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Congratulations to our faculty and trainees who submitted to the AAPM Annual Meeting and Exhibition, held July 21-25 in Los Angeles, California.
Authors | Abstract Titles | Session Type |
Yongsook C. Lee, Mehran Nik Akhtar, Yongbok Kim, Jae Won Jung | Sensitivity of contributing factors to central-axis heterogeneity corrections in ocular brachytherapy using a 16-mm COMS plaque loaded with 125I seeds | Poster |
Yongsook C. Lee, Mehran Nik Akhtar, Yongbok Kim, Jae Won Jung | Sensitivity of contributing factors to off-axis heterogeneity corrections for optic disc and macula dose in ocular brachytherapy using a 16-mm COMS plaque loaded with 125I seeds | Poster |
Casey Lee, Ruilin Li, Junzo Chino, Diandra Ayala-Peacock, Oana Craciunescu, Sheridan Meltsner, Yang Sheng, Julie Raffi, Yongbok Kim | Can A Universal Interstitial Cylinder Be Used Instead Of Vaginal Cylinder Plus Interstitial Needles For Endometrial Cancer Treatment? | Poster |
Casey Y. Lee and Mandar S. Bhagwat | Field-Size Dependent Backscatter Dose Correction in Superficial HDR Brachytherapy | Poster |
Mandar S. Bhagwat, and Casey Y. Lee | Can We Retrieve Lost Backscatter Dose during Superficial HDR Treatments? | Poster |
Tyler V. Kay, Anna Price, Eric Martin, Denise Dunn, Victoria Radosova, Andrew Thompson, Stepan Mikhailov, Ying Wu, Zachary J. Reitman, Scott R. Floyd, Mark Oldham | Investigating the FLASH Effect in Normal Rat Brain Using Three Independent Methods: Immunofluorescence, Cytokine Profiling, and Neuron Counting | Oral |
V. Parker Radosova, T. Kay, A. Price, E. Martin, D. Dunn, A. Thompson, S. Mikhailov, Y. Wu, S. R. Floyd, Z. J. Reitman, M. Oldham | Assessing FLASH effect of normal brain sparing through confocal microscopy of microglial morphology | Poster |
Victoria J. P. Radosova, Nerissa T. Williams, John Cart, Mark Oldham and Chang-Lung Lee | Quantifying bone dose from thoracic radiation treatments on clonal hematopoiesis of p53 mutant cells in a small animal model | Poster |
J.B. Stevens, Y.M. Mowery, D.M. Brizel, J.G. Liu, W.P. Segars, and K.J. Lafata | In-silico Tumor Modeling and Digital Twins of Oropharyngeal Cancer Based on Assimilation of Mathematical Biology and Clinical Imaging | Poster |
J.B. Stevens, J. Je, B.A. Riley, C. Wang, Y.M. Mowery, D.M. Brizel, J.G. Liu, K.J. Lafata | Dynamic modeling of oropharyngeal tumor habitats to interrogate chemoradiation resistance | Poster |
Edward R Criscuolo, Deshan Yang | An Approach for the in-Silico Simulation of Human Abdominal Vasculature | Oral |
Edward Criscuolo, Yao Hao, Deshan Yang | A Landmark Pair Identification Method in Abdominal Contrast-Enhanced CT Scans for DIR Validation | Poster |
Anna E. Rodrigues, Jae Won Jung, Robert A. Corns and Yongbok Kim | Experience with an Inter-Institutional Medical Physics Resident Exchange: An Opportunity for Resource Sharing | Poster |
Qiuwen Wu, Xin Wu, Yang Sheng, Qing-Rong Jackie Wu, Anna E. Rodrigues, and Joseph P. Kowalski | A Technique to Deliver Arbitrary Dose Rate IMRT | Poster |
Irina Vergalasova, Leah K. Schubert, Hania A. Al-Hallaq, Kristi Rae Gayle Hendrickson, Laura Padilla and Anna E. Rodrigues | Current State of Professionalism Training in Medical Physics Residency Programs from a National Survey | Poster |
Wesley Andrew Cunningham, Christian Gibson, Anna E. Rodrigues, Dean Darnell, Mark Oldham, and Justus Adamson | Dosimetry and Image Analysis of Magnetic Hydrogel for Sparing Bowel and Rectum during SBRT | Poster |
Austin M. Faught, Yevgeniy Vinogradskiy, Nzhde Agazaryan, Tina Marie Briere, Catherine Coolens, John B Fiveash, Junfang Gao, Taoran Li, Richard A. Popple, Anna E. Rodrigues, Wenyin Shi, Benjamin J. Sintay, Kelly L. Stuhr, Ning Wen, and Stephen F. Kry | National Trends in Multi-Lesion Stereotactic Radiosurgery: An Iroc Survey on the State of the Practice | Poster |
Michael Enrique Garcia Alcoser, Trevor McKeown, Hongyu An, H Michael Gach, Yao Hao, and Deshan Yang | Patient-Specific Interfractional Motion Prediction Model for Peripheral Non-Small Cell Lung Cancer Using Deep Learning | Poster |
Kai-Cheng Chuang, Yuyao Wu, Lam My Lay, Guoqiang Cui, Jennifer C. O'Daniel, and Justus Adamson | Dosimetric Effect on AI Based Virtual Log File Patient-Specific QA | Poster |
Wesley Cunningham, Christian Gibson, Anna E. Rodrigues, Dean Darnell, Mark Oldham, and Justus Adamson | Dosimetry and Image Analysis of Magnetic Hydrogel for Sparing Bowel and Rectum during SBRT | Poster |
Lana Wang, Zhenyu Yang, Dominic LaBella, Zachary J. Reitman, John Ginn, Justus Adamson, Kyle Lafata, Evan Calabrese, and Chunhao Wang | Quantifying U-Net Uncertainty in MRI-Based Meningioma Segmentation for Radiotherapy | Poster |
Neville Choo, Brett Gary Erickson, Ke Lu, William M. Giles and Justus Adamson | Streamlining the Verification of Radiotherapy Contours By Identifying Clinical Relevant Subsections | Poster |
Christian Gibson, Wesley Cunningham, Dean Darnell and Justus Adamson | Towards Development of an Electromagnetic System to Control Magnetic Hydrogel for Radiotherapy Applications | Oral |
Casey C. Heirman, Ashlyn G. Rickard, Rico Castillo, Katherine Gonzalez, Allison Pittman, Yvonne M. Mowery, Kyle J. Lafata | Employing preclinical mouse models to computationally interrogate imaging biomarkers of chemoradiation resistance | Poster |
Jennifer O'Daniel, Victor Hernandez, Catharine Clark, Marco Esposito, Joerg Lehmann, Andrea McNiven, Igor Olaciregui-Ruiz, Stephen Kry | Prospective Risk Assessment for Treatment Verification Device Validation: FMEA Analysis for TG-360 | Oral |
Kai-Cheng Chuang, Orlando Trejo, Jessica Lee, Zhenghua Amy Xia | Multi-Channel 3D Convolutional Neural Network to predict grade 2 xerostomia following definitive radiation for head and neck squamous cell carcinoma | Poster |
Zhuoran Jiang, Yankun Lang, Q. Jackie Wu, Liangzhong Xiang, Lei Ren | Towards General Deformable Medical Image Registration using Large Models: A Preliminary Study | Poster |
Zhuoran Jiang, Vijay R. Sharma, Mostafa Cham, Steve W. Peterson, Sina Mossahebi, Matthias K. Gobbert, Jerimy C. Polf, Lei Ren | Deep Learning-based Prompt Gamma Imaging for Proton Range Verification: A Monte-Carlo Simulation Study on Patient Data | Poster |
Zhendong Zhang, Edward Robert Criscuolo, Yao Hao, and Deshan Yang | A Comprehensive Liver CT Landmark Pair Dataset for Evaluating Deformable Image Registration Algorithms | Oral |
Trevor McKeown and Deshan Yang | Automated Metal Artifact Detection and Inpainting for Improved Cardiac Chamber Segmentation and Motion Quantification | Poster |
Yuhao Wang, Trevor McKeown, Yao Hao, Hongyu An, H Michael Gach and Deshan Yang | Cardiac Motion Analysis for Guiding the Stereotactic Arrhythmia Radiotherapy | Oral |
Kah Kee Ng, Michael Enrique Garcia Alcoser, Trevor McKeown, Yao Hao, H Michael Gach, Hongyu An and Deshan Yang | Real-Time 3D Cardiac Motion Computation from 2D-Cine MRI for Guiding Stereotactic Cardiac Radiation Treatment | Oral |
Zhendong Zhang, Trevor McKeown, and Deshan Yang | Simulation of Liver CT Digital Phantoms for Comprehensive Hepatic Vasculature Characterization and Segmentation | Oral |
Xiwen Shu, Zhenyu Yang, John Ginn, Ke Lu, Jingtong Zhao, Yibo Xie, Deshan Yang, and Chunhao Wang | Improving Automatic Imaging Segmentation Results Via Uncertainty-Based Margin Correction: A Study of U-Net Based Glioma Segmentation Using Multi-Parametric MRI (MP-MRI) | Oral |
Jingtong Zhao, Eugene Vaios, Deshan Yang, Kyle Lafata, Ke Lu, Hangjie Ji, Peter Fecci, Zhenyu Yang and Chunhao Wang | Radiogenomic Explainable AI (XAI) with Neural Ordinary Differential Equation (NODE) for Identifying Post-SRS Brain Metastasis Radionecrosis | Poster |
Deshan Yang, Chunhao Wang, Yao Hao | Develop the Average Human Anatomy Model for Organ Statistics Analysis and Segmentation Error Detection | Poster |
Deshan Yang, Chunhao Wang | Multiple-Organ Statistics Shape Modeling for Automatic Segmentation Error Detection | Poster |
Xinyi Li, Dongrong Yang, Yang Sheng, Yaorong Ge, Qiuwen Wu, Jackie Wu | When Does an AI Model Break? A Robustness Test on Input Parameters for a Head-and-Neck AI Model for Automatic IMRT Treatment Planning | Poster |
Julianna Schreiber Detrick, Yongbok Kim, Chunhao Wang, Scott Robertson, Junzo Chino, Diandra Alaya-Peacock, Oana Craciunescu | Diffusion-weighted imaging (DWI) and the optimal b-value for gross tumor volume (GTV) delineation in cervical cancer patients undergoing external beam radiation therapy (EBRT) followed by high dose rate (HDR) brachytherapy | Poster |
L. Bloom, O. Craciunescu, R. Venkataraman, Y. Kim, P. Segars, D. Ayala-Peacock, J. Raffi | Investigation of Deformable Registration Accuracy for a Real-Time TRUS Needle Tracking System for GYN HDR Brachytherapy | Poster |
Julie Raffi | The Importance of Developing Clinical Practice | Oral |
Dongrong Yang, Xin Wu, Xinyi Li, Ryan Mansfield, Qing-Rong Jackie Wu, Qiuwen Wu,Yang Sheng | Fully Automated Head-and-Neck Cancer Inverse Treatment Planning Using Deep Reinforcement Learning | Oral |
Dongrong Yang, William Paul Segars, Qing-Rong Jackie Wu, Yang Sheng | Lung Cancer Computed Tomography Synthesis with Denoising Diffusion Probabilistic Models | Poster |
Xin Wu, Jainil Shah, Patrick Wohlfahrt, Qiuwen Wu, Qing-Rong Jackie Wu, Yang Sheng | Accuracy Assesment of Photon-Counting CT for Dose Calculation in Photon Therapy | Poster |
Ke Lu, Casey Lee, Zhenyu Yang, Jingtong Zhao, Trey Mullikin, Chunhao Wang | Deep Diffused Ensemble Learning for CT Image Metal Artifact Reduction | Oral |
Guoqiang Cui and Jun Duan | An accurate and effective method for 3D Dose Verification of Single-isocenter Multiple-target SRS Plans | Poster |
Breylon Riley, Xiang Li, Jack B Stevens, Yvonne M. Mowery, David Brizel, Tammara Watts and Kyle Lafata | Computational Characterization of Immune Dysregulation in Oropharyngeal Squamous Cell Carcinoma | Poster |
Andrew Thompson, Tyler V. Kay, Anna Lynnette-Price, Eric L. Martin, Denise Dunn, Victoria J. P. Radosova, Stepan Mikhailov, Ying Wu, Scott R. Floyd, Zachary J. Reitman, and Mark Oldham | Flash RT Brain Tissue Sparing Analysis Using Yfp Neuron Expression | Poster |
Yuqi Wang, Fakrul Islam Tushar, Breylon Riley, Avivah Wang, Charlotte Elizabeth Read, Tina D. Tailor, Mustafa Bashir, Joseph Lo and Kyle Lafata | Radiomic-Demographic Data Fusion and Diagnostic Uncertainty Quantification Lead to Improved Specificity of Lung Cancers on Low Dose Screening CT | Poster |
Casey C. Heirman, Ashlyn G. Rickard, Rico Castillo, Katherine Gonzalez, Allison Pittman, Yvonne M. Mowery, and Kyle Lafata | Employing Preclinical Mouse Models to Computationally Interrogate Imaging Biomarkers of Chemoradiation Resistance | Poster |
Xiang Li, Gina Sotolongo, Manav Shah, Jane Liu, Jeffrey Hodgin, Laura Mariani, Lawrence Holzman, Andrew Janowczyk, Jarcy Zee, Laura Barisoni and Kyle Lafata | Computational Characterization of Lymphocyte Topology on Whole Slide Images of Glomerular Diseases | Oral |
Jin Zhou, Xiang Li, Dawit Demeke, Jane Liu, Jarcy Zee, Yijiang Chen, Andrew Janowczyk, Lawrence Holzman, Laura Mariani, Laura Barisoni, Jeffrey Hodgin and Kyle Lafata | Computational Characterization of Artery Morphology on Trichrome-Stained Whole Slide Images for Arteriosclerosis Diagnosis | Oral |
Xin Wu, Dongrong Yang, Yang Sheng, Yaorong Ge, Qingrong Jackie Wu and Qiuwen Wu | A Novel Application of Machine Learning for IMRT Fluence Map Optimization | Poster |
Tianyu Xiong, Guangping Zeng, Zhi Chen, Yu-Hua Huang, Bing Li, Xi Liu, Yang Sheng, Ge Ren, Qingrong Jackie Wu, Hong Ge and Jing Cai | Automatic Planning for Functional Lung Avoidance Radiotherapy Based on Function-Guided Dose Redirection | Oral |
Jennifer C. O'Daniel | Personalized Physics Chart Checking Using Structured FMEA Approach | Oral |
Justus Adamson, PhD
- Towards Development of an Electromagnetic System to Control Magnetic Hydrogel for Radiotherapy Applications
Christian Gibson1, Wesley Andrew Cunningham2, Dean Darnell, PhD2 and Justus Adamson, PhD2, (1)Duke University, Durham, NC, (2)Duke University Medical Center, Durham, NC - SU300-GPD(A)-LOUNGE-21 - Quantifying U-Net Uncertainty in MRI-Based Meningioma Segmentation for Radiotherapy
Lana Wang1, Zhenyu Yang2, Dominic LaBella1, Zachary J. Reitman, MD, PhD1, John Ginn, PhD1, Justus Adamson, PhD1, Kyle Lafata3, Evan Calabrese, MD PhD1, Chunhao Wang, PhD1 and Jingtong Zhao1, (1)Duke University, Durham, NC, (2)Duke Kunshan University, Kunshan, Jiangsu, China, (3)Department of Pathology, Duke University, Durham, NC - SU300-GPD(A)-LOUNGE-25 - Dosimetric Effect on AI Based Virtual Log File Patient-Specific QA
Kai-Cheng Chuang, PhD1, Yuyao Wu2, Lam My Lay3, Guoqiang Cui, PhD1, Jennifer C. O'Daniel, PhD1 and Justus Adamson, PhD1, (1)Duke University Medical Center, Durham, NC, (2)Duke Kunshan University, Kunshan, Jiangsu, China, (3)Louisiana State University, Baton Rouge, LA - TU300-GPD(B)-LOUNGE-243 - Dosimetry and Image Analysis of Magnetic Hydrogel for Sparing Bowel and Rectum during SBRT
Wesley Andrew Cunningham, Christian Gibson, Anna E. Rodrigues, PhD, Dean Darnell, PhD, Mark Oldham, PhD and Justus Adamson, PhD, Duke University Medical Center, Durham, NC - TU300-GPD(B)-LOUNGE-451 - Streamlining the Verification of Radiotherapy Contours By Identifying Clinical Relevant Subsections
Neville Choo1, Brett Gary Erickson2, Ke Lu, PhD3, William M. Giles2 and Justus Adamson, PhD2, (1)Duke Kunshan University, Kunshan, Jiangsu, China, (2)Duke University Medical Center, Durham, NC, (3)Duke University, Durham, NC
Diandra Ayala-Peacock, MD
- TU300-GPD(B)-LOUNGE-177 - Diffusion-Weighted Imaging (DWI) and the Optimal b-Value for Gross Tumor Volume (GTV) Delineation in Cervical Cancer Patients Undergoing External Beam Radiation Therapy (EBRT) Followed By High Dose Rate (HDR) Brachytherapy
Julianna Detrick1, Yongbok Kim, Ph.D.1, Chunhao Wang, PhD1, Scott H. Robertson, MEng2, Junzo Chino, MD3, Diandra Ayala-Peacock, MD2, Zachary Whipps2 and Oana I. Craciunescu, PhD3, (1)Duke University, Durham, NC, (2)Duke University, Durham, (3)Duke University Medical Center, Durham, NC - TU300-GPD(B)-LOUNGE-439 - Investigation of Deformable Registration Accuracy for a Real-Time TRUS Needle Tracking System for GYN HDR Brachytherapy
Lindsey Hendricks Bloom1, Oana I. Craciunescu, PhD2, Rajesh Venkarataman, PhD3, Yongbok Kim, Ph.D.1, William Paul Segars, PhD4, Diandra Ayala-Peacock, MD5 and Julie A. Raffi, PhD1, (1)Duke University, Durham, NC, (2)Duke University Medical Center, Durham, NC, (3)Eigen Health, Grass Valley, CA, (4)Carl E. Ravin Advanced Imaging Laboratories and Center for Virtual Imaging Trials, Duke University Medical Center, Durham, NC, (5)Duke University, Durham
David Brizel, MD
- SU300-GPD(A)-LOUNGE-34 - Computational Characterization of Immune Dysregulation in Oropharyngeal Squamous Cell Carcinoma
Breylon Riley1, Xiang Li2, Jack B Stevens2, Yvonne M. Mowery, MD, PhD3, David Brizel2, Tammara Watts1 and Kyle Lafata4, (1)Duke University, Durham, NC, (2)Duke University, Durham, (3)Department of Radiation Oncology, UPMC Hillman Cancer Center/University of Pittsburgh, Pittsburgh, PA, (4)Department of Pathology, Duke University, Durham, NC - SU300-GPD(A)-LOUNGE-43 - In-Silico Tumor Modeling and Digital Twins of Oropharyngeal Cancer Based on Assimilation of Mathematical Biology and Clinical Imaging
Jack B Stevens1, Yvonne M. Mowery, MD, PhD2, David Brizel1, Jian-Guo Liu, Ph.D.3, William Paul Segars, PhD4 and Kyle Lafata5, (1)Duke University, Durham, (2)Department of Radiation Oncology, UPMC Hillman Cancer Center/University of Pittsburgh, Pittsburgh, PA, (3)Department of Physics, Duke University, Durham, NC, (4)Carl E. Ravin Advanced Imaging Laboratories and Center for Virtual Imaging Trials, Duke University Medical Center, Durham, NC, (5)Department of Pathology, Duke University, Durham, NC - TU300-GPD(B)-LOUNGE-423 - Dynamic Modeling of Oropharyngeal Tumor Habitats to Interrogate Chemoradiation Resistance
Jack B Stevens1, Jihyeon Je2, Breylon Riley3, Chunhao Wang, PhD3, Yvonne M. Mowery, MD, PhD4, David Brizel1, Jian-Guo Liu, Ph.D.5 and Kyle Lafata6, (1)Duke University, Durham, (2)Department of Computer Science, Stanford University, Stanford, CA, (3)Duke University, Durham, NC, (4)Department of Radiation Oncology, UPMC Hillman Cancer Center/University of Pittsburgh, Pittsburgh, PA, (5)Department of Physics, Duke University, Durham, NC, (6)Department of Pathology, Duke University, Durham, NC
Junzo Chino, MD
- TU300-GPD(B)-LOUNGE-177 - Diffusion-Weighted Imaging (DWI) and the Optimal b-Value for Gross Tumor Volume (GTV) Delineation in Cervical Cancer Patients Undergoing External Beam Radiation Therapy (EBRT) Followed By High Dose Rate (HDR) Brachytherapy
Julianna Detrick1, Yongbok Kim, Ph.D.1, Chunhao Wang, PhD1, Scott H. Robertson, MEng2, Junzo Chino, MD3, Diandra Ayala-Peacock, MD2, Zachary Whipps2 and Oana I. Craciunescu, PhD3, (1)Duke University, Durham, NC, (2)Duke University, Durham, (3)Duke University Medical Center, Durham, NC
Kai-Cheng Chuang, PhD
- SU300-GPD(A)-LOUNGE-25 - Dosimetric Effect on AI Based Virtual Log File Patient-Specific QA
Kai-Cheng Chuang, PhD1, Yuyao Wu2, Lam My Lay3, Guoqiang Cui, PhD1, Jennifer C. O'Daniel, PhD1 and Justus Adamson, PhD1, (1)Duke University Medical Center, Durham, NC, (2)Duke Kunshan University, Kunshan, Jiangsu, China, (3)Louisiana State University, Baton Rouge, LA - SU300-GPD(A)-LOUNGE-44 - Multi-Channel 3D Convolutional Neural Network to Predict Grade 2 Xerostomia Following Definitive Radiation for Head and Neck Squamous Cell Carcinoma
Kai-Cheng Chuang, PhD, Duke University Medical Center, Durham, NC, Orlando Trejo, Colorado Associates In Medical Physics, Colorado Springs, CO, Jessica Lee, MD, Duke University Cancer Center, Raleigh, NC and Zhenghua Xia, Duke University, Raleigh, NC
Oana Craciunescu, PhD
- TU300-GPD(B)-LOUNGE-177 - Diffusion-Weighted Imaging (DWI) and the Optimal b-Value for Gross Tumor Volume (GTV) Delineation in Cervical Cancer Patients Undergoing External Beam Radiation Therapy (EBRT) Followed By High Dose Rate (HDR) Brachytherapy
Julianna Detrick1, Yongbok Kim, Ph.D.1, Chunhao Wang, PhD1, Scott H. Robertson, MEng2, Junzo Chino, MD3, Diandra Ayala-Peacock, MD2, Zachary Whipps2 and Oana I. Craciunescu, PhD3, (1)Duke University, Durham, NC, (2)Duke University, Durham, (3)Duke University Medical Center, Durham, NC - TU300-GPD(B)-LOUNGE-439 - Investigation of Deformable Registration Accuracy for a Real-Time TRUS Needle Tracking System for GYN HDR Brachytherapy
Lindsey Hendricks Bloom1, Oana I. Craciunescu, PhD2, Rajesh Venkarataman, PhD3, Yongbok Kim, Ph.D.1, William Paul Segars, PhD4, Diandra Ayala-Peacock, MD5 and Julie A. Raffi, PhD1, (1)Duke University, Durham, NC, (2)Duke University Medical Center, Durham, NC, (3)Eigen Health, Grass Valley, CA, (4)Carl E. Ravin Advanced Imaging Laboratories and Center for Virtual Imaging Trials, Duke University Medical Center, Durham, NC, (5)Duke University, Durham
Guoqiang Cui, PhD
- SU300-GPD(A)-LOUNGE-25 - Dosimetric Effect on AI Based Virtual Log File Patient-Specific QA
Kai-Cheng Chuang, PhD1, Yuyao Wu2, Lam My Lay3, Guoqiang Cui, PhD1, Jennifer C. O'Daniel, PhD1 and Justus Adamson, PhD1, (1)Duke University Medical Center, Durham, NC, (2)Duke Kunshan University, Kunshan, Jiangsu, China, (3)Louisiana State University, Baton Rouge, LA - SU300-GPD(A)-LOUNGE-524 - An Accurate and Effective Method for 3D Dose Verification of Single-Isocenter Multiple-Target SRS Plans
Guoqiang Cui, PhD and Jun Duan, PhD, Duke University Medical Center, Durham, NC
Jun Duan, PhD
- SU300-GPD(A)-LOUNGE-524 - An Accurate and Effective Method for 3D Dose Verification of Single-Isocenter Multiple-Target SRS PlansGuoqiang Cui, PhD and Jun Duan, PhD, Duke University Medical Center, Durham, NC
Scott Floyd, MD, PhD
- Investigating the Flash Effect in Normal Rat Brain Using Three Independent Methods: Immunofluorescence, Cytokine Profiling, and Neuron Counting
Tyler V. Kay1, Anna Lynnette-Price2, Eric L. Martin, PhD3, Denise Dunn2, Victoria J. P. Radosova1, Andrew Thompson1, Stepan Mikhailov, PhD3, Ying Wu, PhD3, Zachary J. Reitman, MD, PhD2, Scott R. Floyd, MD, PhD2 and Mark Oldham, PhD2, (1)Medical Physics Graduate Program, Duke University, Durham, NC, (2)Department of Radiation Oncology, Duke University Medical Center, Durham, NC, (3)Department of Physics, Duke University, Durham, NC - PO-GPV-T-73 - Flash RT Brain Tissue Sparing Analysis Using Yfp Neuron Expression
Andrew Thompson1, Tyler V. Kay1, Anna Lynnette-Price2, Eric L. Martin, PhD3, Denise Dunn2, Victoria J. P. Radosova1, Stepan Mikhailov, PhD3, Ying Wu, PhD3, Scott R. Floyd, MD, PhD2, Zachary J. Reitman, MD, PhD2 and Mark Oldham, PhD2, (1)Medical Physics Graduate Program, Duke University, Durham, NC, (2)Department of Radiation Oncology, Duke University Medical Center, Durham, NC, (3)Triangle Universities Nuclear Laboratory, Durham, NC - SU300-GPD(A)-LOUNGE-115 - Assessing Flash Effect of Normal Brain Sparing through Confocal Microscopy of Microglial Morphology
Victoria J. P. Radosova1, Tyler V. Kay2, Anna Lynnette-Price1, Eric L. Martin, PhD3, Denise Dunn1, Andrew Thompson1, Stepan Mikhailov, Ph.D1, Ying Wu, PhD3, Scott R. Floyd, MD, PhD4, Zachary J. Reitman, MD, PhD1 and Mark Oldham, PhD4, (1)Duke University, Durham, NC, (2)Medical Physics Graduate Program, Duke University, Durham, NC, (3)Triangle Universities Nuclear Laboratory, Durham, NC, (4)Department of Radiation Oncology, Duke University Medical Center, Durham, NC
William Giles, PhD
- TU300-GPD(B)-LOUNGE-451 - Streamlining the Verification of Radiotherapy Contours By Identifying Clinical Relevant Subsections
Neville Choo1, Brett Gary Erickson2, Ke Lu, PhD3, William M. Giles2 and Justus Adamson, PhD2, (1)Duke Kunshan University, Kunshan, Jiangsu, China, (2)Duke University Medical Center, Durham, NC, (3)Duke University, Durham, NC
John Ginn, PhD
- Improving Automatic Imaging Segmentation Results Via Uncertainty-Based Margin Correction: A Study of U-Net Based Glioma Segmentation Using Multi-Parametric MRI (MP-MRI)
Xiwen Shu1, Zhenyu Yang2, John Ginn, PhD1, Ke Lu, PhD1, Jingtong Zhao1, Yibo Xie1, Deshan Yang, PhD1 and Chunhao Wang, PhD1, (1)Duke University, Durham, NC, (2)Duke Kunshan University, Kunshan, Jiangsu, China - SU300-GPD(A)-LOUNGE-21 - Quantifying U-Net Uncertainty in MRI-Based Meningioma Segmentation for Radiotherapy
Lana Wang1, Zhenyu Yang2, Dominic LaBella1, Zachary J. Reitman, MD, PhD1, John Ginn, PhD1, Justus Adamson, PhD1, Kyle Lafata3, Evan Calabrese, MD PhD1, Chunhao Wang, PhD1 and Jingtong Zhao1, (1)Duke University, Durham, NC, (2)Duke Kunshan University, Kunshan, Jiangsu, China, (3)Department of Pathology, Duke University, Durham, NC
Yongbok Kim, PhD
- TU300-GPD(B)-LOUNGE-527 - Sensitivity of Contributing Factors to Off-Axis Heterogeneity Corrections for Optic Disc Dose and Macula Dose in Ocular Brachytherapy Using a 16-Mm COMS Plaque Loaded with 125I Seeds
Yongsook C. Lee, PhD1, Mehran Nik Akhtar2, Yongbok Kim, PhD3 and Jae Won Jung, PhD2, (1)Miami Cancer Institute, Miami, FL, (2)East Carolina University, Greenville, NC, (3)Duke University, Durham, NC - MO330-GPD-E-FORUM1-4 - Experience with an Inter-Institutional Medical Physics Resident Exchange: An Opportunity for Resource Sharing
Anna E. Rodrigues, PhD1, Jae Won Jung, PhD2, Robert A. Corns, PhD2 and Yongbok Kim, Ph.D.3, (1)Duke University Medical Center, Durham, NC, (2)East Carolina University, Greenville, NC, (3)Duke University, Durham, NC - TU300-GPD(B)-LOUNGE-177 - Diffusion-Weighted Imaging (DWI) and the Optimal b-Value for Gross Tumor Volume (GTV) Delineation in Cervical Cancer Patients Undergoing External Beam Radiation Therapy (EBRT) Followed By High Dose Rate (HDR) Brachytherapy
Julianna Detrick1, Yongbok Kim, Ph.D.1, Chunhao Wang, PhD1, Scott H. Robertson, MEng2, Junzo Chino, MD3, Diandra Ayala-Peacock, MD2, Zachary Whipps2 and Oana I. Craciunescu, PhD3, (1)Duke University, Durham, NC, (2)Duke University, Durham, (3)Duke University Medical Center, Durham, NC - TU300-GPD(B)-LOUNGE-439 - Investigation of Deformable Registration Accuracy for a Real-Time TRUS Needle Tracking System for GYN HDR Brachytherapy
Lindsey Hendricks Bloom1, Oana I. Craciunescu, PhD2, Rajesh Venkarataman, PhD3, Yongbok Kim, Ph.D.1, William Paul Segars, PhD4, Diandra Ayala-Peacock, MD5 and Julie A. Raffi, PhD1, (1)Duke University, Durham, NC, (2)Duke University Medical Center, Durham, NC, (3)Eigen Health, Grass Valley, CA, (4)Carl E. Ravin Advanced Imaging Laboratories and Center for Virtual Imaging Trials, Duke University Medical Center, Durham, NC, (5)Duke University, Durham
Joseph Kowalski, PhD
- SU300-GPD(A)-LOUNGE-328 - A Technique to Deliver Arbitrary Dose Rate IMRT
Qiuwen Wu, PhD, Xin Wu, Yang Sheng, PhD, Qingrong Jackie Wu, PhD, Anna E. Rodrigues, PhD and Joseph P. Kowalski, Duke University Medical Center, Durham, NC
Dominic LaBella, MD
- SU300-GPD(A)-LOUNGE-21 - Quantifying U-Net Uncertainty in MRI-Based Meningioma Segmentation for Radiotherapy
Lana Wang1, Zhenyu Yang2, Dominic LaBella1, Zachary J. Reitman, MD, PhD1, John Ginn, PhD1, Justus Adamson, PhD1, Kyle Lafata3, Evan Calabrese, MD PhD1, Chunhao Wang, PhD1 and Jingtong Zhao1, (1)Duke University, Durham, NC, (2)Duke Kunshan University, Kunshan, Jiangsu, China, (3)Department of Pathology, Duke University, Durham, NC - SU300-GPD(A)-LOUNGE-537 - Enhancing Meningioma Detection in MRI Brain Exams: A Paradigm Shift from Skull-Stripping to Face-Anonymization
Dominic LaBella, Aaron Coley, Siddharth Ghanta, Zachary Miller, Conrad Sharp, Oliver Wang, Chunhao Wang, PhD and Evan Calabrese, MD PhD, Duke University, Durham, NC
Kyle Lafata, PhD
- Computational Characterization of Artery Morphology on Trichrome-Stained Whole Slide Images for Arteriosclerosis Diagnosis
Jin Zhou1, Xiang Li1, Dawit Demeke2, Jane Liu3, Jarcy Zee4, Yijiang Chen5, Andrew Janowczyk6, Lawrence Holzman4, Laura Mariani2, Laura Barisoni1, Jeffrey Hodgin2 and Kyle Lafata7, (1)Duke University, Durham, NC, (2)University of Michigan, Ann Arbor, MI, (3)Children’s Hospital of Philadelphia, Philadelphia, PA, (4)University of Pennsylvania, Philadelphia, PA, (5)Case Western Reserve University, Cleveland, OH, (6)Emory University, Atlanta, GA, (7)Department of Pathology, Duke University, Durham, NC - Computational Characterization of Lymphocyte Topology on Whole Slide Images of Glomerular Diseases
Xiang Li1, Gina Sotolongo2, Manav Shah3, Jane Liu4, Jeffrey Hodgin5, Laura Mariani5, Lawrence Holzman6, Andrew Janowczyk7, Jarcy Zee6, Laura Barisoni1 and Kyle Lafata8, (1)Duke University, Durham, NC, (2)Duke University Health System, Durham, NC, (3)Georgia Institute of Technology, Atlanta, GA, (4)Children’s Hospital of Philadelphia, Philadelphia, PA, (5)University of Michigan, Ann Arbor, MI, (6)University of Pennsylvania, Philadelphia, PA, (7)Emory University, Atlanta, GA, (8)Department of Pathology, Duke University, Durham, NC - SU300-GPD(A)-LOUNGE-21 - Quantifying U-Net Uncertainty in MRI-Based Meningioma Segmentation for Radiotherapy
Lana Wang1, Zhenyu Yang2, Dominic LaBella1, Zachary J. Reitman, MD, PhD1, John Ginn, PhD1, Justus Adamson, PhD1, Kyle Lafata3, Evan Calabrese, MD PhD1, Chunhao Wang, PhD1 and Jingtong Zhao1, (1)Duke University, Durham, NC, (2)Duke Kunshan University, Kunshan, Jiangsu, China, (3)Department of Pathology, Duke University, Durham, NC - SU300-GPD(A)-LOUNGE-34 - Computational Characterization of Immune Dysregulation in Oropharyngeal Squamous Cell Carcinoma
Breylon Riley1, Xiang Li2, Jack B Stevens2, Yvonne M. Mowery, MD, PhD3, David Brizel2, Tammara Watts1 and Kyle Lafata4, (1)Duke University, Durham, NC, (2)Duke University, Durham, (3)Department of Radiation Oncology, UPMC Hillman Cancer Center/University of Pittsburgh, Pittsburgh, PA, (4)Department of Pathology, Duke University, Durham, NC - SU300-GPD(A)-LOUNGE-43 - In-Silico Tumor Modeling and Digital Twins of Oropharyngeal Cancer Based on Assimilation of Mathematical Biology and Clinical Imaging
Jack B Stevens1, Yvonne M. Mowery, MD, PhD2, David Brizel1, Jian-Guo Liu, Ph.D.3, William Paul Segars, PhD4 and Kyle Lafata5, (1)Duke University, Durham, (2)Department of Radiation Oncology, UPMC Hillman Cancer Center/University of Pittsburgh, Pittsburgh, PA, (3)Department of Physics, Duke University, Durham, NC, (4)Carl E. Ravin Advanced Imaging Laboratories and Center for Virtual Imaging Trials, Duke University Medical Center, Durham, NC, (5)Department of Pathology, Duke University, Durham, NC - SU300-GPD(A)-LOUNGE-555 - A Case for Medical Physics in Clinical Pathology
Ehsan Samei, PhD1, Diana Cardona, MD2, Nicole M. Lafata, MS1, Megan K. Russ, PhD1, Justin B. Solomon, PhD1 and Kyle Lafata2, (1)Clinical Imaging Physics Group, Department of Radiology, Duke University Health System, Durham, NC, (2)Department of Pathology, Duke University, Durham, NC - SU330-BRP-LOUNGE-12 - Radiomic-Demographic Data Fusion and Diagnostic Uncertainty Quantification Lead to Improved Specificity of Lung Cancers on Low Dose Screening CT
Yuqi Wang1, Fakrul Islam Tushar1, Breylon Riley2, Avivah Wang2, Charlotte Elizabeth Read3, Tina D. Tailor, M.D.2, Mustafa Bashir, M.D.4, Joseph Lo, PhD2 and Kyle Lafata5, (1)Department of Electrical and Computer Engineering, Duke University, Durham, NC, (2)Duke University, Durham, NC, (3)Mount Sinai Hospital, New York, NY, (4)Department of Radiology, Duke Unversity, Durham, NC, (5)Department of Pathology, Duke University, Durham, NC - TU300-GPD(B)-LOUNGE-120 - Employing Preclinical Mouse Models to Computationally Interrogate Imaging Biomarkers of Chemoradiation Resistance
Casey C. Heirman1, Ashlyn G. Rickard, PhD2, Rico Castillo2, Katherine Gonzalez1, Allison Pittman3, Yvonne M. Mowery, MD, PhD4 and Kyle Lafata5, (1)Duke University, Durham, NC, (2)Department of Radiation Oncology, Duke Univesity Medical Center, Durham, NC, (3)Department of Radiation Oncology, Duke University Medical Center, Durham, NC, (4)Department of Radiation Oncology, UPMC Hillman Cancer Center/University of Pittsburgh, Pittsburgh, PA, (5)Department of Pathology, Duke University, Durham, NC - TU300-GPD(B)-LOUNGE-174 - Radiogenomic Explainable AI (XAI) with Neural Ordinary Differential Equation (NODE) for Identifying Post-SRS Brain Metastasis Radionecrosis
Jingtong Zhao1, Eugene Vaios, MD1, Deshan Yang, PhD1, Kyle Lafata2, Ke Lu, PhD1, Hangjie Ji3, Peter Fecci, MD, PhD1, Zhenyu Yang4 and Chunhao Wang, PhD1, (1)Duke University, Durham, NC, (2)Department of Pathology, Duke University, Durham, NC, (3)North Carolina State University, Raleigh, NC, (4)Duke Kunshan University, Kunshan, Jiangsu, China - TU300-GPD(B)-LOUNGE-423 - Dynamic Modeling of Oropharyngeal Tumor Habitats to Interrogate Chemoradiation Resistance
Jack B Stevens1, Jihyeon Je2, Breylon Riley3, Chunhao Wang, PhD3, Yvonne M. Mowery, MD, PhD4, David Brizel1, Jian-Guo Liu, Ph.D.5 and Kyle Lafata6, (1)Duke University, Durham, (2)Department of Computer Science, Stanford University, Stanford, CA, (3)Duke University, Durham, NC, (4)Department of Radiation Oncology, UPMC Hillman Cancer Center/University of Pittsburgh, Pittsburgh, PA, (5)Department of Physics, Duke University, Durham, NC, (6)Department of Pathology, Duke University, Durham, NC
Casey Lee, PhD
- Deep Diffused Ensemble Learning for CT Image Metal Artifact Reduction
Ke Lu, PhD1, Casey Y. Lee, PhD1, Zhenyu Yang2, Jingtong Zhao1, Trey Mullikin, MD1 and Chunhao Wang, PhD1, (1)Duke University, Durham, NC, (2)Duke Kunshan University, Kunshan, Jiangsu, China - PO-GPV-T-149 - Can We Retrieve Lost Backscatter Dose during Superficial HDR Treatments?
Mandar S. Bhagwat, PhD, Massachusetts General Hospital and Harvard Medical School, Boston, MA and Casey Y. Lee, PhD, Duke University, Durham, NC - SU300-GPD(A)-LOUNGE-394 - Field-Size Dependent Backscatter Dose Correction in Superficial HDR Brachytherapy
Casey Y. Lee, PhD, Duke University, Durham, NC and Mandar S. Bhagwat, PhD, Massachusetts General Hospital and Harvard Medical School, Boston, MA
Chang-Lung Lee, PhD
- SU300-GPD(A)-LOUNGE-531 - Quantifying Bone Dose from Thoracic Radiation Treatments on Clonal Hematopoiesis of p53 Mutant Cells in a Small Animal Model
Victoria J. P. Radosova1, Nerissa T. Williams2, John Cart1, Mark Oldham, PhD3 and Chang-Lung Lee, Ph.D.4, (1)Duke University, Durham, NC, (2)Department of Radiation Oncology, Duke Univesity Medical Center, Durham, NC, (3)Duke University Medical Center, Durham, NC, (4)Duke Cancer Institute, Durham, NC
Jessica Lee, MD
- SU300-GPD(A)-LOUNGE-44 - Multi-Channel 3D Convolutional Neural Network to Predict Grade 2 Xerostomia Following Definitive Radiation for Head and Neck Squamous Cell Carcinoma
Kai-Cheng Chuang, PhD, Duke University Medical Center, Durham, NC, Orlando Trejo, Colorado Associates In Medical Physics, Colorado Springs, CO, Jessica Lee, MD, Duke University Cancer Center, Raleigh, NC and Zhenghua Xia, Duke University, Raleigh, NC - SU300-GPD(A)-LOUNGE-79 - Radiomics Features-Driven Implementatoin for the Enhancement of CBCT Images Via Multiple 2D and 3D Optimal Generative Adversarial Networks
Zhuobiao Qiao1, Boxiao Yu, Master1, Zeyu Zhang2, Zhuoran Jiang3, Jessica Lee, MD4, Youfang Lai5, Ruogu Fang, PhD1, Kuang Gong1, Dapeng Oliver Wu, PhD1, Lei Ren, PhD6 and Mi Huang, PhD7, (1)University of florida, Gainesville, FL, (2)Duke University, Durham, (3)Duke University, Durham, NC, (4)Duke University Cancer Center, Raleigh, NC, (5)Department of Radiation Oncology and Molecular Radiation Sciences, Johns Hopkins University, Baltimore, MD, (6)University of Maryland, Baltimore, MD, (7)Mayo Clinic, Jacksonville, FL
Xinyi Li, PhD
- Fully Automated Head-and-Neck Cancer Inverse Treatment Planning Using Deep Reinforcement Learning
Dongrong Yang, Xin Wu, Xinyi Li, Ryan Mansfield, Qingrong Jackie Wu, PhD, Qiuwen Wu, PhD and Yang Sheng, PhD, Duke University Medical Center, Durham, NC - SU300-GPD(A)-LOUNGE-253 - When Does an AI Model Break? a Robustness Test on Input Parameters for a Head-and-Neck AI Model for Automatic IMRT Treatment Planning
Xinyi Li1, Dongrong Yang1, Yang Sheng, PhD1, Yaorong Ge, PhD2, Qiuwen Wu, PhD1 and Qingrong Jackie Wu, PhD1, (1)Duke University Medical Center, Durham, NC, (2)The University of North Carolina at Charlotte, Charlotte, NC
Ke Lu, PhD
- Deep Diffused Ensemble Learning for CT Image Metal Artifact Reduction
Ke Lu, PhD1, Casey Y. Lee, PhD1, Zhenyu Yang2, Jingtong Zhao1, Trey Mullikin, MD1 and Chunhao Wang, PhD1, (1)Duke University, Durham, NC, (2)Duke Kunshan University, Kunshan, Jiangsu, China - Improving Automatic Imaging Segmentation Results Via Uncertainty-Based Margin Correction: A Study of U-Net Based Glioma Segmentation Using Multi-Parametric MRI (MP-MRI)
Xiwen Shu1, Zhenyu Yang2, John Ginn, PhD1, Ke Lu, PhD1, Jingtong Zhao1, Yibo Xie1, Deshan Yang, PhD1 and Chunhao Wang, PhD1, (1)Duke University, Durham, NC, (2)Duke Kunshan University, Kunshan, Jiangsu, China - SU300-GPD(A)-LOUNGE-67 - A Dual-Radiomics Combined Model for Overall Survival Prediction in Early-Stage NSCLC Patients Using Pre-Treatment CT Images
Rihui Zhang1, Haiming Zhu1, Zhen Li2, Weiwei Sang1, Ke Lu, PhD3, Chunhao Wang, PhD3, Lei Zhang, PhD1, Fang-Fang Yin, PhD1 and Zhenyu Yang1, (1)Duke Kunshan University, Kunshan, Jiangsu, China, (2)Shanghai Sixth People's Hospital, Shanghai, China, (3)Duke University, Durham, NC - TU300-GPD(B)-LOUNGE-174 - Radiogenomic Explainable AI (XAI) with Neural Ordinary Differential Equation (NODE) for Identifying Post-SRS Brain Metastasis Radionecrosis
Jingtong Zhao1, Eugene Vaios, MD1, Deshan Yang, PhD1, Kyle Lafata2, Ke Lu, PhD1, Hangjie Ji3, Peter Fecci, MD, PhD1, Zhenyu Yang4 and Chunhao Wang, PhD1, (1)Duke University, Durham, NC, (2)Department of Pathology, Duke University, Durham, NC, (3)North Carolina State University, Raleigh, NC, (4)Duke Kunshan University, Kunshan, Jiangsu, China - TU300-GPD(B)-LOUNGE-451 - Streamlining the Verification of Radiotherapy Contours By Identifying Clinical Relevant Subsections
Neville Choo1, Brett Gary Erickson2, Ke Lu, PhD3, William M. Giles2 and Justus Adamson, PhD2, (1)Duke Kunshan University, Kunshan, Jiangsu, China, (2)Duke University Medical Center, Durham, NC, (3)Duke University, Durham, NC
Trey Mullikin, MD
- Deep Diffused Ensemble Learning for CT Image Metal Artifact Reduction
Ke Lu, PhD1, Casey Y. Lee, PhD1, Zhenyu Yang2, Jingtong Zhao1, Trey Mullikin, MD1 and Chunhao Wang, PhD1, (1)Duke University, Durham, NC, (2)Duke Kunshan University, Kunshan, Jiangsu, China
Jennifer O'Daniel, PhD
- Personalized Physics Chart Checking Using Structured FMEA Approach
Jennifer C. O'Daniel, PhD, Duke University Medical Center, Durham - Prospective Risk Assessment for Treatment Verification Device Validation: FMEA Analysis for TG-360
Jennifer C. O'Daniel, PhD, Duke University Medical Center, Durham, Victor Hernandez, PhD, Hospital Sant Joan De Reus, Reus, Spain, Catharine H Clark, PhD, Metrology for Medical Physics, National Physical Laboratory, Teddington, United Kingdom, Marco Esposito, ICTP, Trieste, Trieste, Italy, Joerg Lehmann, PhD, Calvary Mater Newcastle Public Hospital, Newcastle, Australia, Andrea L. McNiven, PhD, Princess Margaret Cancer Centre, Toronto, Canada, Igor Olaciregui Ruiz, The Netherlands Cancer Institute, Amsterdam, Netherlands and Stephen F. Kry, PhD, MD Anderson Cancer Ctr., Houston, TX - SU300-GPD(A)-LOUNGE-25 - Dosimetric Effect on AI Based Virtual Log File Patient-Specific QA
Kai-Cheng Chuang, PhD1, Yuyao Wu2, Lam My Lay3, Guoqiang Cui, PhD1, Jennifer C. O'Daniel, PhD1 and Justus Adamson, PhD1, (1)Duke University Medical Center, Durham, NC, (2)Duke Kunshan University, Kunshan, Jiangsu, China, (3)Louisiana State University, Baton Rouge, LA
Mark Oldham, PhD
- Investigating the Flash Effect in Normal Rat Brain Using Three Independent Methods: Immunofluorescence, Cytokine Profiling, and Neuron Counting
Tyler V. Kay1, Anna Lynnette-Price2, Eric L. Martin, PhD3, Denise Dunn2, Victoria J. P. Radosova1, Andrew Thompson1, Stepan Mikhailov, PhD3, Ying Wu, PhD3, Zachary J. Reitman, MD, PhD2, Scott R. Floyd, MD, PhD2 and Mark Oldham, PhD2, (1)Medical Physics Graduate Program, Duke University, Durham, NC, (2)Department of Radiation Oncology, Duke University Medical Center, Durham, NC, (3)Department of Physics, Duke University, Durham, NC - PO-GPV-T-73 - Flash RT Brain Tissue Sparing Analysis Using Yfp Neuron Expression
Andrew Thompson1, Tyler V. Kay1, Anna Lynnette-Price2, Eric L. Martin, PhD3, Denise Dunn2, Victoria J. P. Radosova1, Stepan Mikhailov, PhD3, Ying Wu, PhD3, Scott R. Floyd, MD, PhD2, Zachary J. Reitman, MD, PhD2 and Mark Oldham, PhD2, (1)Medical Physics Graduate Program, Duke University, Durham, NC, (2)Department of Radiation Oncology, Duke University Medical Center, Durham, NC, (3)Triangle Universities Nuclear Laboratory, Durham, NC - SU300-GPD(A)-LOUNGE-115 - Assessing Flash Effect of Normal Brain Sparing through Confocal Microscopy of Microglial Morphology
Victoria J. P. Radosova1, Tyler V. Kay2, Anna Lynnette-Price1, Eric L. Martin, PhD3, Denise Dunn1, Andrew Thompson1, Stepan Mikhailov, Ph.D1, Ying Wu, PhD3, Scott R. Floyd, MD, PhD4, Zachary J. Reitman, MD, PhD1 and Mark Oldham, PhD4, (1)Duke University, Durham, NC, (2)Medical Physics Graduate Program, Duke University, Durham, NC, (3)Triangle Universities Nuclear Laboratory, Durham, NC, (4)Department of Radiation Oncology, Duke University Medical Center, Durham, NC - SU300-GPD(A)-LOUNGE-531 - Quantifying Bone Dose from Thoracic Radiation Treatments on Clonal Hematopoiesis of p53 Mutant Cells in a Small Animal Model
Victoria J. P. Radosova1, Nerissa T. Williams2, John Cart1, Mark Oldham, PhD3 and Chang-Lung Lee, Ph.D.4, (1)Duke University, Durham, NC, (2)Department of Radiation Oncology, Duke Univesity Medical Center, Durham, NC, (3)Duke University Medical Center, Durham, NC, (4)Duke Cancer Institute, Durham, NC - TU300-GPD(B)-LOUNGE-243 - Dosimetry and Image Analysis of Magnetic Hydrogel for Sparing Bowel and Rectum during SBRT
Wesley Andrew Cunningham, Christian Gibson, Anna E. Rodrigues, PhD, Dean Darnell, PhD, Mark Oldham, PhD and Justus Adamson, PhD, Duke University Medical Center, Durham, NC
Julie Raffi, PhD
- The Importance of Developing Clinical Practice
Julie A. Raffi, PhD, Duke University, Durham, NC - TU300-GPD(B)-LOUNGE-439 - Investigation of Deformable Registration Accuracy for a Real-Time TRUS Needle Tracking System for GYN HDR Brachytherapy
Lindsey Hendricks Bloom1, Oana I. Craciunescu, PhD2, Rajesh Venkarataman, PhD3, Yongbok Kim, Ph.D.1, William Paul Segars, PhD4, Diandra Ayala-Peacock, MD5 and Julie A. Raffi, PhD1, (1)Duke University, Durham, NC, (2)Duke University Medical Center, Durham, NC, (3)Eigen Health, Grass Valley, CA, (4)Carl E. Ravin Advanced Imaging Laboratories and Center for Virtual Imaging Trials, Duke University Medical Center, Durham, NC, (5)Duke University, Durham
Zachary Reitman, MD, PhD
- Investigating the Flash Effect in Normal Rat Brain Using Three Independent Methods: Immunofluorescence, Cytokine Profiling, and Neuron Counting
Tyler V. Kay1, Anna Lynnette-Price2, Eric L. Martin, PhD3, Denise Dunn2, Victoria J. P. Radosova1, Andrew Thompson1, Stepan Mikhailov, PhD3, Ying Wu, PhD3, Zachary J. Reitman, MD, PhD2, Scott R. Floyd, MD, PhD2 and Mark Oldham, PhD2, (1)Medical Physics Graduate Program, Duke University, Durham, NC, (2)Department of Radiation Oncology, Duke University Medical Center, Durham, NC, (3)Department of Physics, Duke University, Durham, NC - PO-GPV-T-73 - Flash RT Brain Tissue Sparing Analysis Using Yfp Neuron Expression
Andrew Thompson1, Tyler V. Kay1, Anna Lynnette-Price2, Eric L. Martin, PhD3, Denise Dunn2, Victoria J. P. Radosova1, Stepan Mikhailov, PhD3, Ying Wu, PhD3, Scott R. Floyd, MD, PhD2, Zachary J. Reitman, MD, PhD2 and Mark Oldham, PhD2, (1)Medical Physics Graduate Program, Duke University, Durham, NC, (2)Department of Radiation Oncology, Duke University Medical Center, Durham, NC, (3)Triangle Universities Nuclear Laboratory, Durham, NC - SU300-GPD(A)-LOUNGE-21 - Quantifying U-Net Uncertainty in MRI-Based Meningioma Segmentation for Radiotherapy
Lana Wang1, Zhenyu Yang2, Dominic LaBella1, Zachary J. Reitman, MD, PhD1, John Ginn, PhD1, Justus Adamson, PhD1, Kyle Lafata3, Evan Calabrese, MD PhD1, Chunhao Wang, PhD1 and Jingtong Zhao1, (1)Duke University, Durham, NC, (2)Duke Kunshan University, Kunshan, Jiangsu, China, (3)Department of Pathology, Duke University, Durham, NC - SU300-GPD(A)-LOUNGE-115 - Assessing Flash Effect of Normal Brain Sparing through Confocal Microscopy of Microglial Morphology
Victoria J. P. Radosova1, Tyler V. Kay2, Anna Lynnette-Price1, Eric L. Martin, PhD3, Denise Dunn1, Andrew Thompson1, Stepan Mikhailov, Ph.D1, Ying Wu, PhD3, Scott R. Floyd, MD, PhD4, Zachary J. Reitman, MD, PhD1 and Mark Oldham, PhD4, (1)Duke University, Durham, NC, (2)Medical Physics Graduate Program, Duke University, Durham, NC, (3)Triangle Universities Nuclear Laboratory, Durham, NC, (4)Department of Radiation Oncology, Duke University Medical Center, Durham, NC
Anna Rodrigues, PhD
- MO330-GPD-E-FORUM1-4 - Experience with an Inter-Institutional Medical Physics Resident Exchange: An Opportunity for Resource Sharing
Anna E. Rodrigues, PhD1, Jae Won Jung, PhD2, Robert A. Corns, PhD2 and Yongbok Kim, Ph.D.3, (1)Duke University Medical Center, Durham, NC, (2)East Carolina University, Greenville, NC, (3)Duke University, Durham, NC - MO330-GPD-E-FORUM1-6 - Current State of Professionalism Training in Medical Physics Residency Programs from a National Survey
Irina Vergalasova, PhD, Rutgers, Cancer Institute of New Jersey, New Brunswick, NJ, Leah K. Schubert, PhD, University of Colorado Denver, Aurora, CO, Hania A. Al-Hallaq, PhD, Emory University, Atlanta, GA, Kristi Rae Gayle Hendrickson, PhD, University of Washington, Seattle, WA, Laura Padilla, PhD, University of California, San Diego, San Diego and Anna E. Rodrigues, PhD, Duke University Medical Center, Durham, NC - SU300-GPD(A)-LOUNGE-328 - A Technique to Deliver Arbitrary Dose Rate IMRT
Qiuwen Wu, PhD, Xin Wu, Yang Sheng, PhD, Qingrong Jackie Wu, PhD, Anna E. Rodrigues, PhD and Joseph P. Kowalski, Duke University Medical Center, Durham, NC - TU300-GPD(B)-LOUNGE-243 - Dosimetry and Image Analysis of Magnetic Hydrogel for Sparing Bowel and Rectum during SBRT
Wesley Andrew Cunningham, Christian Gibson, Anna E. Rodrigues, PhD, Dean Darnell, PhD, Mark Oldham, PhD and Justus Adamson, PhD, Duke University Medical Center, Durham, NC - TU300-GPD(B)-LOUNGE-415 - National Trends in Multi-Lesion Stereotactic Radiosurgery: An Iroc Survey on the State of the Practice
Austin M. Faught, PhD1, Yevgeniy Vinogradskiy, PhD2, Nzhde Agazaryan, PhD3, Tina Marie Briere, PhD4, Catherine Coolens, PhD5, John B Fiveash, MD6, Junfang Gao, PhD7, Taoran Li, PhD8, Richard A. Popple, PhD6, Anna E. Rodrigues, PhD9, Wenyin Shi, MD, PhD2, Benjamin J. Sintay, PhD10, Kelly L. Stuhr11, Ning Wen, PhD12 and Stephen F. Kry, PhD13, (1)Department of Radiation Oncology, The Ohio State University Wexner Medical Center, Columbus, OH, (2)Thomas Jefferson University, Philadelphia, PA, (3)David Geffen School of Medicine at UCLA, Los Angeles, CA, (4)Department of Radiation Physics, The University of Texas MD Anderson Cancer Center, Houston, TX, (5)Princess Margaret Hospital, Toronto, ON, Canada, (6)The University of Alabama at Birmingham, Birmingham, AL, (7)Lewis Gale Hospital, Pulaski, VA, (8)University of Pennsylvania, Philadelphia, PA, (9)Duke University Medical Center, Durham, NC, (10)Cone Health, Greensboro, NC, (11)University of Colorado Denver, Aurora, CO, (12)Ruijin Hospital, Shanghai Jiao Tong University School of Medicine, Shanghai, China, (13)The University of Texas MD Anderson Cancer Center, Houston, TX
Yang Sheng, PhD
- Automatic Planning for Functional Lung Avoidance Radiotherapy Based on Function-Guided Dose Redirection
Tianyu Xiong, MSc1, Guangping Zeng, BSc1, Zhi Chen1, Yu-Hua Huang1, Bing Li, PhD2, Xi Liu1, Yang Sheng, PhD3, Ge Ren1, Qingrong Jackie Wu, PhD3, Hong Ge, MD2 and Jing Cai, PhD1, (1)Department of Health Technology and Informatics, The Hong Kong Polytechnic University, Hong Kong, China, (2)Department of Radiation Oncology, The Affiliated Cancer Hospital of Zhengzhou University and Henan Cancer Hospital, Zhengzhou, China, (3)Duke University Medical Center, Durham, NC - Fully Automated Head-and-Neck Cancer Inverse Treatment Planning Using Deep Reinforcement Learning
Dongrong Yang, Xin Wu, Xinyi Li, Ryan Mansfield, Qingrong Jackie Wu, PhD, Qiuwen Wu, PhD and Yang Sheng, PhD, Duke University Medical Center, Durham, NC - SU300-GPD(A)-LOUNGE-253 - When Does an AI Model Break? a Robustness Test on Input Parameters for a Head-and-Neck AI Model for Automatic IMRT Treatment Planning
Xinyi Li1, Dongrong Yang1, Yang Sheng, PhD1, Yaorong Ge, PhD2, Qiuwen Wu, PhD1 and Qingrong Jackie Wu, PhD1, (1)Duke University Medical Center, Durham, NC, (2)The University of North Carolina at Charlotte, Charlotte, NC - SU300-GPD(A)-LOUNGE-328 - A Technique to Deliver Arbitrary Dose Rate IMRT
Qiuwen Wu, PhD, Xin Wu, Yang Sheng, PhD, Qingrong Jackie Wu, PhD, Anna E. Rodrigues, PhD and Joseph P. Kowalski, Duke University Medical Center, Durham, NC - TU300-GPD(B)-LOUNGE-25 - A Novel Application of Machine Learning for IMRT Fluence Map Optimization
Xin Wu1, Dongrong Yang1, Yang Sheng, PhD1, Yaorong Ge, PhD2, Qingrong Jackie Wu, PhD1 and Qiuwen Wu, PhD1, (1)Duke University Medical Center, Durham, NC, (2)University of North Carolina, Charlotte, Charlotte, NC - TU300-GPD(B)-LOUNGE-56 - Accuracy Assessment of Photon-Counting CT for Dose Calculation in Photon Therapy
Xin Wu1, Jainil Shah, PhD2, Patrick Wohlfahrt, PhD3, Qiuwen Wu, PhD1, Qingrong Jackie Wu, PhD1 and Yang Sheng, PhD1, (1)Duke University Medical Center, Durham, NC, (2)Siemens Healthineers, Cary, NC, (3)Siemens Healthineers, Forchheim, Germany - TU300-GPD(B)-LOUNGE-320 - Lung Cancer Computed Tomography Synthesis with Denoising Diffusion Probabilistic Models
Dongrong Yang1, William Paul Segars, PhD2, Qingrong Jackie Wu, PhD1 and Yang Sheng, PhD1, (1)Duke University Medical Center, Durham, NC, (2)Carl E. Ravin Advanced Imaging Laboratories and Center for Virtual Imaging Trials, Duke University Medical Center, Durham, NC
Eugene Vaios, MD, MBA
- TU300-GPD(B)-LOUNGE-174 - Radiogenomic Explainable AI (XAI) with Neural Ordinary Differential Equation (NODE) for Identifying Post-SRS Brain Metastasis Radionecrosis
Jingtong Zhao1, Eugene Vaios, MD1, Deshan Yang, PhD1, Kyle Lafata2, Ke Lu, PhD1, Hangjie Ji3, Peter Fecci, MD, PhD1, Zhenyu Yang4 and Chunhao Wang, PhD1, (1)Duke University, Durham, NC, (2)Department of Pathology, Duke University, Durham, NC, (3)North Carolina State University, Raleigh, NC, (4)Duke Kunshan University, Kunshan, Jiangsu, China
Chunhao Wang, PhD
- Deep Diffused Ensemble Learning for CT Image Metal Artifact Reduction
Ke Lu, PhD1, Casey Y. Lee, PhD1, Zhenyu Yang2, Jingtong Zhao1, Trey Mullikin, MD1 and Chunhao Wang, PhD1, (1)Duke University, Durham, NC, (2)Duke Kunshan University, Kunshan, Jiangsu, China - Improving Automatic Imaging Segmentation Results Via Uncertainty-Based Margin Correction: A Study of U-Net Based Glioma Segmentation Using Multi-Parametric MRI (MP-MRI)
Xiwen Shu1, Zhenyu Yang2, John Ginn, PhD1, Ke Lu, PhD1, Jingtong Zhao1, Yibo Xie1, Deshan Yang, PhD1 and Chunhao Wang, PhD1, (1)Duke University, Durham, NC, (2)Duke Kunshan University, Kunshan, Jiangsu, China - SU300-GPD(A)-LOUNGE-7 - A Radiomics-Embedded Vision Transformer for Medical Image Recognition Efficiency Improvement
Haiming Zhu1, Chunhao Wang, PhD2, Rihui Zhang1, Manju Liu, PhD1, Dongyang Guo1, Haipeng Zhao1, Minbin Chen3, Fang-Fang Yin, PhD1 and Zhenyu Yang1, (1)Duke Kunshan University, Kunshan, Jiangsu, China, (2)Duke University, Durham, NC, (3)The First People's Hospital of Kunshan, Kunshan, Jiangsu, China - SU300-GPD(A)-LOUNGE-21 - Quantifying U-Net Uncertainty in MRI-Based Meningioma Segmentation for Radiotherapy
Lana Wang1, Zhenyu Yang2, Dominic LaBella1, Zachary J. Reitman, MD, PhD1, John Ginn, PhD1, Justus Adamson, PhD1, Kyle Lafata3, Evan Calabrese, MD PhD1, Chunhao Wang, PhD1 and Jingtong Zhao1, (1)Duke University, Durham, NC, (2)Duke Kunshan University, Kunshan, Jiangsu, China, (3)Department of Pathology, Duke University, Durham, NC - SU300-GPD(A)-LOUNGE-67 - A Dual-Radiomics Combined Model for Overall Survival Prediction in Early-Stage NSCLC Patients Using Pre-Treatment CT Images
Rihui Zhang1, Haiming Zhu1, Zhen Li2, Weiwei Sang1, Ke Lu, PhD3, Chunhao Wang, PhD3, Lei Zhang, PhD1, Fang-Fang Yin, PhD1 and Zhenyu Yang1, (1)Duke Kunshan University, Kunshan, Jiangsu, China, (2)Shanghai Sixth People's Hospital, Shanghai, China, (3)Duke University, Durham, NC - SU300-GPD(A)-LOUNGE-103 - Develop the Average Human Anatomy Model for Organ Statistics Analysis and Segmentation Error Detection
Deshan Yang, PhD1, Chunhao Wang, PhD1 and Yao Hao, PhD2, (1)Duke University, Durham, NC, (2)Washington University in St. Louis, St. Louis, MO - SU300-GPD(A)-LOUNGE-537 - Enhancing Meningioma Detection in MRI Brain Exams: A Paradigm Shift from Skull-Stripping to Face-Anonymization
Dominic LaBella, Aaron Coley, Siddharth Ghanta, Zachary Miller, Conrad Sharp, Oliver Wang, Chunhao Wang, PhD and Evan Calabrese, MD PhD, Duke University, Durham, NC - TU300-GPD(B)-LOUNGE-7 - An Explainable Neural Radiomic Sequence Model with Spatiotemporal Continuity for Quantifying 4DCT-Based Pulmonary Ventilation
Rihui Zhang1, Haiming Zhu1, Jingtong Zhao2, Lei Zhang, PhD1, Fang-Fang Yin, PhD1, Chunhao Wang, PhD2 and Zhenyu Yang1, (1)Duke Kunshan University, Kunshan, Jiangsu, China, (2)Duke University, Durham, NC - TU300-GPD(B)-LOUNGE-174 - Radiogenomic Explainable AI (XAI) with Neural Ordinary Differential Equation (NODE) for Identifying Post-SRS Brain Metastasis Radionecrosis
Jingtong Zhao1, Eugene Vaios, MD1, Deshan Yang, PhD1, Kyle Lafata2, Ke Lu, PhD1, Hangjie Ji3, Peter Fecci, MD, PhD1, Zhenyu Yang4 and Chunhao Wang, PhD1, (1)Duke University, Durham, NC, (2)Department of Pathology, Duke University, Durham, NC, (3)North Carolina State University, Raleigh, NC, (4)Duke Kunshan University, Kunshan, Jiangsu, China - TU300-GPD(B)-LOUNGE-177 - Diffusion-Weighted Imaging (DWI) and the Optimal b-Value for Gross Tumor Volume (GTV) Delineation in Cervical Cancer Patients Undergoing External Beam Radiation Therapy (EBRT) Followed By High Dose Rate (HDR) Brachytherapy
Julianna Detrick1, Yongbok Kim, Ph.D.1, Chunhao Wang, PhD1, Scott H. Robertson, MEng2, Junzo Chino, MD3, Diandra Ayala-Peacock, MD2, Zachary Whipps2 and Oana I. Craciunescu, PhD3, (1)Duke University, Durham, NC, (2)Duke University, Durham, (3)Duke University Medical Center, Durham, NC - TU300-GPD(B)-LOUNGE-330 - Multiple-Organ Statistics Shape Modeling for Automatic Segmentation Error Detection
Deshan Yang, PhD and Chunhao Wang, PhD, Duke University, Durham, NC - TU300-GPD(B)-LOUNGE-423 - Dynamic Modeling of Oropharyngeal Tumor Habitats to Interrogate Chemoradiation Resistance
Jack B Stevens1, Jihyeon Je2, Breylon Riley3, Chunhao Wang, PhD3, Yvonne M. Mowery, MD, PhD4, David Brizel1, Jian-Guo Liu, Ph.D.5 and Kyle Lafata6, (1)Duke University, Durham, (2)Department of Computer Science, Stanford University, Stanford, CA, (3)Duke University, Durham, NC, (4)Department of Radiation Oncology, UPMC Hillman Cancer Center/University of Pittsburgh, Pittsburgh, PA, (5)Department of Physics, Duke University, Durham, NC, (6)Department of Pathology, Duke University, Durham, NC
Lana Wang, MS
- SU300-GPD(A)-LOUNGE-21 - Quantifying U-Net Uncertainty in MRI-Based Meningioma Segmentation for Radiotherapy
Lana Wang1, Zhenyu Yang2, Dominic LaBella1, Zachary J. Reitman, MD, PhD1, John Ginn, PhD1, Justus Adamson, PhD1, Kyle Lafata3, Evan Calabrese, MD PhD1, Chunhao Wang, PhD1 and Jingtong Zhao1, (1)Duke University, Durham, NC, (2)Duke Kunshan University, Kunshan, Jiangsu, China, (3)Department of Pathology, Duke University, Durham, NC
Qingrong Wu, PhD
- Automatic Planning for Functional Lung Avoidance Radiotherapy Based on Function-Guided Dose Redirection
Tianyu Xiong, MSc1, Guangping Zeng, BSc1, Zhi Chen1, Yu-Hua Huang1, Bing Li, PhD2, Xi Liu1, Yang Sheng, PhD3, Ge Ren1, Qingrong Jackie Wu, PhD3, Hong Ge, MD2 and Jing Cai, PhD1, (1)Department of Health Technology and Informatics, The Hong Kong Polytechnic University, Hong Kong, China, (2)Department of Radiation Oncology, The Affiliated Cancer Hospital of Zhengzhou University and Henan Cancer Hospital, Zhengzhou, China, (3)Duke University Medical Center, Durham, NC - Fully Automated Head-and-Neck Cancer Inverse Treatment Planning Using Deep Reinforcement Learning
Dongrong Yang, Xin Wu, Xinyi Li, Ryan Mansfield, Qingrong Jackie Wu, PhD, Qiuwen Wu, PhD and Yang Sheng, PhD, Duke University Medical Center, Durham, NC - Machine Learning for RT Treatment Planning
Qingrong Jackie Wu, PhD, Duke University Medical Center, Durham, NC - SU300-GPD(A)-LOUNGE-253 - When Does an AI Model Break? a Robustness Test on Input Parameters for a Head-and-Neck AI Model for Automatic IMRT Treatment Planning
Xinyi Li1, Dongrong Yang1, Yang Sheng, PhD1, Yaorong Ge, PhD2, Qiuwen Wu, PhD1 and Qingrong Jackie Wu, PhD1, (1)Duke University Medical Center, Durham, NC, (2)The University of North Carolina at Charlotte, Charlotte, NC - SU300-GPD(A)-LOUNGE-258 - Towards General Deformable Medical Image Registration Using Large Models: A Preliminary Study
Zhuoran Jiang, Duke University, Durham, NC, Yankun Lang, University of Maryland School of Medicine, Baltimore, MD, Qingrong Jackie Wu, PhD, Duke University Medical Center, Durham, NC, Liangzhong Xiang, University of California, Irvine, Irvine, CA and Lei Ren, PhD, University of Maryland, Baltimore, MD - SU300-GPD(A)-LOUNGE-328 - A Technique to Deliver Arbitrary Dose Rate IMRT
Qiuwen Wu, PhD, Xin Wu, Yang Sheng, PhD, Qingrong Jackie Wu, PhD, Anna E. Rodrigues, PhD and Joseph P. Kowalski, Duke University Medical Center, Durham, NC - TU300-GPD(B)-LOUNGE-25 - A Novel Application of Machine Learning for IMRT Fluence Map Optimization
Xin Wu1, Dongrong Yang1, Yang Sheng, PhD1, Yaorong Ge, PhD2, Qingrong Jackie Wu, PhD1 and Qiuwen Wu, PhD1, (1)Duke University Medical Center, Durham, NC, (2)University of North Carolina, Charlotte, Charlotte, NC - TU300-GPD(B)-LOUNGE-56 - Accuracy Assessment of Photon-Counting CT for Dose Calculation in Photon Therapy
Xin Wu1, Jainil Shah, PhD2, Patrick Wohlfahrt, PhD3, Qiuwen Wu, PhD1, Qingrong Jackie Wu, PhD1 and Yang Sheng, PhD1, (1)Duke University Medical Center, Durham, NC, (2)Siemens Healthineers, Cary, NC, (3)Siemens Healthineers, Forchheim, Germany - TU300-GPD(B)-LOUNGE-320 - Lung Cancer Computed Tomography Synthesis with Denoising Diffusion Probabilistic Models
Dongrong Yang1, William Paul Segars, PhD2, Qingrong Jackie Wu, PhD1 and Yang Sheng, PhD1, (1)Duke University Medical Center, Durham, NC, (2)Carl E. Ravin Advanced Imaging Laboratories and Center for Virtual Imaging Trials, Duke University Medical Center, Durham, NC
Qiuwen Wu, PhD
- An Adaptive Feature Aggregation-Enhanced Dcnn for Real-Time CT Reconstruction and Tumor Segmentation from Single X-Ray Projectionsz
- Miao Zhu1, Bo Liu Ph.D2, Fugen Zhou, PhD2, Zhuo Xiao1, Tianyu Xiong, MSc3 and Qiuwen Wu, PhD4, (1)Beihang university, Beijing, China, (2)Image Processing Center, Beihang University, Beijing, Beijing, China, (3)Department of Health Technology and Informatics, The Hong Kong Polytechnic University, Hong Kong, Hong Kong, (4)Duke University Medical Center, Durham, NC
- Dcnn-Based Dose Engine for Fast and Accurate Dose Calculation in Parotid Seed Implant Brachytherapy
Tianyu Xiong, MSc1, Jing Cai, PhD2, Fugen Zhou, PhD1, Bo Liu Ph.D1, Jie Zhang, MD3 and Qiuwen Wu, PhD4, (1)Image Processing Center, Beihang University, Beijing, Beijing, China, (2)Department of Health Technology and Informatics, The Hong Kong Polytechnic University, Hong Kong, China, (3)Department of Oral and Maxillofacial Surgery, Peking University School of Stomatology, Beijing, China, (4)Duke University Medical Center, Durham, NC - Fully Automated Head-and-Neck Cancer Inverse Treatment Planning Using Deep Reinforcement Learning
Dongrong Yang, Xin Wu, Xinyi Li, Ryan Mansfield, Qingrong Jackie Wu, PhD, Qiuwen Wu, PhD and Yang Sheng, PhD, Duke University Medical Center, Durham, NC - Task-Based AI
Qiuwen Wu, PhD, Duke University Medical Center, Durham, NC and Heather M. Whitney, PhD, The University of Chicago, Chicago, IL
Sunday, July 21, 2024
2:00 PM - 3:00 PM
408B (Los Angeles Convention Center (LACC)) - SU300-GPD(A)-LOUNGE-253 - When Does an AI Model Break? a Robustness Test on Input Parameters for a Head-and-Neck AI Model for Automatic IMRT Treatment Planning
Xinyi Li1, Dongrong Yang1, Yang Sheng, PhD1, Yaorong Ge, PhD2, Qiuwen Wu, PhD1 and Qingrong Jackie Wu, PhD1, (1)Duke University Medical Center, Durham, NC, (2)The University of North Carolina at Charlotte, Charlotte, NC - SU300-GPD(A)-LOUNGE-328 - A Technique to Deliver Arbitrary Dose Rate IMRT
Qiuwen Wu, PhD, Xin Wu, Yang Sheng, PhD, Qingrong Jackie Wu, PhD, Anna E. Rodrigues, PhD and Joseph P. Kowalski, Duke University Medical Center, Durham, NC - TU300-GPD(B)-LOUNGE-25 - A Novel Application of Machine Learning for IMRT Fluence Map Optimization
Xin Wu1, Dongrong Yang1, Yang Sheng, PhD1, Yaorong Ge, PhD2, Qingrong Jackie Wu, PhD1 and Qiuwen Wu, PhD1, (1)Duke University Medical Center, Durham, NC, (2)University of North Carolina, Charlotte, Charlotte, NC - TU300-GPD(B)-LOUNGE-56 - Accuracy Assessment of Photon-Counting CT for Dose Calculation in Photon Therapy
Xin Wu1, Jainil Shah, PhD2, Patrick Wohlfahrt, PhD3, Qiuwen Wu, PhD1, Qingrong Jackie Wu, PhD1 and Yang Sheng, PhD1, (1)Duke University Medical Center, Durham, NC, (2)Siemens Healthineers, Cary, NC, (3)Siemens Healthineers, Forchheim, Germany
Yibo Xie, PhD
- Improving Automatic Imaging Segmentation Results Via Uncertainty-Based Margin Correction: A Study of U-Net Based Glioma Segmentation Using Multi-Parametric MRI (MP-MRI)
Xiwen Shu1, Zhenyu Yang2, John Ginn, PhD1, Ke Lu, PhD1, Jingtong Zhao1, Yibo Xie1, Deshan Yang, PhD1 and Chunhao Wang, PhD1, (1)Duke University, Durham, NC, (2)Duke Kunshan University, Kunshan, Jiangsu, China
Deshan Yang, PhD
- A Comprehensive Liver CT Landmark Pair Dataset for Evaluating Deformable Image Registration Algorithms
Zhendong Zhang1, Edward Robert Criscuolo1, Yao Hao, PhD2 and Deshan Yang, PhD1, (1)Duke University, Durham, NC, (2)Washington University in St. Louis, St. Louis, MO - An Approach for the in-Silico Simulation of Human Abdominal Vasculature
Edward Robert Criscuolo and Deshan Yang, PhD, Duke University, Durham, NC - Cardiac Motion Analysis for Guiding the Stereotactic Arrhythmia Radiotherapy
Yuhao Wang1, Trevor McKeown, MS1, Yao Hao, PhD2, Hongyu An2, H Michael Gach3 and Deshan Yang, PhD4, (1)Duke University, Durham, NC, (2)Washington University in St. Louis, St. Louis, MO, (3)Department of Radiation Oncology, Washington University School of Medicine in St. Louis, St. Louis, MO, (4)Department of Radiation Oncology, Duke University, Durham, NC - Improving Automatic Imaging Segmentation Results Via Uncertainty-Based Margin Correction: A Study of U-Net Based Glioma Segmentation Using Multi-Parametric MRI (MP-MRI)
Xiwen Shu1, Zhenyu Yang2, John Ginn, PhD1, Ke Lu, PhD1, Jingtong Zhao1, Yibo Xie1, Deshan Yang, PhD1 and Chunhao Wang, PhD1, (1)Duke University, Durham, NC, (2)Duke Kunshan University, Kunshan, Jiangsu, China - Real-Time 3D Cardiac Motion Computation from 2D-Cine MRI for Guiding Stereotactic Cardiac Radiation Treatment
Kah Kee Ng1, Michael Garcia Alcoser1, Trevor McKeown, MS1, Yao Hao, PhD2, H Michael Gach3, Hongyu An2 and Deshan Yang, PhD1, (1)Duke University, Durham, NC, (2)Washington University in St. Louis, St. Louis, MO, (3)Department of Radiation Oncology, Washington University School of Medicine in St. Louis, St. Louis, MO - Simulation of Liver CT Digital Phantoms for Comprehensive Hepatic Vasculature Characterization and Segmentation
Zhendong Zhang, Trevor McKeown, MS and Deshan Yang, PhD, Duke University, Durham, NC - SU300-GPD(A)-LOUNGE-103 - Develop the Average Human Anatomy Model for Organ Statistics Analysis and Segmentation Error Detection
Deshan Yang, PhD1, Chunhao Wang, PhD1 and Yao Hao, PhD2, (1)Duke University, Durham, NC, (2)Washington University in St. Louis, St. Louis, MO - SU300-GPD(A)-LOUNGE-297 - Patient-Specific Interfractional Motion Prediction Model for Peripheral Non-Small Cell Lung Cancer Using Deep Learning
Michael Garcia Alcoser1, Trevor McKeown, MS1, Hongyu An2, H Michael Gach3, Yao Hao, PhD4 and Deshan Yang, PhD1, (1)Duke University, Durham, NC, (2)Washington University in St. Louis, St. Louis, MO, (3)Department of Radiation Oncology, Washington University School of Medicine in St. Louis, St. Louis, MO, (4)Washington University School of Medicine, St. Louis, MO - TU300-GPD(B)-LOUNGE-57 - A Landmark Pair Identification Method in Abdominal Contrast-Enhanced CT Scans for DIR Validation
Edward Robert Criscuolo1, Yao Hao, PhD2 and Deshan Yang, PhD1, (1)Duke University, Durham, NC, (2)Washington University in St. Louis, St. Louis, MO - TU300-GPD(B)-LOUNGE-174 - Radiogenomic Explainable AI (XAI) with Neural Ordinary Differential Equation (NODE) for Identifying Post-SRS Brain Metastasis Radionecrosis
Jingtong Zhao1, Eugene Vaios, MD1, Deshan Yang, PhD1, Kyle Lafata2, Ke Lu, PhD1, Hangjie Ji3, Peter Fecci, MD, PhD1, Zhenyu Yang4 and Chunhao Wang, PhD1, (1)Duke University, Durham, NC, (2)Department of Pathology, Duke University, Durham, NC, (3)North Carolina State University, Raleigh, NC, (4)Duke Kunshan University, Kunshan, Jiangsu, China - TU300-GPD(B)-LOUNGE-211 - Automated Metal Artifact Detection and Inpainting for Improved Cardiac Chamber Segmentation and Motion Quantification
Trevor McKeown, MS and Deshan Yang, PhD, Duke University, Durham, NC - TU300-GPD(B)-LOUNGE-330 - Multiple-Organ Statistics Shape Modeling for Automatic Segmentation Error Detection
Deshan Yang, PhD and Chunhao Wang, PhD, Duke University, Durham, NC
Sua Yoo, PhD
- Auto-Planning Tools for Breast Treatment Planning: Implementation and Maintenance
Sua Yoo, PhD, Duke University Medical Center, Durham, NC