Automatic Brain Tumor Segmentation and Overall Survival Prediction Using Machine Learning Algorithms.

Purpose: This study was designed to evaluate the ability of a U-net neural net-work to properly identify three regions of a brain tumor and an ELM for the prediction of patient overall survival after gross tumor resection using preoperative MR images.