Fethallah Benmansour

Roche (Switzerland) — Switzerland

Computer Science · Physical Sciences

18h-index1.4kcitations68works0.02yr avg
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Research Topics

Medical Image Segmentation Techniques(20), Retinal Imaging and Analysis(15), Cell Image Analysis Techniques(13), Retinal Diseases and Treatments(8), Advanced Vision and Imaging(8)

Publications68 total

DOP015 Quantifying Inter-Rater Reliability of Mucosal Features in Ulcerative Colitis Endoscopy
Journal of Crohn s and Colitis·2026Open Access
Supplementary Figures S1-S2 and Full unedited western blots from Mechanistic Investigations of Diarrhea Toxicity Induced by Anti-HER2/3 Combination Therapy
2023Open Access
Supplementary Figures S1-S2 and Full unedited western blots from Mechanistic Investigations of Diarrhea Toxicity Induced by Anti-HER2/3 Combination Therapy
2023Open Access
Data from Mechanistic Investigations of Diarrhea Toxicity Induced by Anti-HER2/3 Combination Therapy
2023Open Access
Data from Mechanistic Investigations of Diarrhea Toxicity Induced by Anti-HER2/3 Combination Therapy
2023Open Access
Unsupervised Domain Adaptation with Contrastive Learning for OCT Segmentation
arXiv (Cornell University)·2022· 1 citedOpen Access
Unsupervised Domain Adaptation with Contrastive Learning for OCT Segmentation
Lecture notes in computer science·2022· 10 cited
Automated screening of moderately severe and severe nonproliferative diabetic retinopathy (NPDR) from 7-field color fundus photographs (7F-CFP) using deep learning (DL)
Investigative Ophthalmology & Visual Science·2021· 1 citedOpen Access
Predicting the development of clinically significant macular edema (CSME) in patients with mild nonproliferative diabetic retinopathy (NPDR) using machine learning (ML)
Investigative Ophthalmology & Visual Science·2021Open Access
Prediction of ranibizumab injection frequency in patients with macular edema due to retinal vein occlusion during as-needed dosing period of BRAVO and CRUISE Phase 3 trials
Investigative Ophthalmology & Visual Science·2021Open Access
Accuracy of a Machine-Learning Algorithm for Detecting and Classifying Choroidal Neovascularization on Spectral-Domain Optical Coherence Tomography
Journal of Personalized Medicine·2021· 16 citedOpen Access
Author Correction: Deep learning algorithm predicts diabetic retinopathy progression in individual patients
npj Digital Medicine·2020· 21 citedOpen Access
Specific immune modulation of experimental colitis drives enteric alpha-synuclein accumulation and triggers age-related Parkinson-like brain pathology
2020· 17 citedOpen Access
Development and External Validation of a Machine Learning Model for Predicting Response to anti-VEGF Treatment in Patients with neovascular AMD
Investigative Ophthalmology & Visual Science·2020· 1 citedOpen Access
Machine Learning to Predict Diabetic Retinopathy Improvement in Mild NPDR Patients From EUROCONDOR and C-Tracer Using Systemic and Retinal Imaging Features
Investigative Ophthalmology & Visual Science·2020Open Access
Diagnostic accuracy of a machine-learning algorithm to detect and classify choroidal neovascularization based on SD-OCT in neovascular age-related macular degeneration (nAMD)
Investigative Ophthalmology & Visual Science·2020· 1 citedOpen Access
Deep learning algorithm predicts diabetic retinopathy progression in individual patients
npj Digital Medicine·2019· 298 citedOpen Access
A machine learning approach to predict response to anti-VEGF treatment in patients with neovascular age-related macular degeneration using SD-OCT
Investigative Ophthalmology & Visual Science·2019· 3 citedOpen Access
Deep learning algorithm to predict diabetic retinopathy (DR) progression on the individual patient level
Investigative Ophthalmology & Visual Science·2019Open Access
Deep learning algorithm for patient-level prediction of diabetic retinopathy (DR) response to vascular endothelial growth factor (VEGF) inhibition
Investigative Ophthalmology & Visual Science·2019· 2 citedOpen Access
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Frequent Co-authors

Andreas Maunz(12), Pascal Fua(12), Laurent D. Cohen(11), Filippo Arcadu(7), Engin Türetken(7), Marco Prunotto(6), Germán González(6), Ludovico Fusco(5), Kevin Smith(5), Olivier Pertz(5), Thomas Albrecht(5), Jeffrey R. Willis(4), Zdenka Hašková(4), Annie Moisan(4), Régine Gérard(4), Blandine Avignon(4), François Fleuret(4), Jayashree Sahni(4), Guillaume Carlier(3), Gabriel Peyré(3)