Ischemic Stroke Detection, Segmentation, and Volume Estimation using Multi-sequence MRI Data with Missing Sequences
A unified framework that leverages graph neural networks and sequence-specific feature modeling for comprehensive ischemic stroke analysis from MRI is presented, designed to detect ischemic stroke, segment lesions, and estimate lesion volume from multi-sequence MRI data, while accommodating incomplete combinations of M...