A generative-discriminative deep learning approach to classify radiology reports based on the presence of follow up recommendations

Pan Xiao, Xiaobing Yu, Aaron Mintz, Jieqi Wang, Mahati Mokkarala, Vamsi Narra, Daniel Marcus, Andrew Bierhals, Aristeidis Sotiras
January 2023
Cite
Type
Conference paper
Publication
Medical Imaging 2023: Imaging Informatics for Healthcare, Research, and Applications
Aristeidis Sotiras
Aristeidis Sotiras
Principal Investigator at CBICA
Associate Professor
Department of Radiology
Division of Informatics in the Department of Biostatistics, Epidemiology, and Informatics

I am an Associate Professor of Radiology in the Division of Informatics, Department of Biostatistics, Epidemiology, and Informatics, at the University of Pennsylvania. I am a principal investigator in the Center for Biomedical Image Computing and Analytics (CBICA), where I lead the Artificial Intelligence in Biomedical Imaging Laboratory (AIBIL).