Prabha Susy Mathew

AMSSE-SwinTrans: A harmonized multimodal hybrid framework with explainable AI for ischemic stroke lesion segmentation.

This study proposes AMSSE-SwinTrans, a lightweight hybrid CNN-Transformer framework that combines adaptive multi-scale squeeze-and-excitation module with simplified transformer blocks employing multi-head self-attention, along with explainable AI (XAI) for clinical interpretation that establishes itself as a resource-e...