BioengineeringbioRxivPreprint
CBAM-enhanced MaxViT-Tiny for gastrointestinal endoscopy image classification: Robustness, explainability, and external validation
Sadek Al Prince, Israt Fatema Shorna, Md Mehedi Hasan…·Gazi Mehraj Sakib
This paper proposes a CBAM-enhanced MaxViT-Tiny model for GI endoscopy image classification, achieving high accuracy but showing vulnerability to adversarial attacks and unreliable explanations.
DOI 10.64898/2026.10.20.760563