2 papers
cs.CV2026
Cross-dataset harmonization for robust endoscopic image analysis
Romil Imtiaz, Dimitris K. Iakovidis
A significant problem in endoscopic image analysis is that the machine learning (ML) models used for this purpose usually underperform when applied on images acquired from endoscop…
cs.CV2026
ResNet-50 with Class Reweighting and Anatomy-Guided Temporal Decoding for Gastrointestinal Video Analysis
Romil Imtiaz, Dimitris K. Iakovidis
We developed a multi-label gastrointestinal video analysis pipeline based on a ResNet-50 frame classifier followed by anatomy-guided temporal event decoding. The system predicts 17…