Classification of Brain Tumor IDH Status using MRI and Deep Learning
Sahil Sunil Nalawade, Gowtham Krishnan Murugesan, Maryam Vejdani‐Jahromi, Ryan A. Fisicaro, Chandan Ganesh Bangalore Yogananda, Ben C. Wagner, Bruce Mickey, Elizabeth Anne Maher, Marco C. Pinho, Baowei Fei, Ananth J. Madhuranthakam, Joseph A. Maldjian
This paper develops a deep learning model to predict IDH mutation status from T2-weighted MRI scans of brain tumors, achieving 83.8% test accuracy.
bioRxiv · Sep 4, 2019 · PreprintNeuroscience