Research and Application of Deep Learning Cardiac Image Segmentation Based on Multi-scale Convolution

The data set is publicly available for the Automated Cardiac Diagnosis challenge (ACDC) competition and contains MRI images of 100 patients. For the sake of experimentation, we re-extracted the original 3D image into 2D images in a total of 1,700 images.