets for stereotactic body radiation therapy (SBRT). Material and Methods: Patients selected for SBRT had 3‐D or 4‐D CT simulation with immobilization. GTV, CTV, ... Full text Cite

SU‐FF‐J‐22: An Image Based Statistical Shape Model and Its Application in Radiotherapy Margin Design

Conference Medical Physics · January 1, 2006 Purpose: A novel imaging based model is proposed to describe the stochastic nature of the shape and location of a volume of interest (VOI). Based on the VOIs in sequential patient images, the model can predict the probability that a specific point will bel ... Full text Cite

SU‐FF‐I‐17: Reduction of Set‐Up Error Using Cone Beam‐CT in Patients Undergoing Partial Breast Irradiation

Conference Medical Physics · January 1, 2006 Purpose: Partial breast irradiation with multiple external beams requires accurate alignment of the target volume and treatment isocenter. On‐board plannar kV/MV imaging can verify set‐up based on boney landmarks. On‐board cone beam CT (CBCT) may provide a ... Full text Cite

SU‐EE‐A1‐04: Verifying Internal Target Volume Using Cone‐Beam CT for Stereotactic Body Radiotherapy Treatment

Conference Medical 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 ... Full text Cite

SU‐FF‐J‐86: Intra‐ and Inter‐Breath‐Hold Position Variations for OBI Guided Amplitude Gating Treatment with Breath Hold

Conference Medical 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 ... Full text Cite

MO‐A‐224C‐01: Daily Localization I: KV/CBCT

Conference Medical 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 ... Full text Cite

SU‐FF‐J‐16: A Tool for Off‐Line Review of 3D Target Verification and Localization with Cone‐Beam Computed Tomography

Conference Medical 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 ... Full text Cite

SU‐FF‐T‐374: Quality Assurance of the On‐Board Imager and Cone‐Beam Computed Tomography Systems

Conference Medical Physics · January 1, 2006 Purpose: To develop a comprehensive quality assurance (QA) program for the On‐Board Imager (OBI) used for patient positioning verification and to present the results of QA tests over extended periods from multiple institutions. Radiographic and cone‐beam c ... Full text Cite

TU‐FF‐A2‐01: Feasibility of Cone‐Beam CT Based Treatment Planning

Conference Medical Physics · January 1, 2006 Purpose: To investigate the feasibility of cone‐beam computed tomography (CBCT)‐based treatment planning. Methods: HU of material disks in Catphan, HU profiles for homogeneous and inhomogeneous phantoms, and HU values in different tissue areas of brain, th ... Full text Cite

SU‐FF‐T‐186: Commissioning of Tissue Inhomogeneity Correction of Eclipse Radiation Treatment Planning System Using a Lung Phantom

Conference Medical Physics · January 1, 2005 Purpose: It has been noted that dosimetric difference due to tissue inhomogeneity is significant for a lung patient. If there is no tissue inhomogeneity correction (IC) made, the treatment plan could mislead treatment. Commercial radiation treatment planni ... Full text Cite

SU‐FF‐J‐80: Clinical Procedures for Daily Patient Setup Verification Using On‐Board Imager (OBI)

Conference Medical Physics · January 1, 2005 Purpose: The newly installed OBI system consists of a kilo‐voltage (KV) X‐ray source and a flat‐ panel detector mounted orthogonally to the megavoltage portal imager (MV) in Varian 21EX machine. These devices are linked to the OBI workstation which provide ... Full text Cite