2 papers
cs.CV2024
Tackling domain generalization for out-of-distribution endoscopic imaging
Mansoor Ali Teevno, Gilberto Ochoa-Ruiz, Sharib Ali
While recent advances in deep learning (DL) for surgical scene segmentation have yielded promising results on single-center and single-imaging modality data, these methods usually…
cs.CV2024
Domain Generalization for Endoscopic Image Segmentation by Disentangling Style-Content Information and SuperPixel Consistency
Mansoor Ali Teevno, Rafael Martinez-Garcia-Pena, Gilberto Ochoa-Ruiz +1
Frequent monitoring is necessary to stratify individuals based on their likelihood of developing gastrointestinal (GI) cancer precursors. In clinical practice, white-light imaging…