openalexFrontiers in Oncology2026-07-24
Deep learning-based classification of colonoscopic images using an attention-enhanced ConvNeXt V2 architecture
Xiaosheng Jin, Le Chen, Liwei Xue, X Pan, Haowen Yan, Gaokai Zhu, et al.
Introduction Proper interpretation of the colonoscopic images is important to early detect and diagnose colorectal diseases like polyps and inflammatory bowel diseases. However, the complex visual patterns and high intra-class similarity of such images make the automated classifi…