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Keywords: CAD
MO-E115-IePD-F8-5Case-Based Repeatability of AI Classification On Multi-Modality Imaging of Breast Lesions Using DCE-MRI and FFDM
H Whitney1,2*, K Drukker1, H Li1, A Edwards1, L Lan1, H Abe1, M Giger1, (1) University of Chicago, Chicago, IL, (2) Wheaton College, Wheaton, IL
PO-GePV-I-100Attention U-Net Segmentation of Indeterminate Nodules On Thyroid Ultrasound
J Genender*1, J Fuhrman1, H Li1, Kelvin Memeh1, J Conn Busch1, J Williams1, L Lan1, D Sarne1, B Finnerty2, P Angelos1, T Fahey2, X Keutgen1, M Giger1 (1) University of Chicago, Chicago, IL, (2) Weill Cornell Medicine, New York, NY
PO-GePV-M-51Machine Learning Model for Diagnosis of Non-Displaced Fractures On Emergency Department Hip Radiographs
K Drukker*, A Siegel, B Anderson, N Sundaram, L Lan, M Giger, University of Chicago, Chicago, IL
PO-GePV-M-59Brain Metastasis Stereotactic Radiosurgery Radiomics-Based Outcome Prediction Accuracy Is Dependent On Metastasis Volume and MRI Scanner
D DeVries1,2*, F Lagerwaard3, J Zindler4,5, T Yeung6, G Rodrigues1,2, G Hajdok1,7, A Ward1,2, (1) Western University, London, ON, CA, (2) London Regional Cancer Program, London, ON, CA, (3) Amsterdam UMC, Amsterdam, NL, (4) Haaglanden Medical Centre, Den Haag, NL, (5) Holland Proton Therapy Centre, Delft, NL, (6) Reflexion Medical Inc, (7) Niagara Health, ON, CA
PO-GePV-M-300A Quality Assurance Tests for 3D Printing Lab in Biomedical Physics Department
E Elsaiedy , A Nobah, S Alhzani, B Moftah, E Elsaiedy *, KFSH&RC, Riyadh, 01SA,
PO-GePV-M-337A 2D/3D Integrated Network for Breast Tumor Classification
X Chen1, X Wang1*, J Lv1, Z Zhou2, (1) Xi'an Jiaotong University, Xi'an, 61, CN, (2)University Of Kansas Medical Center,Kansas City, KS.
PO-GePV-M-344Evaluation of Diversity in the Medical Imaging and Data Resource Center (MIDRC) Open Data Commons
H Whitney1,2*, N Baughan1, K Drukker1, K Myers3, M Giger1, MIDRC Bias and Diversity Working Group1, (1) University of Chicago, Chicago, IL, (2) Wheaton College, Wheaton, IL, (3) Food and Drug Administration, retired
PO-GePV-T-26Development of An Original Multi-Modality Gynecologic Brachytherapy Phantom
B Eckroate1*, J Raffi2, R Venkataraman3, Y Kim4, D Ayala-peacock5, O Craciunescu6, (1) Duke University, Durham, NC, (2) Duke University Medical Center, Durham, NC, (3) Eigen Health Services Llc, Grass Valley, CA, (4) Duke University Medical Center, Durham, NC, (5) Duke University Medical Center, Durham, NC, (6) Duke University Medical Center, Durham, NC
SU-H400-IePD-F5-1A Graph Attention Network Combining Both Radiomics and Clinical Data for Improved and Interpretable Prediction of Lymph Node Invasion in High-Grade Prostate Cancers
M Larose*1, 2, 3, N Touma3, N Raymond4, D Leblanc1, 2, 3, F Rasekh3, B Neveu3, H Hovington3, M Vallières4, F Pouliot3, L Archambault1, 2, 3, (1) Department of physics, Université Laval, Qc, Canada (2) Centre de recherche sur le cancer, Qc, Canada (3) CHU de Québec, QC, Canada (4) Department of computer science, Université de Sherbrooke, QC, Canada
SU-H430-IePD-F6-5Towards Fairness in Artificial Intelligence for Medical Imaging: Identification and Mitigation of Biases in the Roadmap From Data Commons to Model Design and Deployment
K Drukker1*, W Chen2, J Gichoya3, N Gruszauskas1, J Kalpathy-Cramer4, S Koyejo5, K Myers6, R Sa7, B Sahiner2, H Whitney1,8, Z Zhang9, M Giger1, (1) University of Chicago, Chicago, IL, (2) Food & Drug Administration, Silver Spring, MD, (3) Emory University,(4) MGH/Harvard,Boston, MA, (5) University Of Illinois Urbana-champaign,(6) Food and Drug Administration, retired, (7) NIH/University Of California San Diego,(8) Wheaton College, Wheaton, IL, (9) Jefferson Health
TH-B-BRA-1A Shielding Design for the First U.S. Carbon Multi-Ion Hybrid Synchrotron Facility
J Dougherty1*, D Bolst2, S Guatelli2, A Rosenfeld2, C Beltran1, (1) Mayo Clinic, Jacksonville, FL, (2) University of Wollolong, Wollolong, AU
TU-D930-IePD-F2-4A Deep Learning Model with Radiomics Analysis Integration for Glioblastoma Post-Resection Survival Prediction
Z Hu1*, Z Yang2, J Zhao1, H Zhang1, E Vaios2, K Lafata2, F Yin2, C Wang2, (1) Duke Kunshan University, Kunshan, Jiangsu, China (2) Duke University, Durham, NC
TU-D930-IePD-F8-4Extraction of Osteosclerotic Regions Using Diffusion Equation
K Doi1*, Y Anetai2, H Takegawa2, Y Koike2, S Nakamura2, T Nishio1, (1) Department of Medical Physics and Engineering, Osaka University Graduate School of Medicine, Suita city, Osaka, JP, (2) Department of Radiation Oncology, Kansai Medical University Hospital, Hirakata city, Osaka, Japan
TU-GH-BRB-1Opportunistic CT AI Screening for Low Bone Mineral Density
S Fahrenholtz*, I Banerjee, A Tariq, B Patel, W Sensakovic, Mayo Clinic Arizona, Phoenix, AZ
WE-C1000-IePD-F5-1Multi-MATE: High-Throughput Automated Small Animal Radiation Platform
L Jiang*, R Neph, K Sheng, UCLA School of Medicine, Los Angeles, CA

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