Guomin Xie

Progressive Learning Based Knowledge Distillation for Low Resolution Cerebral Microbleed Segmentation

This study aims to address key technical issues in the segmentation of Cerebral MicroBleeds (CMBs) based on Low-Resolution (LR) Magnetic Resonance Imaging (MRI) data. There are two challenges in this task. First, the CMB lesions are typically small in size and easily confused with various mimics. Se…