RadGenNets: Deep Learning-Based Radiogenomics Model For Gene Mutation Prediction In Lung Cancer
S. Tripathi, A. I. Augustin, E. J. Moyer, A. Zavalny, S. Dheer, R. Sukumaran, D. Schwartz, B. Gorski, F. Dako, E. Kim
The paper develops a deep learning model that predicts gene mutations in NSCLC patients using CT scans and clinical-genomics data, achieving 94% AUC.
bioRxiv · Apr 13, 2022Cancer Biology