[Colorectal cancer diagnosis method based on dynamic gland-aware and tissue soft-clustering]

A new deep learning network, DGTSNet, effectively diagnoses colorectal cancer by simultaneously identifying microscopic glandular changes and significant tissue lesions. This approach improves upon existing methods by enhancing the joint perception of these critical pathological features for better accuracy.