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 ...

Transformers have emerged as a powerful class of deep learning models that overcome the locality constraints of convolutional neural networks by modelling long-range dependencies through ...