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219 * ! Wed, 8/11/2021, 10:00 AM - 11:50 AM Virtual
Artificial Intelligence and Machine Learning in Medical Imaging for Drug Development — Invited Papers
Section on Statistics in Imaging, Section on Medical Devices and Diagnostics, Biopharmaceutical Section
Organizer(s): Bushi Wang, Boehringer Ingelheim Pharmaceuticals Inc.
Chair(s): Sue-Jane Wang, FDA
10:05 AM Using Deep Learning on HRCT Scan to Predict Pulmonary Fibrosis Progression and Support Early Clinical Development Decision
Bushi Wang, Boehringer Ingelheim Pharmaceuticals Inc.; Yi Liu, Boehringer Ingelheim; Hao Li, Boeringer-Ingelheim
10:25 AM Application of Machine Learning in Medical Imaging: Overview of Novartis Radiomics Projects
Thibaud Coroller, Novartis
10:45 AM Histopathology and AI for Cancer Subtype and Mutation Detection
Narges Razavian, New York University Langone Health
11:05 AM Development and Clinical Evaluation of Quantitative Lung Fibrosis Scores on CT Images in Clinical Trials: Idiopathic Pulmonary Fibrosis and Scleroderma Lung Disease
Grace Hyun Kim, UCLA; Jonathan Goldin, UCLA; Matthew Brown, UCLA
11:25 AM Recent Advances in Machine Learning in Medical Image Analysis
Fei Wang, Weill Cornell Medicine
11:45 AM Floor Discussion