Medical Decision Making using Deep Neural Networks

Assoc. Prof. Miri Weiss-Cohen

AI uses for Medicine

My research is in DNN for medical imaging, focusing on automated detection, segmentation, and classification in modalities such as MRI and CT. It explores and optimizes architectures like U-Nets, and transformer-based models to improve accuracy, generalization, and clinical reliability.

Segmentation of Gastrointestinal Tract Cancer Using Enhanced Attention U-Net and MRI Scans: Model predictions (top) and ground truth (bottom)