August 11, 2021
Using Deep Learning to Classify Brain Tumors with a Single Scan
A team of researchers at Washington University School of Medicine in St. Louis have developed a deep learning model that can classify a brain tumor using a single 3D MRI scan.
Satrajit Chakrabarty, a doctoral student, Aristeidis Sotiras, PhD, assistant professor of radiology and Daniel S. Marcus, PhD, professor of radiology — all members of the Computational Imaging Research Center in the School of Medicine’s Mallinckrodt Institute of Radiology — built their convolutional neural network using a large, multi-institutional dataset of intracranial 3D MRI scans from four publicly available sources.
