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
Assistant Professor
Department of Radiology
Institute for Informatics, Data Science & Biostatistics

I am an Assistant Professor at the Department of Radiology, Washington University in St. Louis, affiliated with the Informatics, Data Science & Biostatistics. My research is in the area of medical image analysis and machine learning, with applications to brain development and aging.