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| MO-C930-GePD-F7-1 | A Reinforcement Learning Application of Guided Monte Carlo Tree Search Algorithm for Beam Orientation Selection in Radiation Therapy A Sadeghnejad Barkousaraie*, O Ogunmolu , S Jiang , D Nguyen , UT Southwestern Medical Center, Dallas, TX |
| MO-C930-GePD-F7-4 | A Robustness Comparative Study of DVH Prediction Models for Knowledge Based Radiotherapy Treatment Planning A Wu1*, Y Li2 , M Qi1 , F Guo1 , Q Jia1 , L Zhou1 , T Song1 , (1) Department of Biomedical Engineering, Southern Medical University, Guangzhou, Guangdong, (2) Department of Radiation Oncology, Sun Yat-sen University Cancer Center, Guangzhou, Guangdong |
| MO-C930-GePD-F7-6 | A Fast Deep Learning Approach for Beam Orientation Selection Using Supervised Learning with Column Generation On IMRT Prostate Cancer Patients A Sadeghnejad Barkousaraie*, O Ogunmolu , S Jiang , D Nguyen , UT Southwestern Medical Center, Dallas, TX |
| MO-E115-GePD-F1-2 | Comparison of Dose Distributions Between Transverse Magnetic Fields of 0.35 T and 1.5 T for Radiotherapy in Lung Tumor T Kubota*, F Araki , T Ohno , Kumamoto University, Kumamoto, 43 |
| MO-E115-GePD-F2-3 | Predicting Acute-Phase Weight Loss Based On CT Radiomics and Dosiomics in Lung Cancer Patients Treated with Radiotherapy S Lee , P Han , R Hales , K Voong , T McNutt , J Lee*, Johns Hopkins University, Baltimore, MD |
| MO-E115-GePD-F3-4 | Accuracy of Novel Real-Time Tumor-Tracking Radiotherapy with KV-MV Simultaneous Irradiation Using High-Dose Rate FFF Beam S Tanabe1*, O Umetsu2 , R Kuwabara2 , T Kuribayashi2 , T Sasage2 , H Takatou2 , G Kawaguchi2 , S Utsunomiya3 , H Aoyama4 , (1) Niigata University Medical and Dental Hospital, Niigata,(2) Uonuma Kikan Hospital, Minami Uonuma, (3)Niigata University Graduate School of Health Sciences, Niigata,(4) Niigata University Graduate School of Medical and Dental Sciences, Niigata |
| MO-E115-GePD-F5-6 | Investigation of the Accuracy of Deformable Image Registrations Between Average-Intensity Images Y He*, G Cazoulat , M McCulloch , P Balter , Z Liao , R Mohan , K Brock , The University of Texas MD Anderson Cancer Center, Houston, TX |
| MO-G-SAN1-0 | Contemporary Pediatric Radiation Therapy: Perspectives From Children's Oncology Group J Breneman1*, P Rassiah-Szegedi2*, M Gopalakrishnan3*, (1) University of Cincinnati, Cincinnati, OH, (2) University Utah, Salt Lake City, UT, (3) Northwestern Memorial Hospital, Chicago, IL |
| MO-GH-SAN2-2 | Automatic IMRT Planning Via Static Field Fluence Prediction (AIP-SFFP): A Deep Learning Method for Real-Time Prostate Treatment Planning X Li1*, J Zhang1 , Y Sheng1 , Y Chang1 , F Yin1 , Y Ge2 , Q Wu1 , C Wang1 , (1) Duke University Medical Center, Durham, NC, (2) University of North Carolina at Charlotte, Charlotte, NC |
| MO-GH-SAN2-5 | Cardiac Substructure Segmentation with Deep Learning for Improved Cardiac Sparing E Morris1,2*, A Ghanem1,3, M Dong4, H Emami4 , M Pantelic5, E Walker1, C Glide-Hurst1,2, (1) Department of Radiation Oncology, Henry Ford Cancer Institute, Detroit, Michigan, (2) Department of Radiation Oncology, Wayne State University School of Medicine, Detroit, Michigan, (3) Department of Clinical Oncology, Alexandria University, Alexandria, Egypt, (4) Department of Computer Science, Wayne State University School of Medicine, Detroit, Michigan, (5) Departments of Radiology, Henry Ford Cancer Institute, Detroit, Michigan |
| MO-I345-GePD-F2-5 | VMAT Plan Complexity Feature Analysis for Predicting Quality Assurance Outcomes Using Forests of Extremely Randomized Decision Trees P Wall1*, J Fontenot1,2 , (1) Louisiana State University, Baton Rouge, LA, (2) Mary Bird Perkins Cancer Center, Baton Rouge, LA |
| MO-I345-GePD-F3-2 | Characterization and Longitudinal Assessment of Daily Quality Assurance On An MR-Guided Radiotherapy (MRgRT) Linac D Dunkerley*, P Yadav , J Bayouth , K Mittauer , School of Medicine and Public Health UW-Madison, Madison, WI |
| MO-I345-GePD-F5-1 | Can 0.345T Magnetic Resonance Images Be Used in Breast Cancer for Post Lumpectomy Target Delineation? P Yadav1*, H Musunuru1 , J Witt1 , A Kuczmarska-Haas1 , B Anderson1 , F Kelcz2 , P Mahler1 , (1) Department of Human Oncology, School of Medicine and Public Health, University of Wisconsin, Madison, WI, (2) Department of Radiology, School of Medicine and Public Health, University of Wisconsin, Madison, WI |
| MO-I345-GePD-F6-4 | Recursive Neural Network (RNN) Based Framework for Range and Dose Verification in Particle Therapy Z Li1 , H Peng1*, (1) ,Wuhan University, Wuhan, China |
| MO-K-SAN2-8 | Real-Time Cherenkov Imaging of Whole Breast Radiotherapy for Verification with the Treatment Plan M Jermyn1,2*, R Hachadorian2 , L Jarvis3 , W Ware1 , D Gladstone3 , B Pogue1,2 , (1) DoseOptics LLC, Lebanon, NH, (2) Thayer School of Engineering, Dartmouth College, Hanover, NH, (3) Dartmouth-Hitchcock Med. Ctr., Lebanon, NH |
| PO-GePV-I-17 | Predictive Value of PET SUV and Feature Changes in Radiotherapy for Non-Small Cell Lung Cancer C Ma*, Shandong Cancer Hospital Affiliated to Shandong University, Jinan, 37 |
| PO-GePV-M-18 | Liver Sparing in Right Breast Radiation Therapy Treatment with Deep Inspiration Breath Hold (DIBH) D Soultan*, J Turner , S Rhodes , H Saleh , The University of Kansas Cancer Centers, Kansas City, KS |
| PO-GePV-P-2 | Cardiovascular Implantable Electronic Device (CIED) MRI Safety Workflow for Radiation Therapy H Gach1*, S Mackey2 , C Gowler2 , T Benzinger1 , O Green1 , E Wittland2 , A Marko2 , S Shaikh2 , P Cuculich1 , C Robinson1 , S Mutic1 , J Michalski1 , (1) Washington University in St Louis, Saint Louis, MO, (2) Barnes Jewish Hospital, Saint Louis, MO |
| PO-GePV-P-88 | An Evaluation of the Effectiveness of Surgical Clips for Fiducial Tracking with the CyberKnife in Partial Breast Cancer Surgery S AHN*, J Kim , S Lee , J Cho , Y Kim , Yonsei Cancer CenterSeoul |
| PO-GePV-T-41 | Evaluation of Materials for a Pediatric On-Treatment Video Projection System V Gee*, A Cetnar , N Gupta , Ohio State University - James Cancer Hospital, Columbus, OH |
| PO-GePV-T-42 | Medical Physics Patient Education in a Community Cancer Center N Marsh1*, K Jeffery2 , D Speir3 , Willis-Knighton Medical Center, Shreveport, LA |
| PO-GePV-T-50 | Intra-Target Dose Surrogates and Treatment Histories as Local Control Predictors for Gamma Knife Stereotactic Radiosurgery of Large Meningioma Y Natsuaki*, BP Ziemer , M Susko , PK Sneed , SE Braunstein , DR Raleigh , L Ma. Dept. of Radiation Oncology, University of California at San Francisco, San Francisco, CA |
| PO-GePV-T-53 | Dose Estimation for a PENTEC Late Effects Study S Hernandez1*, R Weathers1 , A Gupta1 , S Shrestha1 , S Smith1 , C Lee2 , J Bradley3 , M Hall4 , A Jackson5 , L Constine6 , R Howell1 , (1) MD Anderson Cancer Center, Houston, TX, (2) National Cancer Institute, Rockville, MD, (3) University of Florida, Jacksonville, FL(4) Miami Cancer Institute, Miami, FL (5) Memorial Sloan-Kettering Cancer Center, New York, NY, (6) University of Rochester Medical Center, Rochester, NY |
| PO-GePV-T-56 | Implementation of 3D Computational Human Phantoms in RayStation for Retrospective Studies in Late Effects A Gupta1*,Y Qiao1 , C Lee2 , C Ditty3, S Smith1 , R Weathers1 , S Shrestha1 , S Hernandez1 , R Howell1 , (1) UT MD Anderson Cancer Center, Houston, TX, (2) National Cancer Institute, Rockville, MD, (3) RaySearch Americas |
| PO-GePV-T-64 | Benchmarking In-House Beam Model for Mevion Hyperscan Proton Therapy System Using TOPAS B Chiang*, S Ahmad , Y Chen , University of Oklahoma Health Sciences Center, Oklahoma City, OK |
| PO-GePV-T-110 | A Multi-Cuboid Ridge Filter for Optimized Proton Pencil Beam Delivery AV Teran*, GA McAuley, JD Slater, AJ Wroe, Department of Radiation Medicine, Loma Linda University, Loma Linda CA, USA |
| PO-GePV-T-152 | Quality Assurance of Multiple Isocentric Volumetric Modulated Arc Therapy for Craniospinal Irradiation J Zhang*, B Lee , W Lien , J Han , D Kim , K Goldman , S Lu , G Hong , S Lee , J Rahimian , Y Qian , Southern California Permanente Medical Group, Los Angeles, CA |
| PO-GePV-T-164 | Development of a Learning Data for Predicting Three-Dimensional Gamma Passing Rate of IMRT Using a Dose Uncertainty Potential E Shiba1,2*, A Saito2 , M Furumi1 , D Kawahara2 , K Miki2 , Y Murakami2 , T Ohguri1 , S Ozawa3,2 , M Tsuneda4 , K Yahara1 , T Nishio4 , Y Korogi1 , Y Nagata2,3 , (1) University of Occupational and Environmental Health, Fukuoka, Japan, (2) Hiroshima University, Hiroshima, Japan, (3) Hiroshima High-Precision Radiotherapy Cancer Center, Hiroshima, Japan, (4) Tokyo Women's Medical University, Tokyo, Japan |
| PO-GePV-T-201 | Mean Energy of Secondary Radiation in Teletherapy Treatments, Measured with Thermoluminiscent Dosimeters V Lopez-Guadalupe1 , E Lopez-Pineda1 , A Rodriguez-Laguna2 , M A Poitevin-Chacon2 , M E Brandan1*, (1) Instituto de Fisica UNAM, Mexico City, MX, (2) Hospital Medica Sur, Mexico City, MX |
| PO-GePV-T-203 | Comparison of the Absorption Spectra of the EBT-XD and EBT3 Films Irradiated with Clinical Radiotherapy Beams Y Leon*, D Mulrow , R Khan , A Darafsheh , Washington University School of Medicine, St Louis, MO |
| PO-GePV-T-215 | Effect of Photon Energy On Whole Brain Radiation Therapy A Licon*, S Stathakis , N Kirby , K Rasmussen , D Saenz , N Papanikolaou , P Myers , University of Texas HSC SA, San Antonio, TX |
| PO-GePV-T-227 | Treatment Planning Criteria and Evaluation for Pulsed Low Dose Rate Radiotherapy C Ma1*, M Lin2 , J Li1 , S Kang1 , L Chen1 , R Price1 , (1) Fox Chase Cancer Center, Philadelphia, PA, (2) The University of Texas Southwestern Medical Ctr, Dallas, TX |
| PO-GePV-T-250 | Surface Dose and Acute Skin Reactions in External Beam Breast Radiotherapy P McDermott*, William Beaumont Hospital, Royal Oak, MI |
| PO-GePV-T-396 | Can Radiation Therapy Enhanced by Cherenkov Photo-Activation (RECA) Elicit a Long-Term Anti-Tumor Effect? S Yoon*, A Rickard , J Adamson , G Palmer , M Oldham , Duke University Medical Center, Durham, NC |
| PO-GePV-T-398 | Evaluation of Radioprotective Effect of Melatonin Against Ionizing Radiation-Induced Toxicity in Colon A Musa1 , D Shabeeb2*, (1) Tehran University of Medical Sciences, International Campus, Tehran, Iran. (2) Department of Physiology, College of Medicine, University of Misan, Iraq. |
| PO-GePV-T-400 | Biochemical Evaluation of Radiotherapy-Induced Small Intestinal Damage: Melatonin as Radioprotector D Shabeeb1 , A Musa2*, G Omyan3 , (1) Department of Physiology, College of Medicine, University of Misan, Iraq. (2) Department of Medical Physics, Tehran University of Medical Sciences, International Campus, Tehran, Iran. (3) Radiotherapy Oncology Research Center, Cancer Institute, Tehran University of Medical Sciences, Tehran, Iran. |
| SU-E-221AB-2 | A Relational Autoencoder for Retrieving Similar Patients in Radiotherapy Treatment Planning K Wang*, X Gu , M Chen , W Lu , UT Southwestern Medical Center, Dallas, TX |
| SU-E-302-7 | The Utilization of Isocentric Rotating Chair in Fixed Carbon-Ion Beamline to Treat Patients of Head and Neck Cancer at Seating Position: Mechanical Implementation of Hexapod-Based Patient Positioner W Hsi1*, R Zhou2 , X Zhang2 , F Yang2 , Z Wang2 , Y Sheng3 , J sun3 , (1) University Florida Health Proton Therapy Institute, Jacksonville, FL, US (2) College of Physical Science and Technology,Sichuan University, Chengdu, China(6) Shanghai Proton and Heavy Ion Center, Shanghai, ,(7) shanghai proton and heavy ion center, Shanghai, China |
| SU-E-SAN1-5 | Feasibility of Pencil Beam Scanning Proton Therapy Treatment Planning with a Dynamic Collimation System in An FDA-Cleared TPS L Bennett1*, B Smith2 , R Flynn1 , D Hyer1 , D Wang1 , (1) University of Iowa, Iowa City, IA, (2) University of Wisconsin, Madison, WI |
| SU-E-SAN2-7 | Whether DOSIOMICS Could Benefit to IMRT Treated Patient Survival Prediction: A Feasible Study On Head-And-Neck Cancer Cases A Wu1*, Y Li2 , M Qi1 , F Guo1 , Q Jia1 , L Zhou1 , T Song1 , (1) Department of Biomedical Engineering, Southern Medical University, Guangzhou, Guangdong, (2) Department of Radiation Oncology, Sun Yat-sen University Cancer Center, Guangzhou, Guangdong |
| SU-F-225BCD-1 | A Kalman Filter (KF) Framework for Real-Time Prostate Motion Tracking On a Standard-Equipped Linear Accelerator D Nguyen1*, P Keall1 , C Shieh1 , P Poulsen2 , R O'Brien1 , (1) ACRF Image-X Institute, The University of Sydney, Sydney, Australia (2) Aarhus University Hospital, Aarhus C,Denmark |
| SU-F-225BCD-3 | Practical Considerations for Utilizing the TrueBeam Advanced Imaging Package to Monitor Intrafraction Motion with Periodic KV Imaging and Automatic Marker Detection During VMAT Prostate Treatments M Rokni*, S Liauw , M Degnan , B Aydogan , H Al-Hallaq , T Wu , G Redler , The University of Chicago, Chicago, IL |
| SU-F-303-7 | Ultrasound-Based Motion Tracking Using Attention-Aware Convolutional Neural Network and Convolutional Long Short-Term Memory Network P Huang1*, G Yu1 , H Lu1 , D Liu1 , L Xing2 , Y Yin2 , N Kovalchuk3 , L Xing4 , D Li1 , (1) Shandong Normal University, Jinan, Shandong, (2) Shandong Cancer Hospital Affiliated to Shandong University, Jinan, Shandong, (3) Stanford University Cancer Center, Palo Alto, CA, (4) Stanford University School of Medicine, Stanford, CA |
| SU-G300-SPS-F4-9 | Validation of Production Standardizing Radiation Therapy Structures Names by the Content-Based Standardizing Nomenclatures (CBSN) in Radiation Oncology X MAI1,2*, S HUANG1,2 , S Huang1 , Y XIA1 , X HUANG1 , X Yang1 , (1) Sun Yat-sen University Cancer Center; State Key Laboratory of Oncology in South China; Collaborative Innovation Center for Cancer Medicine; Guangdong Key Laboratory of Nasopharyngeal Carcinoma Diagnosis and Therapy, Guangzhou, Guangdong, 510060, China. (2) Xinhua College of Sun Yat-sen University, Guangzhou, Guangdong, 510520,China. |
| SU-I300-GePD-F6-4 | Evaluation of Abdominal Autosegmentation Versus Inter-Observer Variability On a High-Speed Ring Gantry CBCT System Philip M. Adamson*, Petr Jordan* , Varian Medical Systems, Palo Alto, CA |
| SU-I300-GePD-F8-5 | The Feasibility of MVCT-Based Radiomics for Delta-Radiomics in Head and Neck Cancer K Abe1,2*, N Kadoya2 , S Tanaka2 , Y Nakajima1,2 , S Hashimoto1 , T Kajikawa2 , K Karasawa1 , K Jingu2 , (1) Tokyo Metropolitan Cancer and Infectious Diseases Center Komagome Hospital, Tokyo, Japan,(2) Department of Radiation Oncology, Tohoku University Graduate School of Medicine, Sendal, Japan |
| SU-I400-GePD-F7-5 | Developing a Source Model for the Elekta Unity MR-Linac Using a Grid-Based Boltzmann Solver S Nowak1*, D Hyer1 , R Yang2 , J St-Aubin1 , (1) University of Iowa, Iowa City, IA, (2) Cross Cancer Institute, Edmonton, AB |
| SU-I430-GePD-F7-3 | Validation of a Pencil Beam Model for Collimated Proton Therapy Dose Calculations L Bennett1*, B Smith2 , D Wang1 , R Flynn1 , D Hyer1 , (1) University of Iowa, Iowa City, IA, (2) University of Wisconsin, Madison, WI, |
| SU-K-301-7 | Evaluation of Safety in IMRT Delivery Using Failure Mode and Effects Analysis F Akbari1*, D Raxter2 , D Shvydka3 , E Parsai4 , (1) University of Toledo, Toledo, OH, (2) University of Toledo, Toledo, OH, (3) University of Toledo Health Science Campus, Toledo, OH, (4) University of Toledo Medical Center, Toledo, OH |
| SU-K-303-4 | Nanoparticle Drones to Label, Kill and Track Circulating Tumor Cells During Radiotherapy R Mueller1,2,3*, S Yasmin-Karim3,4 , J Hesser1,2,5,6 , W Ngwa3,4,7 , (1) University Medical Center Mannheim, Mannheim, Germany (2) Heidelberg University, Heidelberg, Germany (3) Brigham and Women's Hospital, Dana-Farber Cancer Institute, Boston, MA (4) Harvard Medical School, Boston, MA (5) Interdisciplinary Center for Scientific Computing (IWR), Heidelberg University, Heidelberg, Germany (6) Central Institute for Computer Engineering (ZITI), Heidelberg University, Mannheim, Germany (7) University of Massachusetts Lowell, Lowell, MA |
| SU-K-SAN2-5 | Synthetic CT Generation Via a Convolutional Neural Network Using 3 Intensity Regions D Gupta*, J Balter , Univ Michigan, Ann Arbor, MI |
| SU-K-SAN2-7 | Feasibility of Synthetic CT Generated From Multi-Sequence MR Images Using An Adversarial Network for MR-Only Radiotherapy Y Koike1*, Y Akino2 , I Sumida1 , H Shiomi1 , H Mizuno1 , M Yagi1 , F Isohashi1 , Y Seo1 , O Suzuki1 , K Ogawa1 , (1) Osaka University Graduate School of Medicine, Suita, Osaka, JAPAN, (2) Osaka University Hospital, Suita, Osaka, JAPAN |
| SU-L-301-2 | Computer Aided Verification of Radiotherapy Treatment Plans JK Bowles1*, R Munbodh2 , (1) University of St Andrews, St Andrews, Fife, UK, (2) Warren Alpert Medical School of Brown University, Providence, RI, USA |
| SU-L-301-6 | Optical Imaging Based Automated QA of Radiotherapy Couch Motions E Pearson*, X Liu , R Wiersma , The University of Chicago, Chicago, IL |
| SU-L-301-7 | Real-Time Analysis and Display of Quantitative Measures to Track and Improve Clinical Workflow R Munbodh1*, TM Roth1 , KL Leonard1 , J Brindle1 , EE Klein1 , (1) Warren Alpert Medical School of Brown University, Providence, RI, USA |
| SU-L-302-8 | Rectal Retractor, A Novel Device for Sparing Rectum in Radiotherapy Applications of Pelvic Tumors E Parsai*, D Elliott , P Bayatimalayeri , M Elahinia , University of Toledo Medical Center, Toledo, OH |
| SU-L-SAN2-2 | Clinical Experience of Patient-Specific QA for Online Adaptive Radiotherapy Using Elekta Unity MR-Linac J Yang*, S Vedam , J Wang , C Fuller , S Choi , C Chung , M McAleer , B Lee , N Hughes , G Ungchusri , M Gillin , M Martel , P Balter , UT MD Anderson Cancer Center, Houston, TX |
| SU-L-SAN2-6 | Motion Prediction Confidence Estimation for MRI-Guided Radiotherapy J Ginn*, D Low , J Lamb , D Ruan , University of California, Los Angeles, Los Angeles, CA |
| TH-BC-225BCD-9 | BEST IN PHYSICS (MULTI-DISCIPLINARY): Rapid Multi-Contrast Brain Imaging at 0.35T to Facilitate Tumor Response Assessment and Functional Adaptive Radiation Therapy N. Zakariaei1*, Y. Chen2, S Nejad-Davarani 3, E.M. Haacke1,4, C Glide-Hurst1,3 (1) Wayne State University, Detroit, MI, (2) Wayne State University School of Medicine, Detroit, (3) Henry Ford Cancer Institute, Detroit, MI (4) The MRI Inst. for Biomedical Research, Detroit, MI |
| TH-BC-225BCD-11 | Fully Automated Multi-Organ Segmentation in Abdominal MRI with DenseUnet Y Chen1, 2*, J Xiao1 , L Wang1 , B Sun3 , Z Deng1 , Y Lao1, 4 , N Wang1, 2 , R Saouaf1 , R Tuli1 , D Li1, 2 , W Yang1, 4 , Z Fan1, 2 , (1) Cedars-Sinai Medical Center, Los Angeles, CA, USA (2) University of California Los Angeles, Los Angeles, CA, USA(3) Fujian Medical University Union Hospital, Fuzhou, Fujian, China (4)University of Southern California, Los Angeles, CA, USA |
| TH-BC-303-3 | Clinical Introduction of 5DCT Simulation for Lung Cancer M Lauria1*, D O'Connell1 , N Agazaryan2 , J Lewis2 , J Lamb1 , D Thomas3 , P Lee1 , D Low1 , (1) University of California, Los Angeles, Los Angeles, CA, (2) UCLA School of Medicine, Los Angeles, CA, (3) University of Colorado, Denver, CO |
| TH-BC-303-8 | Image Regression Motion Prediction for MRI-Guided Radiotherapy J Ginn*, D Ruan , D Low , J Lamb , University of California, Los Angeles, Los Angeles, CA |
| TH-D-SAN1-0 | Adaptive Radiation Therapy (Online, Offline, Real Time) K Brock1*, C Glide-Hurst2*, J Booth3*, C Fuller4*, (1) UT MD Anderson Cancer Center, Houston, TX, (2) Henry Ford Health System, Detroit, MI, (3) Royal North Shore Hospital, St Leonards, NSW, Australia (4) MD Anderson Cancer Center, Houston, TX |
| TH-D-SAN1-1 | Offline ART K Brock1*, C Glide-Hurst2*, J Booth3*, C Fuller4*, (1) UT MD Anderson Cancer Center, Houston, TX, (2) Henry Ford Health System, Detroit, MI, (3) Royal North Shore Hospital, St Leonards, NSW, Australia (4) MD Anderson Cancer Center, Houston, TX |
| TH-D-SAN1-2 | Online ART K Brock1*, C Glide-Hurst2*, J Booth3*, C Fuller4*, (1) UT MD Anderson Cancer Center, Houston, TX, (2) Henry Ford Health System, Detroit, MI, (3) Royal North Shore Hospital, St Leonards, NSW, Australia (4) MD Anderson Cancer Center, Houston, TX |
| TH-D-SAN1-3 | Real-Time ART K Brock1*, C Glide-Hurst2*, J Booth3*, C Fuller4*, (1) UT MD Anderson Cancer Center, Houston, TX, (2) Henry Ford Health System, Detroit, MI, (3) Royal North Shore Hospital, St Leonards, NSW, Australia (4) MD Anderson Cancer Center, Houston, TX |
| TH-D-SAN1-4 | Implementing ART to Improve Patient Outcomes K Brock1*, C Glide-Hurst2*, J Booth3*, C Fuller4*, (1) UT MD Anderson Cancer Center, Houston, TX, (2) Henry Ford Health System, Detroit, MI, (3) Royal North Shore Hospital, St Leonards, NSW, Australia (4) MD Anderson Cancer Center, Houston, TX |
| TU-AB-SAN2-8 | Intratumoral and Peritumoral CT Radiomic Modeling to Predict Treatment Failure of Early Stage Non-Small Cell Lung Cancers K Lafata1*, Y Gao2 , Y Chang3 , C Wang4 , C Kelsey5 , F Yin6 , (1) Duke University Medical Center, Durham, NC, (2) Duke University Medical Physics Graduate Program, Durham, NC, (3) Duke University Medical Center, Durham, NC, (4) Duke University Medical Center, Durham, NC, (5) Duke University, Durham, ,(6) Duke University Medical Center, Durham, NC |
| TU-AB-SAN2-10 | Robustness of Conditional Generative Adversarial Networks in Generating Head and Neck Synthetic CT Images for MR-Only Radiotherapy Treatment Planning P Klages*, I Benslimane , S Riyahi , J Jiang , M Hunt , J Deasy , H Veeraraghavan , N Tyagi , Memorial Sloan Kettering Cancer Center, New York, NY |
| TU-C1000-GePD-F3-1 | Development of RadFlix: A Projection-Based Video Distraction Therapy System (PBVDT) for External-Beam Radiation Therapy B Miller*, D Holt , K Stuhr , M Miften , S Milgrom , B Kavanagh , University of Colorado School of Medicine, Aurora, CO |
| TU-C1000-GePD-F6-1 | A Deep Sequential Learning Architecture for Xerostomia Prediction in Parotid Glands Using CBCT and Rigid-Registered Dose Images H Tseng1*, B Rosen2, JT Chien3, M Mierzwa4, R Ten Haken5, I El Naqa6 , (1) University of Michigan, Ann Arbor, Ann Arbor, MI, (2) University of Michigan, Ann Arbor, MI, (3)National Chiao Tung University, Hsinchu, Taiwan (4) University of Michigan, Ann Arbor, MI, (5)University of Michigan, Ann Arbor, MI, (6)University of Michigan, Ann Arbor, MI |
| TU-C1000-GePD-F6-3 | Decision Trees Identifying Factors Affecting Tumor Response to Chemo-Radiotherapy in Head and Neck Cancer Evaluated for Tumor Burden M Surucu1*, I Mescioglu2 , A Block1 , B Emami1 , J Roeske1 , (1) Loyola University Medical Center, Maywood, IL, (2) Lewis University, Romeoville |
| TU-C930-GePD-F2-1 | A Novel Library-Matching Approach to Reconstruct Time-Resolved 4DMRI Via Full and Sparse Sampling Using Golden-Angle Radial Acquisition and Compressed Sensing Reconstruction: A Simulation Study X Nie*, L Feng , K Zakian , R Otazo , G Li , Memorial Sloan Kettering Cancer Center, New York, NY |
| TU-C930-GePD-F4-3 | Time Evolution of the Response of Irradiated EBT-XD Radiochromic Films D Mulrow*1,2, Y Leon1, A Darafsheh1, R Khan1, (1) Washington University School of Medicine, St Louis, MO, (2) Washington University in St. Louis, St. Louis, MO |
| TU-C930-GePD-F4-6 | Development of a 3D-Printed Deformable Prostate Insert for a Novel Pelvic End-To-End (PETE) Phantom to Benchmark Adaptive Radiation Therapy C Miller1,2*, J Mourad2, S Foley2, K Labash2, B Brichacek2, J Cunningham1, C Glide-Hurst1,3, (1) Department of Radiation Oncology, Henry Ford Cancer Institute, Detroit, MI, (2) Department of Biomedical Engineering, Wayne State University, Detroit, MI, (3) Department of Radiation Oncology, Wayne State University, Detroit, MI |
| TU-C930-GePD-F7-1 | Development of An Enhanced Heart Model with Substructures for Cardiac Dosimetry in Late Effect Studies S Shrestha1*, A Gupta1 , C Lee2 , S Smith1 , Y Qiao1 , R Weathers1 , R Howell1 , (1) MD Anderson Cancer Center, Houston, TX, (2) National Cancer Institute, Rockville, MD |
| TU-E-SAN1-2 | Radiation Related Lymphopenia for the Treatment of Pancreatic Cancer: Measurement Derived Data for the Development of a Robust Simulation J Sanders1 , T Jones1 , D Liyanage2 , M Conaway1 , M Peach1 , E Janowski1 , K Wijesooriya1*, (1) University of Virginia, Charlottesville, VA,(2) Albemarle High School, Charlottesville, VA |
| TU-E-SAN1-4 | Radiotherapy Dose Distribution Prediction Based On Patient Anatomy and Dose Volume Constraints J Ma1*, D Nguyen2 , X Jia3 , W Lu4 , L Zhou5 , S Jiang6 , (1) UT Southwestern Medical Center, Dallas, TX, (2) UT Southwestern Medical Center, Dallas, TX, (3) University of Texas Southwestern Medical Center, Dallas, TX, (4) UT Southwestern Medical Center, Dallas, TX, (5) Department of Biomedical Engineering, Southern Medical University, Guangzhou, Guangdong, (6) UT Southwestern Medical Center, Dallas, TX |
| TU-F115-GePD-F5-1 | Artificial Intelligence-Based Dose-Guided Patient Positioning for Prostate Cancer Online Adaptive Radiotherapy X Zhang1*, (1) West China hospital of Sichuan university, Chengdu, Sichuan |
| TU-F115-GePD-F7-1 | Clustering Based Dose Distribution Prediction Using Deep Convolutional Neural Network M Ma*, M Buyyounouski , V Vasudevan , L Xing , Y Yang , Stanford Univ School of Medicine, Stanford, CA |
| TU-F115-GePD-F9-1 | Automatic Multi-Organ Segmentation On Female Pelvic CT with Dense V-Network Q Wu*, Peoples Liberation Army General HospitalBeijing |
| TU-HI-SAN1-6 | Real-Time Generation of Pareto 3D Dose Distributions for Radiotherapy D Nguyen*, A Sadeghnejad Barkousaraie , C Shen , X Jia , S Jiang , Medical Artificial Intelligence and Automation (MAIA) Laboratory, Department of Radiation Oncology, UT Southwestern Medical Center, Dallas, TX, USA |
| TU-HI-SAN2-2 | Artificial Intelligence-Driven Pancreas Stereotactic Body Radiation Therapy (SBRT) Treatment Planning J Zhang1*, Y Ge2 , C Wang1 , Y Sheng1 , M Palta1 , B Czito1 , C Willet1 , F Yin1 , Q Wu1 , (1) Duke University Medical Center, Durham, NC, (2) University of North Carolina at Charlotte, Charlotte, NC |
| TU-HI-SAN2-6 | Delta-Radiomics and Tumor Characteristic Factors as a Combined Biomarker for Chemoradiation Therapy of Locally Advanced Pancreatic Cancer H Nasief1*, W Hall2 , C Zheng3 , S Tsai4 , L Wang5 , B Erickson6 , X Li7 , (1) Medical College of Wisconsin, Marshall, WI, (2) Medical College of Wisconsin, Milwaukee, WI, (3) University of Wisconsin Milwaukee, Milwaukee, WI, (4) Medical College of Wisconsin, Milwaukee, WI, (5) Medical College of Wisconsin, Milwaukee, WI, (6) Medical College of Wisconsin, Milwaukee, WI, (7) Medical College of Wisconsin, Milwaukee, WI |
| TU-HI-SAN2-12 | Sub-Region Based Radiomics Analysis for Survival Prediction in Esophageal Tumors Treated by Radiotherapy P Yang1*, L Xu1 , Z Cao1 , Y Jiang1 , Y Xue1 , C Luo1 , S Wu2 ,Y Kuang3 , T Niu1 , (1) Zhejiang University, Hangzhou, Zhejiang, Peoples R China,(2) Hangzhou Cancer Hospital, Hangzhou, Zhejiang, Peoples R China,(3) University of Nevada, Las Vegas, Las Vegas, NV |
| TU-J345-GePD-F1-4 | Investigation On Imaging Dose to Spinal Cord in Spine SBRT Treatment Y Xu1,2*, M Khosravi2 , Y Lyatskaya2 , P Zygmanski2 , F Hacker2 , J Bredfeldt2 , Y Hu2 , (1) Harvard Medical School (2) Brigham & Women's Hospital, Boston, MA |
| TU-J345-GePD-F2-1 | Evaluation of Factors That Affect 4D Cone Beam CT-Ventilation Images for Adaptive Functional Avoidance Radiotherapy H Nemoto1*, N Kadoya1 , T Kajikawa1 , Y Nakajima2 , T Kanai3 , Y Ieko3 , K Takeda4 , K Jingu1 , (1)Department of Radiation Oncology, Tohoku University Graduate School of Medicine, Sendal, Japan,(2)Tokyo Metropolitan Cancer and Infectious Diseases Center Komagome Hospital, Tokyo, ,(3) Yamagata University Faculty of Medicine, Yamagata, Japan,(4) Course of Radiological Technology, Health Sciences, Tohoku University Graduate School of Medicine, Sendai, Japan, |
| TU-J345-GePD-F2-4 | Pre- and Mid-Treatment Predictors of Lymphocyte Counts Post-Proton and Photon Radiotherapy in Patient with Low Grade Gliomas C Zhu1*, R Mohan2 , S McGovern3 , J Dinh4 , W Cao5 , A Liu6 , G Jun7 , X Bai8 , D Grosshans9 , (1) UT MD Anderson Cancer Center, Houston, TX, (2) UT MD Anderson Cancer Center, Houston, TX, (3) UT MD Anderson Cancer Center,Houston,TX,(4) Baylor College of Medicine,Houston,TX ,(5) UT MD Anderson Cancer Center, Houston, TX, (6)UT MD Anderson Cancer Center, Houston, TX, (7) UT Health Science Center at Houston, Houston,TX ,(8) University of Houston, Houston,TX ,(9)UT MD Anderson Cancer Center, Houston, TX |
| TU-J345-GePD-F5-5 | Self-Attention Based Deep Learning Probabilistic Parotid Gland Segmentation Quality Evaluation Using Dose Volume Histogram Analysis S Berry*, J Jiang , S Elguindi , M Hunt , J Deasy , H Veeraraghavan , Memorial Sloan Kettering Cancer Center, New York, NY |
| TU-J345-GePD-F6-5 | Validation of Planning CT to CBCT Deformable Image Registration-Based Dose Calculation for Prostate Cancer Adaptive Radiotherapy X Zhang*, West China hospital of Sichuan university, Chengdu, Sichuan |
| TU-K430-CAMPUS-F2-5 | PTV Reduction with Time-Weighted Mid-Position Images for 4D-MRI Guided Online Adaptive Radiation Therapy A Tai*, X Chen , N Mickevicius , E Paulson , E Ahunbay , X Li , Medical College of Wisconsin, Milwaukee, WI |
| TU-L-303-0 | Focused Ultrasound in Radiation Oncology M Altman1*, G Czarnota2*, S Brueningk3*, (1) Washington University School of Medicine, St. Louis, MO, (2) Sunnybrook Health Sciences Centre, Toronto, ON, (3) The Institute of Cancer Research, London, United Kingdom |
| TU-L-304-8 | Prognosis Prediction with Homology-Based Radiomic Features Quantifying the Lung Tumor Malignancy in CT-Based Radiomics S Tanaka1*, N Kadoya1 , T Kajikawa1 , K Abe1, 2, S Dobashi3 , K Takeda3 , K Nakane4 , K Jingu1 , (1) Department of Radiation Oncology, Tohoku University Graduate School of Medicine, Sendai, Japan, (2) Department of Radiology, Tokyo Metropolitan Cancer and Infectious Diseases Center Komagome Hospital, Tokyo, Japan, (3) Course of Radiological Technology, Health Sciences, Tohoku University Graduate School of Medicine, Sendai, Japan, (4) Department of Medicine, Osaka University Graduate School of Medicine, Osaka, Japan |
| WE-AB-225BCD-6 | Intra-Treatment 18F-FDG PET/CT Radiomic Signature Predicts In-Field Recurrence Following Definitive Chemo-Radiation Therapy for Oropharyngeal Cancer K Lafata*, Y Chang , C Wang , Y Mowery , D Brizel , F Yin , Duke University Medical Center, Durham, NC |
| WE-AB-225BCD-8 | Predicting Volumetric Expansion of Esophagus During Lung Radiotherapy C Wang*, S Riyahi , Y Hu , S Nadeem , N Tyagi , R Kuo, A Rimner , J Deasy , P Zhang , Memorial Sloan Kettering Cancer Center, New York, NY |
| WE-B-SAN2-4 | Clinical Validation of An Automated Treatment Error Detection Software for Radiation Therapy S Yaddanapudi1*, D Wang1 , Y Kim1 , J Xia2 , (1) University of Iowa, Iowa City, IA, (2) Mount Sinai Medical Center, New York, NY |
| WE-C1000-GePD-F2-5 | Segmentation of Organs at Risk in Nasopharyngeal Cancer for Radiotherapy Using A Nested U-Net Architecture Fan SONG1,2*, Sihua WU1,3, Sijuan Huang1, Yunfei XIA1, Xin Yang1. (1) Sun Yat-sen University Cancer Center; State Key Laboratory of Oncology in South China; Collaborative Innovation Center for Cancer Medicine; Guangdong Key Laboratory of Nasopharyngeal Carcinoma Diagnosis and Therapy, Guangzhou, Guangdong, 510060, China. (2) Guangdong University of Technology, Guangzhou, Guangdong, 511400, China. (3) Xinhua College of Sun Yat-sen University, Guangzhou, Guangdong, 510520,China. |
| WE-C1000-GePD-F5-2 | Comparison of Two CBCT Correction Methods for Daily Adaptive Therapy Dose Tracking D Pittock1*, N Lamba1 , S Ginsburg1 , I Dragojevic2 , A Kruzer1 , A Nelson1 , (1) MIM Software Inc., Cleveland, OH, (2) UC San Diego, Chula Vista, CA |
| WE-C1000-GePD-F7-1 | A Dosimetry Study of Postmastectomy Radiation Therapy with AeroForm Tissue Expander S Lim , L Kuo*, H Kuo , B McCormick , O Cahlon , L Hong , Memorial Sloan-Kettering Cancer Center, New York, NY |
| WE-C1000-GePD-F7-6 | Characterization of Dynamic Conformal Arc Therapy Planning (DCAT) Optimized with Aperture Modulation for Breath-Hold Treatment During Stereotactic Ablative Radiotherapy S Lee*, D Waters , A Colonias , S Oh , M Tassotto , B Coopey , D Pavord , M Goss , V Verma , H Lee , M Chetvertkov , Y Liang , D Parda , J Sohn , Allegheny General Hospital, Pittsburgh, PA |
| WE-C930-GePD-F1-4 | Comparison of CyberKnife Multileaf Collimator and Fixed Cone: Treatment Planning Evaluation for Multiple Brain Metastasis K Yang1*, S Sharma1 , J Yoon1 , S Stephenson2 , R McLawhorn3 , R Patel3 , A Ju1 , Y Feng1 , (1) East Carolina University, Greenville, NC, (2) Vidant Medical Center, Greenville, NC, (3) 21st Century Oncology, Greenville, NC |
| WE-C930-GePD-F5-2 | Automated Plan Quality Ranking for Online Adaptive Radiation Therapy F Ceballos*, S Lim , Z Wang , J Zhang , H Nasief , E Ahunbay , X Li , Medical College of Wisconsin, Milwaukee, WI |
| WE-C930-GePD-F7-4 | Creation of Proton Minibeams Using a Single Quadrupole Halbach Cylinder GA McAuley1*, AV Teran1 , JD Slater1 , AJ Wroe1 , (1) Department of Radiation Medicine, Loma Linda University, Loma Linda, CA, USA. |
| WE-FG-301-9 | Priming the Abscopal Effect - A Lung Cancer Study R Mueller1,2,3*, S Yasmin-Karim3,4 , M Moreau3,4,5 , J Hesser1,2,6,7 , W Ngwa3,4,5 , (1) University Medical Center Mannheim, Mannheim, Germany (2) Heidelberg University, Heidelberg, Germany (3) Brigham and Women's Hospital, Dana-Farber Cancer Institute, Boston, MA (4) Harvard Medical School, Boston, MA (5) University of Massachusetts Lowell, Lowell, MA (6) Interdisciplinary Center for Scientific Computing (IWR), Heidelberg University, Heidelberg, Germany (7) Central Institute for Computer Engineering (ZITI), Heidelberg University, Mannheim, Germany |
| WE-FG-301-10 | Project ICARUS: Feasibility of Immunotherapy with Concomittant Ablative Radiosurgery to Ultra-High DoSes M Rokni*, K Pointer , J Luke , S Chmura , G Redler , University of Chicago, Chicago, IL |
| WE-HI-301-4 | Atlas-Guided Fluence Initialization and Optimization for Pancreas SBRT: A Feasibility Study W Wang1* , Y Sheng2 , C Wang2 , J Zhang2 , Y Ge3 , F Yin1,2 , Q Wu1,2 , (1) Duke University, Durham, NC, (2) Duke University Medical Center, Durham, NC, (3) University of North Carolina at Charlotte, Charlotte, NC |
| WE-HI-SAN1-0 | Efficiency/throughput RT for Low Resource Settings D van der Merwe1*, E Ford2*, M Bazalova-Carter3*, P Liu4*, J Adler5*, (1) International Atomic Energy Agency, Vienna, Austria, (2) University of Washington, Seattle, WA, (3) University of Victoria, Victoria, BC, (4) The University of Sydney, Eveleigh, Australia, (5) Stanford University, Stanford, CA |
| WE-HI-SAN1-1 | The need for Radiotherapy in Low and Middle Income Countries: the IAEA Perspective D van der Merwe1*, E Ford2*, M Bazalova-Carter3*, P Liu4*, J Adler5*, (1) International Atomic Energy Agency, Vienna, Austria, (2) University of Washington, Seattle, WA, (3) University of Victoria, Victoria, BC, (4) The University of Sydney, Eveleigh, Australia, (5) Stanford University, Stanford, CA |
| WE-HI-SAN1-2 | Redesigning IMRT for Low- and Middle-Income Countries D van der Merwe1*, E Ford2*, M Bazalova-Carter3*, P Liu4*, J Adler5*, (1) International Atomic Energy Agency, Vienna, Austria, (2) University of Washington, Seattle, WA, (3) University of Victoria, Victoria, BC, (4) The University of Sydney, Eveleigh, Australia, (5) Stanford University, Stanford, CA |
| WE-HI-SAN1-3 | Kilovoltage arc therapy (KVAT) D van der Merwe1*, E Ford2*, M Bazalova-Carter3*, P Liu4*, J Adler5*, (1) International Atomic Energy Agency, Vienna, Austria, (2) University of Washington, Seattle, WA, (3) University of Victoria, Victoria, BC, (4) The University of Sydney, Eveleigh, Australia, (5) Stanford University, Stanford, CA |
| WE-HI-SAN1-4 | Fixed-beam radiotherapy systems for more cost effective treatment D van der Merwe1*, E Ford2*, M Bazalova-Carter3*, P Liu4*, J Adler5*, (1) International Atomic Energy Agency, Vienna, Austria, (2) University of Washington, Seattle, WA, (3) University of Victoria, Victoria, BC, (4) The University of Sydney, Eveleigh, Australia, (5) Stanford University, Stanford, CA |
| WE-HI-SAN1-5 | Zap Surgical System D van der Merwe1*, E Ford2*, M Bazalova-Carter3*, P Liu4*, J Adler5*, (1) International Atomic Energy Agency, Vienna, Austria, (2) University of Washington, Seattle, WA, (3) University of Victoria, Victoria, BC, (4) The University of Sydney, Eveleigh, Australia, (5) Stanford University, Stanford, CA |
| WE-HI-SAN2-4 | Exploring a Novel Concept for Direct Proton Beam Measurement Via Its Magnetic Field: A Simulation Study M Raedler* , G Dedes , K Parodi , M Riboldi , Ludwig-Maximilians-Universitaet Muenchen Department for Medical Physics (LS Parodi), Garching, BY |
