Deep learning models for pathological classification and staging of oesophageal cancer

Himanshu Agrawal, Nikhil Gupta · World Journal of Clinical Oncology · 2025

's study applying the Wave-Vision Transformer for oesophageal cancer classification. Highlighting its superior accuracy and efficiency, we discuss its potential clinical impact, limitations in dataset diversity, and the need for explainable artificial intelligence to enhance adoption in pathology and personalized treatment.

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