Dushmanta Kumar Das

A morphology-guided ViT-CNN approach for the detection of lung and colon cancer using H&E-stained biopsy images.

MorphoViT-CNN is proposed, a hybrid model that combines a Vision Transformer for capturing global contextual information with Convolutional Neural Networks (CNNs) for extracting fine grained local features and demonstrated superior accuracy and precision-recall performance compared with leading CNN and transformer-based baselines.