AI RESEARCH
XtraLight-MedMamba for Classification of Neoplastic Tubular Adenomas
arXiv CS.LG
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ArXi:2602.04819v4 Announce Type: replace-cross Accurate risk stratification of precancerous polyps during routine colonoscopy screening is a key strategy to reduce the incidence of colorectal cancer (CRC). However, assessment of low-grade dysplasia remains limited by subjective histopathologic interpretation. Advances in computational pathology and deep learning offer new opportunities to identify subtle, fine morphologic patterns associated with malignant progression that may be imperceptible to the human eye.