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| MO-K-KDBRC-6 | JACK KROHMER JUNIOR INVESTIGATOR COMPETITION WINNER: Selecting Predictive Genomic Biomarkers for Oropharyngeal Cancer Treatment Prediction by Use of Advanced Machine Learning Method J Wu1*, C Lian2, S Ruan2, S Mutic1, M Anastasio1, H Gay1, W Thorstad1, X Wang1, H Li1, (1) Washington University in St. Louis, Saint Louis, MO, USA (2) University of Rouen, Rouen, France |
| SU-H400-GePD-F8-3 | Radiomics for Breast MRI in Pre-Treatment Prediction of Nodal Response to Neoadjuvant Chemotherapy in Node-Positive Breast Cancer Patients; a Pilot Study K Drukker*, C Doyle , A Edwards , J Papaioannou , M Giger , university Chicago, Chicago, IL |
| SU-H400-GePD-F8-4 | Radiomics-Based Prediction of Malignant Glioma Grades Using T2-Weighted Magnetic Resonance Images T Nakamoto1*, W Takahashi1 , A Haga1, 2 , S Takahashi1 , K Nawa1 , T Ohta1 , S Ozaki1 , S Tanaka1 , A Mukasa3 , K Nakagawa1 , (1) The University of Tokyo Hospital (2) Tokushima University (3) Kumamoto University |
| SU-H430-GePD-F8-1 | Classification of Hepatic Tumor Images Using Persistent Homology J Kotoku1*, A Oyama1 , Y Hiraoka2 , I Obayashi2 , K Shiraishi1 , A Haga3 ,H Kondo1 , Y Saikawa1 , T Kobayashi1 , S Furui1 , (1) Teikyo University, Tokyo, Japan,(2) Tohoku University, Aoba-ku, Sendai,Japan (3)Tokushima University, Tokushima, Japan |
| SU-J400-CAMPUS-F1-1 | A Fuzzy C-Means Multi-Parametric Segmentation Method for Temporal Stability Area Definition On Shear Wave Elastography Image Sequences I Gatos1 , S Tsantis2 , P Zoumpoulis3 , I Theotokas4 , D Mihailidis5 , J Hazle6 G Kagadis7*, (1) University of Patras, Rion, Ahaia, Greece (2) University of Patras, Rion, Ahaia, Greece (3) Diagnostic Echotomography S.A., Kifissia, Attiki, Greece (4) Diagnostic Echotomography S.A., Kifissia, Attiki, Greece (5) University of Pennsylvania, Philadelphia, PA, (6) UT MD Anderson Cancer Center, Houston, TX, (7) university Patras, Rion - Patras, Greece |
| SU-L-205-5 | The MRI Radiomics Features Analysis of Hypoxia Target in Nasopharyngeal Carcinoma X Kong1* , T Li2.3 , Y Yin2 , (1) Wuxi Fourth People's Hospital (Affiliated Hospital, Jiangnan University), Wuxi, Jiangsu, (2) Shandong Cancer Hospital Affiliated to Shandong University, Jinan, Shandong, (3) University Of South China, Hengyang, Hunan. |
| SU-L-KDBRA1-5 | Novel Optical Whole-Body Patient Surface Mapping for Robust Personalized Collision Modeling and Prevention in External Beam Radiotherapy V Yu*, J Neylon , M Cao , K Sheng , UCLA School of Medicine, Los Angeles, CA |
| TH-AB-DBRB-7 | Investigating the Complementarity of Radiomics and Clinical Information for Predicting Treatment Failure in Multiple Cancer Types M Vallieres1*, A Chatterjee2 , F Lucia3 , V Bourbonne3 , P Bonaffini4 , I Masson5 , A Mervoyer5 , C Reinhold4 , D Visvikis1 , U Schick3 , J Seuntjens2 , O Morin6 , M Hatt1 (1) Laboratoire de Traitement de l'Information Medicale (LaTIM, INSERM UMR 1101), Brest, France; (2) Medical Physics Unit, McGill University, Montreal, Quebec, Canada; (3) Radiation Oncology Department, CHRU Morvan Brest, Brest, France; (4) Radiology Department, McGill University Health Centre, Montreal, Quebec, Canada; (5) Radiation Oncology Department, Institut de Cancerologie de l'Ouest, Nantes, France; (6) Department of Radiation Oncology, Division of Physics, University of California San Francisco, San Francisco, CA, USA |
| TU-D-DBRB-6 | Robustness of Lung Nodule Classification by Radiomic Texture Feature Across CT Acquisition and Reconstruction Parameters N Emaminejad*, J Hoffman , M Wahi-Anwar , G Kim , M Brown , M McNitt-Gray , David Geffen School of Medicine at UCLA, Los Angeles, CA |
| TU-E115-GePD-F1-3 | Deep Learning Mammography Model From Public Dataset to Clinical Practice - Performance Discrepancy Examined Q Chen*, J Liu , X Wang , University of Kentucky, Lexington, KY |
| TU-K-207-3 | Medical Image Annotation with a New Low-Rank Modeling-Based Multi-Label Active Learning Method J Wu1, S Ruan2 , C Lian2 , S Mutic1 , M Anastasio1 , H Li1* , (1) Washington University in St. Louis, Saint Louis, MO, (2) University of Rouen, Rouen, Normandy |
| TU-K-DBRB-6 | Robustness of Lung Segmentation On Ultra-Low-Dose Chest CT Using Convolutional Neural Network X Wang*, C Chou , J Hoffman , N Emaminejad , M Wahi-Anwar , M McNitt-Gray , M Brown , David Geffen School of Medicine at UCLA, Los Angeles, CA |
| WE-C1030-GePD-F5-2 | Distinguishing Myxomas From Myxofibrosarcomas Using Radiomic Features Extracted From T1 MRI H Li1*, T Martin-Carreras2* , K Cooper3 , J Yang4 , R Sebro5# , Y Fan6# , (1) University of Pennsylvania, Philadelphia, PA, (2) University of Pennsylvania, Philadelphia, PA, (3) University of Pennsylvania, Philadelphia, PA, (4) UT MD Anderson Cancer Center, Houston, TX, (5) University of Pennsylvania, Philadelphia, PA, (6) University of Pennsylvania, Philadelphia, Pennsylvania (*Li and Martin-Carreras share the first authorship, #Sebro and Fan share the last authorship) |