ConferenceProgress in Biomedical Optics and Imaging Proceedings of SPIE · April 2, 2026
The simultaneous multi-energy capability of photon-counting detectors (PCDs) enables CT imaging with multiple contrast agents, which is particularly valuable for preclinical cancer studies such as photon-counting CT (PCCT) imaging of mouse models of head a ...
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ConferenceProgress in Biomedical Optics and Imaging Proceedings of SPIE · April 2, 2026
Supervised deep learning methods have saturated nearly every step of medical imaging data acquisition and reconstruction pipelines, complementing older numerical methods and physics-informed prior information with a new generation of data-specific prior in ...
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ConferenceProgress in Biomedical Optics and Imaging Proceedings of SPIE · April 1, 2026
Understanding the interplay between brain and heart function is critical for mapping systemic aging and risk for neurodegenerative and cardiovascular diseases. We combined resting-state functional MRI (rs-fMRI) and photon-counting computed tomography (PCCT ...
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ConferenceProgress in Biomedical Optics and Imaging Proceedings of SPIE · April 1, 2026
Preclinical 5D (3 spatial dimensions + energy + time) in vivo photon-counting micro-CT (PCCT) imaging enables cardiac phenotyping in humanized mouse models of cardiovascular disease risk. Our group has previously used 5D cardiac PCCT imaging of mice and a ...
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ConferenceProgress in Biomedical Optics and Imaging Proceedings of SPIE · January 1, 2025
Unruptured intracranial aneurysms (UIAs) pose significant clinical challenges due to their risk of growth and rupture. Early and accurate imaging is essential for effective management and understanding their pathophysiology. This study integrates three adv ...
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ConferenceProgress in Biomedical Optics and Imaging Proceedings of SPIE · January 1, 2025
Micro-CT imaging studies in mouse cancer models are vital for developing therapeutics. Multi-energy CT imaging with a photon-counting detector (PCD) improves material separation in cancer studies involving nanoparticle-based contrast agents and combination ...
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ConferenceProgress in Biomedical Optics and Imaging Proceedings of SPIE · January 1, 2025
Apolipoprotein E (APOE) genotype and nitric oxide synthase 2 (NOS2) expression are key genetic factors that influence bone health. While prior studies explored differences in bones by APOE genotype, the role of sex and NOS2 require further investigation. I ...
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ConferenceProgress in Biomedical Optics and Imaging Proceedings of SPIE · January 1, 2025
This study investigates the use of a convolutional neural network to perform micro-CT perfusion quantification. Perfusion CT has demonstrated substantial benefits in human medicine, being widely used for assessing cerebral blood flow in stroke patients, ev ...
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ConferenceProgress in Biomedical Optics and Imaging Proceedings of SPIE · January 1, 2025
Decades of x-ray CT research focuses on iterative reconstruction and denoising methods to alleviate constraints on data sampling and ionizing radiation dose. In particular, multi-channel CT imaging applications (multienergy, dynamic) remain an active area ...
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ConferenceProgress in Biomedical Optics and Imaging Proceedings of SPIE · January 1, 2025
This study presents the development, implementation, and testing of a 3D printed phantom with two compartments designed for dynamic micro-CT imaging using low molecular weight contrast agents. The phantom was evaluated through both optical and micro-CT ima ...
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ConferenceProgress in Biomedical Optics and Imaging Proceedings of SPIE · January 1, 2025
This study aims to develop a simpler, quicker, and more effective method for ex vivo vascular imaging using VivoVist™, a barium-based micro-CT contrast agent, combined with an anticoagulant. VivoVist™ (Nanoprobes, Inc.) is a commercially available contrast ...
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ConferenceProgress in Biomedical Optics and Imaging Proceedings of SPIE · January 1, 2024
Alzheimer's disease (AD), a prevalent neurodegenerative disorder, is influenced by an intricate mix of risk factors including age, genetics, and environmental variables. In our study, we employed mouse models with human APOE alleles and nitric oxide syntha ...
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ConferenceProgress in Biomedical Optics and Imaging Proceedings of SPIE · January 1, 2024
Recently, we have released the first open-source version of our Multi-Channel CT Reconstruction (MCR) Toolkit (https://gitlab.oit.duke.edu/dpc18/mcr-toolkit-public). The initial release of the Toolkit represents 10 years of development and provides a compl ...
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ConferenceProgress in Biomedical Optics and Imaging Proceedings of SPIE · January 1, 2024
In preclinical studies, micro-CT is frequently employed to yield valuable anatomical insights. However, there has been an increasing need for micro-CT in extracting functional measurements such as with perfusion imaging. Perfusion imaging plays a crucial r ...
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ConferenceProgress in Biomedical Optics and Imaging Proceedings of SPIE · January 1, 2024
The advent of clinical photon counting x-ray CT (PCCT) has yielded gains in spatial resolution, noise performance, contrast resolution, and radiation dose management in numerous diagnostic applications. Pediatric populations, especially, stand to benefit f ...
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ConferenceProgress in Biomedical Optics and Imaging Proceedings of SPIE · January 1, 2024
Photon-counting detectors (PCDs) are advantageous for spectral CT imaging and material decomposition because they simultaneously acquire projections at multiple energies using energy thresholds. Unfortunately, the PCD produces noisy weighted filtered backp ...
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ConferenceProgress in Biomedical Optics and Imaging Proceedings of SPIE · January 1, 2024
Photon-counting detectors (PCDs) represent a technological advancement in X-ray CT imaging, bringing increased spatial resolution and spectral information to imaging in medical and industrial fields. Despite their potential, a critical issue arises from de ...
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ConferenceProgress in Biomedical Optics and Imaging Proceedings of SPIE · January 1, 2023
Supervised deep learning methods have rapidly advanced to the forefront of medical imaging research; however, they face limitations in advanced CT applications. For instance, label generation is difficult for retrospective cardiac CT data where dose modula ...
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ConferenceProgress in Biomedical Optics and Imaging Proceedings of SPIE · January 1, 2023
Superior material discrimination provided by photon counting detector (PCD) technology promises to transform X-ray CT into a functional and molecular imaging modality while maintaining its high spatial resolution, fast scanning times, and relatively low co ...
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ConferenceProgress in Biomedical Optics and Imaging Proceedings of SPIE · January 1, 2023
Spectral micro-CT shows great potential to provide accurate material composition by utilizing the energy dependence of x-ray attenuation in different materials. This is especially well-suited for pre-clinical imaging using nanoparticle-based contrast agent ...
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ConferenceProgress in Biomedical Optics and Imaging Proceedings of SPIE · January 1, 2022
Cardiac CT imaging is invaluable in a variety of applications including non-invasive assessment of coronary artery calcifications, the ruling out of acute coronary artery syndrome, and the planning of valve replacement procedures. Newer applications includ ...
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ConferenceProgress in Biomedical Optics and Imaging Proceedings of SPIE · January 1, 2022
The photon-counting (PC) detector technology promises to enhance the number of CT applications due to the spectral information. Of high interest for the cancer research community is imaging the tumor delivery of Cisplatin (CisPt), a chemotherapeutic agent ...
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ConferenceProgress in Biomedical Optics and Imaging Proceedings of SPIE · January 1, 2022
The purpose of this study was to investigate if radiomic analysis based on spectral micro-CT with nanoparticle contrast-enhancement can differentiate tumors based on tumor-infiltrating lymphocyte (TIL) burden. High mutational load transplant soft tissue sa ...
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ConferenceProgress in Biomedical Optics and Imaging Proceedings of SPIE · January 1, 2022
Novel deep learning (DL) methods have produced state-of-the-art results in nearly every area of x-ray CT data processing. However, DL-driven, iterative reconstruction remains challenging because of the volumetric nature of many reconstruction problems: the ...
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ConferenceProgress in Biomedical Optics and Imaging Proceedings of SPIE · January 1, 2022
Non-invasive imaging strategies are essential in understanding the factors associated with the ongoing rise in cardiovascular disease (CVD) and Alzheimer’s disease (AD), and the possible interactions between these diseases. Our scientific premise is based ...
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ConferenceProceedings of SPIE the International Society for Optical Engineering · January 1, 2022
Developing novel contrast agents for multi-energy photon-counting (PC)CT will require a clear translation pathway from preclinical validation to clinical applications. To begin this development, we have used a clinical PCCT scanner (Siemens NAEOTOM Alpha) ...
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ConferenceProceedings of SPIE the International Society for Optical Engineering · January 1, 2022
Photon-counting detector (PCD) CT promises to improve routine CT imaging applications with higher spatial resolution, lower levels of noise at fixed dose, and improved image contrast while providing spectral information with every scan. We propose and demo ...
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ConferenceProceedings of SPIE the International Society for Optical Engineering · January 1, 2022
Although photon counting detectors (PCD) can offer numerous benefits for CT imaging, it is difficult to generate accurate material decompositions from photon counting (PC) CT images due to spectral distortions. In this work, we present a deep learning (DL) ...
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ConferenceProgress in Biomedical Optics and Imaging Proceedings of SPIE · January 1, 2021
While the benefits of photon counting (PC) CT are significant, the performance of current PCDs is limited by physical effects distorting the spectral response. In this work, we examine a deep learning (DL) approach for spectral correction and material deco ...
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ConferenceProgress in Biomedical Optics and Imaging Proceedings of SPIE · January 1, 2021
Deep learning (DL) approaches to image denoising have advanced real-world performance in one of the most thoroughly studied areas of digital signal processing. Keys to the success of DL are data-driven approximation of an underlying signal model and non-li ...
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ConferenceProgress in Biomedical Optics and Imaging Proceedings of SPIE · January 1, 2021
We are developing imaging methods for the preclinical arm of a co-clinical trial investigating synergy between immunotherapy and radiotherapy. We perform in vivo micro-CT of mouse lungs to detect lung metastasis after treatment. This work explores deep lea ...
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ConferenceProgress in Biomedical Optics and Imaging Proceedings of SPIE · January 1, 2020
The maturation of photon-counting detector (PCD) technology promises to enhance routine CT applications with high-fidelity spectral information, transforming X-ray CT into a functional and molecular imaging modality, while maintaining the high spatial reso ...
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ConferenceProgress in Biomedical Optics and Imaging Proceedings of SPIE · January 1, 2020
Advancements in deep learning and GPU computing have exponentially driven the application of neural networks to classic medical imaging problems: denoising, segmentation, artifact removal, etc. Deep learning solutions are particularly attractive for proces ...
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ConferenceProgress in Biomedical Optics and Imaging Proceedings of SPIE · January 1, 2020
There is potential to improve CT imaging by adding spectral capabilities as given by photon counting detectors (PCD). Here we describe and assess performance of a new spectral micro-CT prototype system using a CdTe-based PCD with 100-µm pixel size (model X ...
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ConferenceProgress in Biomedical Optics and Imaging Proceedings of SPIE · January 1, 2020
Radiomics provide an exciting approach to developing imaging biomarkers in the context of precision medicine. We focus on the preclinical arm of a co-clinical trial investigating synergy of immunotherapy combined with radiation therapy (RT) and surgical re ...
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ConferenceProgress in Biomedical Optics and Imaging Proceedings of SPIE · January 1, 2020
High-Z based nanoparticles (NP) are emerging as promising agents for both cancer radiotherapy (RT) and CT imaging. NPs can be delivered to tumors via the enhanced permeability and retention (EPR) effect and they preferentially accumulate in tumor's perivas ...
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ConferenceProgress in Biomedical Optics and Imaging Proceedings of SPIE · January 1, 2019
Small animal imaging has become essential in evaluating new cancer therapies as they are translated from the preclinical to clinical domain. However, preclinical imaging is faced with unique challenges that emphasize the gap between mouse and man. One exam ...
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ConferenceProgress in Biomedical Optics and Imaging Proceedings of SPIE · January 1, 2019
Small animal imaging is essential in building a bridge from basic science to the clinic by providing the confidence necessary to move new cancer therapies to patients. However, there is considerable variability in preclinical imaging, including tumor volum ...
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ConferenceProgress in Biomedical Optics and Imaging Proceedings of SPIE · January 1, 2019
In the context of x-ray CT, data completion is the process of augmenting truncated projection data to avoid artifacts during reconstruction. Data completion is commonly employed in dual-source CT where physical or hardware constraints limit the field of vi ...
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ConferenceProgress in Biomedical Optics and Imaging Proceedings of SPIE · January 1, 2019
Deep learning methods have shown great promise in tackling challenging medical imaging tasks. Within the field of x-ray CT, deep learning for image denoising is of interest because of the fundamental link between ionizing radiation dose and diagnostic imag ...
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ConferenceProgress in Biomedical Optics and Imaging Proceedings of SPIE · January 1, 2018
The superiority of iterative reconstruction techniques over analytical ones is documented in a variety of CT imaging applications. However, iterative reconstruction techniques generally require a substantial increase in data processing time and required re ...
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ConferenceProgress in Biomedical Optics and Imaging Proceedings of SPIE · January 1, 2018
Dual energy (DE) micro-CT shows great potential to provide accurate tissue composition by utilizing the energy dependence of x-ray attenuation in different materials. This is especially well-suited for pre-clinical imaging using nanoparticle-based contrast ...
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ConferenceProgress in Biomedical Optics and Imaging Proceedings of SPIE · January 1, 2018
Spectral CT can provide accurate tissue composition measurements by utilizing the energy dependence of x-ray attenuation in different materials. We have introduced image reconstruction and material decomposition algorithms for multi-energy CT data acquired ...
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ConferenceProgress in Biomedical Optics and Imaging Proceedings of SPIE · January 1, 2018
Advances in CT hardware have propelled the development of novel CT contrast agents. Combined with the spectral capabilities of X-ray CT, molecular imaging is possible using multiple heavy-metal contrast agents. Nanoparticle platforms make particularly attr ...
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ConferenceProgress in Biomedical Optics and Imaging Proceedings of SPIE · January 1, 2018
Spectral CT using photon counting x-ray detectors (PCXDs) can provide accurate tissue composition measurements by utilizing the energy dependence of x-ray attenuation in different materials. PCXDs are especially suited for imaging Kedge contrast agents, re ...
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ConferenceProgress in Biomedical Optics and Imaging Proceedings of SPIE · January 1, 2017
There is an unmet need for CT image reconstruction algorithms that reliably provide diagnostic image quality at reduced radiation dose. Toward this end, we integrate a state-of-the-art statistical reconstruction algorithm, ordered subsets, and separable qu ...
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ConferenceProgress in Biomedical Optics and Imaging Proceedings of SPIE · January 1, 2017
The superiority of iterative reconstruction techniques over classic analytical ones is well documented in a variety of CT imaging applications where radiation dose and sampling time are limiting factors. However, by definition, the iterative nature of adva ...
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ConferenceProgress in Biomedical Optics and Imaging Proceedings of SPIE · January 1, 2017
X-ray CT is widely used, both clinically and pre-clinically, for fast, high-resolution, anatomic imaging; however, compelling opportunities exist to expand its use in functional imaging applications. For instance, temporally-resolved CT data can detail car ...
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ConferenceProgress in Biomedical Optics and Imaging Proceedings of SPIE · January 1, 2016
Gold nanoparticles (AuNPs) are emerging as promising agents for both cancer therapy and CT imaging. AuNPs are delivered to tumors via the enhanced permeability and retention effect and they preferentially accumulate in close proximity to the tumor blood ve ...
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ConferenceProgress in Biomedical Optics and Imaging Proceedings of SPIE · January 1, 2016
Spectral x-ray imaging based on photon-counting x-ray detectors (PCXD) is an area of growing interest. By measuring the energy of x-ray photons, a spectral CT system can better differentiate elements using a single scan. However, the spatial resolution ach ...
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ConferenceProgress in Biomedical Optics and Imaging Proceedings of SPIE · January 1, 2016
X-ray CT is widely used, both clinically and preclinically, for fast, high-resolution, anatomic imaging; however, compelling opportunities exist to expand its use in functional imaging applications. For instance, spectral information combined with nanopart ...
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ConferenceProgress in Biomedical Optics and Imaging Proceedings of SPIE · January 1, 2016
Spectral CT using a photon-counting x-ray detector (PCXD) can potentially increase accuracy of measuring tissue composition. However, PCXD spectral measurements suffer from distortion due to charge sharing, pulse pileup, and Kescape energy loss. This study ...
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ConferenceProgress in Biomedical Optics and Imaging Proceedings of SPIE · January 1, 2015
Relative to prospective projection gating, retrospective projection gating for dynamic CT applications allows fast imaging times, minimizing the potential for physiological and anatomic variability. Preclinically, fast imaging is attractive due to the rapi ...
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ConferenceProgress in Biomedical Optics and Imaging Proceedings of SPIE · January 1, 2015
We are developing a hybrid, dual-source micro-CT system based on the combined use of an energy integrating (EID) x-ray detector and a photon counting x-ray detector (PCXD). Due to their superior spectral resolving power, PCXDs have the potential to reduce ...
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ConferenceProgress in Biomedical Optics and Imaging Proceedings of SPIE · January 1, 2015
One of the major challenges for in vivo, micro-computed tomography (CT) imaging is poor soft tissue contrast. To increase contrast, exogenous contrast agents can be used as imaging probes. Combining these probes with a photon counting x-ray detector (PCXD) ...
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ConferenceProgress in Biomedical Optics and Imaging Proceedings of SPIE · January 1, 2015
Atlas construction is of great interest in the medical imaging community as a tool to visually and quantitatively characterize anatomic variability within a population. Because such atlases generally exhibit superior data fidelity relative to the individua ...
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Conference2014 IEEE 11th International Symposium on Biomedical Imaging Isbi 2014 · July 29, 2014
While helical scanning is well established in the clinical arena, most micro-CT scanners use circular cone beam trajectories and approximate reconstructions based on a filtered backprojection (FBP) algorithm. This may be sufficient for some applications, b ...
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ConferenceProgress in Biomedical Optics and Imaging Proceedings of SPIE · January 1, 2014
In preclinical research, micro-CT is commonly used to provide anatomical information; however, there is significant interest in using this technology to obtain functional information in cardiac studies. The fastest acquisition in 4D cardiac micro-CT imagin ...
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ConferenceProgress in Biomedical Optics and Imaging Proceedings of SPIE · January 1, 2014
There is ongoing interest in extending CT from anatomical to functional imaging. Recent successes with dual energy CT, the introduction of energy discriminating x-ray detectors, and novel, target-specific, nanoparticle contrast agents enable functional ima ...
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ConferenceProgress in Biomedical Optics and Imaging Proceedings of SPIE · January 1, 2014
To match recent clinical dual energy (DE) CT studies focusing on the lung, similar developments for DE micro-CT of the rodent lung are required. Our group has been actively engaged in designing pulmonary gating techniques for micro- CT, and has also introd ...
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ConferenceProgress in Biomedical Optics and Imaging Proceedings of SPIE · June 3, 2013
Dual energy (DE) CT imaging is expected to play a major role in the diagnostic arena as it provides a quantitative decomposition of basis materials, opening the door for new clinical applications without significantly increasing dose to the patient. DE-CT ...
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ConferenceProgress in Biomedical Optics and Imaging Proceedings of SPIE · May 4, 2012
Micro-CT has become a powerful tool for small animal research. Many micro-CT applications require exogenous contrast agents, which are most commonly based on iodine. Despite advancements in contrast agents, single-energy micro-CT is sometimes limited in th ...
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ConferenceProc SPIE Int Soc Opt Eng · February 23, 2012
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Bilateral filtration has proven an effective tool for denoising CT data. The classic filter utilizes Gaussian domain and range weighting functions in 2D. More recently, other distributions have yielded more accurate results in specific applications, and th ...
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ConferenceProc SPIE Int Soc Opt Eng · 2012
Featured Work
X-ray Luminescence CT (XLCT) is a hybrid imaging modality combining x-ray and optical imaging in which x-ray luminescent nanophosphors (NPs) are used as emissive imaging probes. NPs are easily excited using common CT energy x-ray beams, and the NP luminesc ...
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ConferenceProgress in Biomedical Optics and Imaging Proceedings of SPIE · May 13, 2011
Spectral CT imaging is expected to play a major role in the diagnostic arena as it provides material decomposition on an elemental basis. One fascinating possibility is the ability to discriminate multiple contrast agents targeting different biological sit ...
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ConferenceProgress in Biomedical Optics and Imaging - Proceedings of SPIE · 2010
Dynamic imaging with micro-CT often produces poorly-distributed sets of projections, and reconstructions of this data with filtered backprojection algorithms (FBP) may be affected by artifacts. Iterative reconstruction algorithms and total variation (TV) d ...
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ConferenceProc SPIE Int Soc Opt Eng · 2010
Featured Work
Image reconstruction is one of the main challenges for fluorescence tomography. For in vivo experiments on small animals, in particular, the inhomogeneous optical properties and irregular surface of the animal make free-space image reconstruction challengi ...
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ConferenceProgress in Biomedical Optics and Imaging Proceedings of SPIE · June 15, 2009
The attenuation of x-rays in matter is dependent on the energy of the x-rays and the atomic composition of the matter. Attenuation measurements at multiple x-ray energies can be used to improve the identification of materials. We present a method to estima ...
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ConferenceProgress in Biomedical Optics and Imaging Proceedings of SPIE · June 15, 2009
Quantitative in-vivo imaging of lung perfusion in rodents can provide critical information for preclinical studies. However, the combined challenges of high temporal and spatial resolution have made routine quantitative perfusion imaging difficult in roden ...
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ConferenceProc SPIE Int Soc Opt Eng · February 16, 2009
Featured Work
Fluorescence imaging is an important tool for tracking molecular-targeting probes in preclinical studies. It offers high sensitivity, but nonetheless low spatial resolution compared to other leading imaging methods such CT and MRI. We demonstrate our metho ...
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ConferenceProc SPIE Int Soc Opt Eng · April 18, 2008
Featured Work
Micro-CT is a non-invasive imaging modality usually used to assess morphology in small animals. In our previous work, we have demonstrated that functional micro-CT imaging is also possible. This paper describes a dual micro-CT system with two fixed x-ray/d ...
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ConferenceMedical Physics · January 1, 2008
Purpose: We present an automated method for segmentation and tracking of hearth anatomy using 4D cardiac micro‐CT datasets in mice. Cardiac motion is determined and analyzed using the deformation field obtained after non‐rigidly deforming a template to all ...
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ConferenceProceedings of SPIE the International Society for Optical Engineering · January 1, 2007
In vivo quantitative studies of cardiac function in mouse models provide information about cardiac pathophysiology in more detail than can be obtained in humans. Quantitative measurements of left ventricular (LV) volume at multiple contractile phases are p ...
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Conference2006 3rd IEEE International Symposium on Biomedical Imaging from Nano to Macro Proceedings · January 1, 2006
We propose the use of Tomographic Digital Subtraction Angiography (TDSA) for functional imaging in small animals. TDSA combines the advantages of high temporal resolution of digital subtraction angiography (DSA) and high spatial resolution of micro-compute ...
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Conference2004 2nd IEEE International Symposium on Biomedical Imaging Macro to Nano · January 1, 2004
The availability of genetically altered mouse models of human disease and the increasing use of small animals in basic research have spurred extraordinary interest in new imaging methodologies - particularly magnetic resonance microscopy, microCT, and micr ...
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Conference2004 2nd IEEE International Symposium on Biomedical Imaging Macro to Nano · January 1, 2004
Two of the major barriers to improved image quality in micro-CT are the reduced signal to noise imposed by the smaller voxels and the effects of physiologic motion. The most direct approach to increase the signal to noise ratio (SNR) is to increase the flu ...
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Conference2004 2nd IEEE International Symposium on Biomedical Imaging Macro to Nano · January 1, 2004
Magnetic resonance microscopy is capable of producing high-resolution pulmonary images in live rodents by synchronizing the image acquisition across multiple breaths. The precision with which one can control motion will probably define the resolution limit ...
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ConferenceMEDICON 2001: PROCEEDINGS OF THE INTERNATIONAL FEDERATION FOR MEDICAL & BIOLOGICAL ENGINEERING, PTS 1 AND 2 · January 1, 2001Link to itemCite
ConferenceMEDICON 2001: PROCEEDINGS OF THE INTERNATIONAL FEDERATION FOR MEDICAL & BIOLOGICAL ENGINEERING, PTS 1 AND 2 · January 1, 2001Link to itemCite