Prediction of Response to Stereotactic Radiosurgery for Brain Metastases Using Convolutional Neural Networks

Abstract

A CNN-based ensemble radiomics model accurately predicted SRS responses of unlearned BM images. Thus, CNN models are able to predict SRS prognoses from small datasets.