Segmentation of the atrial chambers in medical imaging is fundamental to the diagnosis and management of atrial fibrillation and related cardiac disorders. Deep learning techniques, particularly ...

Deep learning has transformed the automatic delineation of brain tumours in magnetic resonance imaging by enabling end-to-end systems that learn rich hierarchical features from raw data. Convolutional ...

Compare deep learning cell segmentation tools Cellpose and StarDist: how each works, how they differ by imaging type, and ...

Artificial intelligence (AI) in research histopathology is turning whole-slide images of preclinical tissue into structured, quantitative data rather than a pathologist's subjective impression alone.