Review
Open access
Jul 2026
Uncertainty-Aware Prediction Across Endoscopic Domains: Laryngeal Narrow-Band and Gastrointestinal Imaging
Random-split evaluation substantially overestimated performance relative to a resolution-defined acquisition-shift stress test, and entropy-based selective prediction improved reliability by identifying a high-confidence subset for automated prediction while deferring the remainder to human review.
Behnam Kiani Kalejahi, S. Khan, Murodbek Akhrorov et al.
· Biomedicines · 0 citations