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Taxonomy: IM- Optical : Biomarkers

BReP-SNAP-I-41	Preoperative Non-Invasive Grading of Parotid Gland Cancer Malignancy Using Radiomic MR Features H Kamezawa1*, H Arimura2, R Yasumatsu2, K Ninomiya2, (1) Teikyo University, Omuta, JP, (2) Kyushu University, Fukuoka, JP
BReP-SNAP-M-17	Assessing Longitudinal CT Perfusion Changes in Pancreas and Pelvic Node Tumors Treated with SBRT On Prospective Phase I Dose Escalation Trials T Patton1*, A Santoso1, T Reinicke1, Y Vinogradskiy1, Q Diot1, C Fisher1, K Goodman2, B Jones1, (1) University of Colorado Anschutz Medical Campus, Aurora, CO, (2) Mount Sinai, New York, NY
BReP-SNAP-M-18	Assessment of Texture Feature Robustness Using a Novel 3D-Printed Phantom K Spuhler*, J Teruel, P Galavis, NYU Langone Health, New York, NY
BReP-SNAP-M-19	Association of Lung CT Voxel-Based Radiomics Feature Map with Galligas PET Lung Ventilation Imaging Z Yang*, K Lafata, X Chen, Y Chang, F Yin, Duke University, Durham, NC
BReP-SNAP-M-37	Combining Delta-Radiomics and Clinical Biomarkers Based On KNN-PCA Classification to Improve Treatment Outcome Prediction for Pancreatic Cancer H Nasief1*, W Hall2, C Zheng3, S Tsai4, B Erickson5, X Li6, (1) Medical College of Wisconsin, Milwaukee, 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
BReP-SNAP-M-113	Predicting Glioblastoma Cell Motility with Radiomics K Mulford*, M McMahon, D Odde, C Wilke, University of Minnesota, Minneapolis, Minnesota
BReP-SNAP-M-119	Quantification of Lung Ventilation Using Voxel-Based Delta Radiomics Extracted From Thoracic 4DCT X Chen1*, K Lafata2, Z Yang3, F Yin4, (1) ,Durham, NC, (2) Duke University, Durham, NC, (3) Duke University, Durham, NC, (4) Duke University, Durham, NC
PO-GeP-I-50	Chemical Exchange Saturation Transfer MRI: Sensitive to Intracellular PH Change Over Time in a Rat Model of Brain Cancer M Mozaffari*, N Nystrom, A Li, M Bellyou, T Scholl, R Bartha, Robarts Research Institute, Western University, London, ON, Canada
PO-GeP-I-118	Evaluation of Radiomic Feature Stability for CT Imaging Parameters in Lung Nodules S Koizumi1*, (1) Komazawa University, Setagaya, 13, JP
PO-GeP-I-184	Radiomic Analysis Performed Preoperatively of Radical Prostatectomy to Predict Lymph Node Metastases of High-Grade Prostate Cancers D LeBlanc*, F Rasekh, G Couture, P Despres, J Beauregard, F Pouliot, L Archambault, CHUQ Pavillon Hotel-Dieu de Quebec, Quebec, QCCA,
PO-GeP-I-212	The Relationship of T1rho and T2 to Muscle Health and Injury P Hardy*, A Andersen, C Fry, B Noehren, University of Kentucky, Lexington, KY
PO-GeP-M-120	Cone-Beam CT Radiomics for Patients with Liver Tumors Treated by Stereotactic Body Radiation Therapy: A Pilot Study P Yang1*, J Shan2, Q Zhou2, L Xu1, Z Cao1, T Niu3, M Huang4, X Sun2, (1) Zhejiang University, Hangzhou, ,CN, (2) Department of Radiation Oncology, Sir Run Run Shaw Hospital, Zhejiang Univ., Hangzhou, ,CN,(3) Georgia Institute Of Technology,Woodruff School of Mechanical Engineering,Atlanta,GA(4) Duke University, Department of Radiation Oncology, Durham, NC,
PO-GeP-M-188	Establishment and Validation of a Multi-Omics Nomogram to Predict Lymph Node Metastasis of Esophageal Squamous Cell Carcinoma Z Li1, B Li2*, (1)University of Jinan,Jinan, Shandong Province, CN, (2)Shandong Cancer Hospital and Institute, Jinan,Shandong Province,CN; Shandong First Medical University and Shandong Academy of Medical Sciences, Shandong Province,CN;
PO-GeP-M-332	Predicting Tumor Control Using Geometric Features of Hypoxia Measured with EPRI H Smith1*, I Gertsenshteyn2,3, B Epel2,3, E Barth2,3, M Maggio3, S Sundramoorthy2,3, H Halpern2,3, (1) Department of Radiology, University of Chicago (2) Department of Radiation and Cellular Oncology, University of Chicago (3) National Institutes of Health Center for EPR Imaging In Vivo Physiology, University of Chicago, Chicago,IL
PO-GeP-M-398	The Feasibility of Using Radiomics to Detect T-Spine Lytic Bone Metastases in Simulation-CT Images H Naseri*, J Kildea, McGill University, Montreal, QC, CA,
PO-GeP-M-415	Using Radiomics to Study Statin Use and Omega-3 Use in Prostate Cancer Patients D Zheng1*, Y Shi2, E Wahle1, L Krajewski1, X Liang3, Q Du2, C Zhang2, S Zhou1, M Baine1, (1) University of Nebraska Medical Center, Omaha, NE, (2)University of Nebraska Lincoln, Lincoln, NE,(3)University of Florida, Jacksonville, FL
PO-GeP-T-484	Image-Guided Radiotherapy with Titanium Dioxide Nanoparticles Investigated in Animal Models of Pancreatic Cancer M Moreau*, W Ngwa, Brigham and Womens Hospital, Boston, MA, Dana Farber Cancer Institute, Boston, MA, University of Massachusetts Lowell, Lowell, MA
SU-CD-TRACK 2-8	Multi-Block Discriminant Analysis of Integrative 18F-FDG-PET/CT Radiomics for Predicting Circulating Tumor Cells in Early Stage Non-Small Cell Lung Cancer Treated with Stereotactic Body Radiation Therapy S Lee*, G Kao, S Feigenberg, J Dorsey, M Frick, S Jean-baptiste, C Uche, Y Fan, Y Xiao, University of Pennsylvania, Philadelphia, PA
WE-E-TRACK 2-4	Classification of LGG Tumor IDH1 Gene Mutation Status Using T2/FLAIR MRI Texture Information M Safari1, 2*, L Archambault1, 2, A Ameri3, A Fatemi4, M Beigi5, (1) Department of Physics, Universite Laval, Quebec, QC, CA, (2) CHU de Quebec - Universite Laval, Quebec, QC, CA, (3) Department Of Clinical Oncology, Shahidbeheshti University, (4) University of Mississippi Med. Center, Jackson, MS, (5) Novin Medical Radiation Institute, Haft Tir Martyrs Hospital, Tehran, Iran.