Raphael Sznitman

University of Bern — Switzerland

Medicine · Health Sciences

31h-index3.5kcitations242works2.42yr avg
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Research Topics

Retinal Imaging and Analysis(68), Glaucoma and retinal disorders(24), Domain Adaptation and Few-Shot Learning(24), Retinal Diseases and Treatments(22), Optical Coherence Tomography Applications(22)

Publications241 total

Rapid, label-free cancer detection in fresh pancreatic tissue using deep learning and multispectral Mueller matrix polarimetry
IEEE Transactions on Biomedical Engineering·2026
AI-Assisted Optical Coherence Tomography Segmentation for Enhanced Diagnosis of Inherited Retinal Diseases
Translational Vision Science & Technology·2025Open Access
VISTA: Visual-Field Integration of Sound to Target Attention and Fixation in Perimetry
2025Open Access
Current validation practice undermines surgical AI development
arXiv (Cornell University)·2025· 1 citedOpen Access
GynSurg: A Comprehensive Gynecology Laparoscopic Surgery Dataset
2025· 8 citedOpen Access
WetCat: Enabling Automated Skill Assessment in Wet-Lab Cataract Surgery Videos
2025· 1 citedOpen Access
Artificial intelligence analysis of OCT biomarkers to predict visual outcomes following vitrectomy for epiretinal membrane
International Journal of Retina and Vitreous·2025· 1 citedOpen Access
Iterative Deployment Exposure for Unsupervised Out-of-Distribution Detection
Lecture notes in computer science·2025
Inferring geometry and material properties from Mueller matrices with machine learning
2025
Mueller matrix polarimetry for automated assessment of dewaxed pancreatic tissue using deep learning
2025
Polarimetry-based tumor segmentation for pancreatic cancer using film-covered hematoxylin-and-eosin-stained slides
Open Access CRIS of the University of Bern·2025Open Access
EVALUATING POSTERIOR VITREOUS DETACHMENT ANNOTATION CONSISTENCY ON OPTICAL COHERENCE TOMOGRAPHY SCANS IN PATIENTS WITH DISEASE OF THE VITREOMACULAR INTERFACE
Retina·2025
Visual field-based machine learning model for predicting disease stage in glaucoma
Current Directions in Biomedical Engineering·2025Open Access
Fast and user-friendly multi-spectra Mueller matrix polarimeter for fresh tissue biopsy imaging
Current Directions in Biomedical Engineering·2025Open Access
Polarimetry-based tumor segmentation for pancreatic cancer using film-covered hematoxylin-and-eosin-stained slides
2025
Mueller matrix polarimetry for fresh pancreatic tissue segmentation
2025
GEYEDANCE: An OCT-Enhanced Multi-Modal Feedback Platform for Robot-Assisted Ophthalmic Surgery
IEEE Transactions on Medical Robotics and Bionics·2025· 5 citedOpen Access
Automated quantification of T1 and T2 relaxation times in liver mpMRI using deep learning: a sequence-adaptive approach
European Radiology Experimental·2025· 2 citedOpen Access
GynSurg: A Comprehensive Gynecology Laparoscopic Surgery Dataset
ArXiv.org·2025· 1 citedOpen Access
Feedback-Driven Pseudo-Label Reliability Assessment: Redefining Thresholding for Semi-Supervised Semantic Segmentation
arXiv (Cornell University)·2025Open Access
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Frequent Co-authors

Gregory D. Hager(9), Pascal Fua(9), Thomas Kurmann(9), Sebastián Wolf(9), Russell H. Taylor(8), Martin S. Zinkernagel(8), Danail Stoyanov(7), Rogério Richa(6), Lena Maier‐Hein(5), Bruno Jedynak(5), Pablo Márquez-Neila(5), Marion R. Munk(4), Sandro De Zanet(4), Martin Wagner(3), Beat P. Müller‐Stich(3), Pierre Jannin(3), Stefanie Speidel(3), Ksenia Konyushkova(3), Xiaofei Du(3), Mathias Gallardo(3)