CNN-Res: deep learning framework for segmentation of acute ischemic stroke lesions on multimodal MRI images

Abstract

This study presented a new and accurate method for the segmentation of MRI medical images using a deep convolutional neural network called CNN-Res, which directly predicts segment maps from raw input pixels.