Mostafa El Habib Daho

48 papers Journal 31Unranked 15
YearRankTypeTitle / Venue / Authors
2026 J jnl
Automated multimodal severity assessment of diabetic retinopathy using ultra-widefield color fundus photography and clinical tabular data.
Biomed. Signal Process. Control.
Alireza Rezaei, Sarah Matta, Rachid Zeghlache, Pierre-Henri Conze, Capucine Lepicard, Pierre Deman, Laurent Borderie, Deborah Cosette, Sophie Bonnin, Aude Couturier, Béatrice Cochener, Mathieu Lamard, Mostafa El Habib Daho, Gwenolé Quellec
2026 J jnl
CornOrb: A Multimodal Dataset of Orbscan Corneal Topography and Clinical Annotations for Keratoconus Detection.
CoRR
Mohammed El Amine Lazouni, Leila Ryma Lazouni, Elaouaber Zineb Aziza, Mohammed Ammar, Sofiane Zehar, Mohammed Youcef Bouayad Agha, Ahmed Lazouni, Amel Feroui, Ali H. Al-Timemy, Siamak Yousefi, Mostafa El Habib Daho
2026 J jnl
JustRAIGS: Justified Referral in AI Glaucoma Screening Challenge.
IEEE Trans. Medical Imaging
Yeganeh Madadi, Hina Raja, Koenraad A. Vermeer, Hans G. Lemij, Xiaoqin Huang, Eunjin Kim, Seunghoon Lee, Gitaek Kwon, Hyunwoo Kim, Jaeyoung Kim, Adrian Galdran, Miguel Ángel González Ballester, Dan Presil, Kristhian Aguilar, Victor Cavalcante, Celso B. Carvalho, Waldir Sabino da Silva Júnior, Mateus Oliveira, Hui Lin, Charilaos Apostolidis, Aggelos K. Katsaggelos, Tomasz Kubrak, Ángela Casado-García, Jónathan Heras, Marcos Ortega, Lucía Ramos, Philippe Zhang, Yihao Li, Jing Zhang, Weili Jiang, Pierre-Henri Conze, Mathieu Lamard, Gwenolé Quellec, Mostafa El Habib Daho, Madukuri Shaurya, Anumeha Varma, Monika Agrawal, Siamak Yousefi
2026 J jnl
Stain-Standardized Deep Learning Framework for Robust Leukocyte Segmentation Across Heterogeneous Cytological Datasets.
Inf.
Leila Ryma Lazouni, Mourtada Benazzouz, Fethallah Hadjila, Mohammed El Amine Lazouni, Mostafa El Habib Daho
2025 J jnl
Deep Learning for Retinal Degeneration Assessment: A Comprehensive Analysis of the MARIO AMD Progression Challenge.
CoRR
Rachid Zeghlache, Ikram Brahim, Pierre-Henri Conze, Mathieu Lamard, Mohammed El Amine Lazouni, Elaouaber Zineb Aziza, Leila Ryma Lazouni, Christopher Nielsen, Ahmad O. Ahsan, Matthias Wilms, Nils D. Forkert, Lovre Antonio Budimir, Ivana Zadro Matovinovic, Donik Vrsnak, Sven Loncaric, Philippe Zhang, Weili Jiang, Yihao Li, Yiding Hao, Markus Frohmann, Patrick Binder, Marcel Huber, Taha Emre, Teresa Araújo, Marzieh Oghbaie, Hrvoje Bogunovic, Amerens A. Bekkers, Nina M. van Liebergen, Hugo J. Kuijf, Abdul Qayyum, Moona Mazher, Steven A. Niederer, Alberto J. Beltrán-Carrero, Juan J. Gómez-Valverde, Javier Torresano-Rodríguez, Álvaro Caballero-Sastre, María J. Ledesma-Carbayo, Yosuke Yamagishi, Yi Ding, Robin Peretzke, Alexandra Ertl, Maximilian Fischer, Jessica Kächele, Sofiane Zehar, Karim Boukli Hacene, Thomas Monfort, Béatrice Cochener, Mostafa El Habib Daho, Anas-Alexis Benyoussef, Gwenolé Quellec
2025 — ed.
Image-Based Prediction of Retinal Disease Progression - MICCAI Challenges, DIAMOND 2024 and MARIO 2024, Held in Conjunction with MICCAI 2024, Marrakesh, Morocco, October 10, 2024, Proceedings
DIAMOND/MARIO@MICCAI
Gwenolé Quellec, Mostafa El Habib Daho, Rachid Zeghlache
2025 J jnl
L-MAE: Longitudinal masked auto-encoder with time and severity-aware encoding for diabetic retinopathy progression prediction.
Comput. Biol. Medicine
Rachid Zeghlache, Pierre-Henri Conze, Mostafa El Habib Daho, Yihao Li, Alireza Rezaei, Hugo Le Boité, Ramin Tadayoni, Pascale Massin, Béatrice Cochener, Ikram Brahim, Gwenolé Quellec, Mathieu Lamard
2024 J jnl
A review of deep learning-based information fusion techniques for multimodal medical image classification.
Comput. Biol. Medicine
Yihao Li, Mostafa El Habib Daho, Pierre-Henri Conze, Rachid Zeghlache, Hugo Le Boité, Ramin Tadayoni, Béatrice Cochener, Mathieu Lamard, Gwenolé Quellec
2024 J jnl
A review of deep learning-based information fusion techniques for multimodal medical image classification.
CoRR
Yihao Li, Mostafa El Habib Daho, Pierre-Henri Conze, Rachid Zeghlache, Hugo Le Boité, Ramin Tadayoni, Béatrice Cochener, Mathieu Lamard, Gwenolé Quellec
2024 J jnl
Automated Detection of Myopic Maculopathy in MMAC 2023: Achievements in Classification, Segmentation, and Spherical Equivalent Prediction.
CoRR
Yihao Li, Philippe Zhang, Yubo Tan, Jing Zhang, Zhihan Wang, Weili Jiang, Pierre-Henri Conze, Mathieu Lamard, Gwenolé Quellec, Mostafa El Habib Daho
2024 J jnl
DISCOVER: 2-D Multiview Summarization of Optical Coherence Tomography Angiography for Automatic Diabetic Retinopathy Diagnosis.
CoRR
Mostafa El Habib Daho, Yihao Li, Rachid Zeghlache, Hugo Le Boité, Pierre Deman, Laurent Borderie, Hugang Ren, Niranchana Manivannan, Capucine Lepicard, Béatrice Cochener, Aude Couturier, Ramin Tadayoni, Pierre-Henri Conze, Mathieu Lamard, Gwenolé Quellec
2024 J jnl
DISCOVER: 2-D multiview summarization of Optical Coherence Tomography Angiography for automatic diabetic retinopathy diagnosis.
Artif. Intell. Medicine
Mostafa El Habib Daho, Yihao Li, Rachid Zeghlache, Hugo Le Boité, Pierre Deman, Laurent Borderie, Hugang Ren, Niranchana Manivannan, Capucine Lepicard, Béatrice Cochener, Aude Couturier, Ramin Tadayoni, Pierre-Henri Conze, Mathieu Lamard, Gwenolé Quellec
2024 J jnl
DRAC 2022: A public benchmark for diabetic retinopathy analysis on ultra-wide optical coherence tomography angiography images.
Patterns
Bo Qian, Hao Chen, Xiangning Wang, Zhouyu Guan, Tingyao Li, Yixiao Jin, Yilan Wu, Yang Wen, Haoxuan Che, Gitaek Kwon, Jaeyoung Kim, Sungjin Choi, Seoyoung Shin, Felix Krause, Markus Unterdechler, Junlin Hou, Rui Feng, Yihao Li, Mostafa El Habib Daho, Dawei Yang, Bin Sheng
2024 J jnl
Deep Learning-Based Detection of Referable Diabetic Retinopathy and Macular Edema Using Ultra-Widefield Fundus Imaging.
CoRR
Philippe Zhang, Pierre-Henri Conze, Mathieu Lamard, Gwenolé Quellec, Mostafa El Habib Daho
2024 — conf
Deep Learning-Based Detection of Referable Diabetic Retinopathy and Macular Edema Using Ultra-widefield Fundus Imaging.
UWF4DR@MICCAI
Philippe Zhang, Pierre-Henri Conze, Mathieu Lamard, Béatrice Cochener, Gwenolé Quellec, Mostafa El Habib Daho
2024 — conf
Detection and Classification of Glaucoma in the Justraigs Challenge: Achievements in Binary and Multilabel Classification.
ISBI
Philippe Zhang, Yihao Li, Jing Zhang, Weili Jiang, Pierre-Henri Conze, Mathieu Lamard, Gwenolé Quellec, Mostafa El Habib Daho
2024 J jnl
L-MAE: Longitudinal masked auto-encoder with time and severity-aware encoding for diabetic retinopathy progression prediction.
CoRR
Rachid Zeghlache, Pierre-Henri Conze, Mostafa El Habib Daho, Yihao Li, Alireza Rezaei, Hugo Le Boité, Ramin Tadayoni, Pascale Massin, Béatrice Cochener, Ikram Brahim, Gwenolé Quellec, Mathieu Lamard
2024 — conf
LaTiM: Longitudinal Representation Learning in Continuous-Time Models to Predict Disease Progression.
MICCAI (5)
Rachid Zeghlache, Pierre-Henri Conze, Mostafa El Habib Daho, Yihao Li, Hugo Le Boité, Ramin Tadayoni, Pascale Massin, Béatrice Cochener, Alireza Rezaei, Ikram Brahim, Gwenolé Quellec, Mathieu Lamard
2024 J jnl
LaTiM: Longitudinal representation learning in continuous-time models to predict disease progression.
CoRR
Rachid Zeghlache, Pierre-Henri Conze, Mostafa El Habib Daho, Yihao Li, Hugo Le Boité, Ramin Tadayoni, Pascale Massin, Béatrice Cochener, Alireza Rezaei, Ikram Brahim, Gwenolé Quellec, Mathieu Lamard
2023 — conf
Automated Detection of Myopic Maculopathy in MMAC 2023: Achievements in Classification, Segmentation, and Spherical Equivalent Prediction.
MMAC@MICCAI
Yihao Li, Philippe Zhang, Yubo Tan, Jing Zhang, Zhihan Wang, Weili Jiang, Pierre-Henri Conze, Mathieu Lamard, Gwenolé Quellec, Mostafa El Habib Daho
2023 J jnl
DRAC: Diabetic Retinopathy Analysis Challenge with Ultra-Wide Optical Coherence Tomography Angiography Images.
CoRR
Bo Qian, Hao Chen, Xiangning Wang, Haoxuan Che, Gitaek Kwon, Jaeyoung Kim, Sungjin Choi, Seoyoung Shin, Felix Krause, Markus Unterdechler, Junlin Hou, Rui Feng, Yihao Li, Mostafa El Habib Daho, Qiang Wu, Ping Zhang, Xiaokang Yang, Yiyu Cai, Weiping Jia, Huating Li, Bin Sheng
2023 — conf
Improved Automatic Diabetic Retinopathy Severity Classification Using Deep Multimodal Fusion of UWF-CFP and OCTA Images.
OMIA@MICCAI
Mostafa El Habib Daho, Yihao Li, Rachid Zeghlache, Yapo Cedric Atse, Hugo Le Boité, Sophie Bonnin, Deborah Cosette, Pierre Deman, Laurent Borderie, Capucine Lepicard, Ramin Tadayoni, Béatrice Cochener, Pierre-Henri Conze, Mathieu Lamard, Gwenolé Quellec
2023 J jnl
Improved Automatic Diabetic Retinopathy Severity Classification Using Deep Multimodal Fusion of UWF-CFP and OCTA Images.
CoRR
Mostafa El Habib Daho, Yihao Li, Rachid Zeghlache, Yapo Cedric Atse, Hugo Le Boité, Sophie Bonnin, Deborah Cosette, Pierre Deman, Laurent Borderie, Capucine Lepicard, Ramin Tadayoni, Béatrice Cochener, Pierre-Henri Conze, Mathieu Lamard, Gwenolé Quellec
2023 — conf
LMT: Longitudinal Mixing Training, a Framework to Predict Disease Progression from a Single Image.
MLMI@MICCAI (2)
Rachid Zeghlache, Pierre-Henri Conze, Mostafa El Habib Daho, Yihao Li, Hugo Le Boité, Ramin Tadayoni, Pascale Massin, Béatrice Cochener, Ikram Brahim, Gwenolé Quellec, Mathieu Lamard
2023 J jnl
LMT: Longitudinal Mixing Training, a Framework to Predict Disease Progression from a Single Image.
CoRR
Rachid Zeghlache, Pierre-Henri Conze, Mostafa El Habib Daho, Yihao Li, Hugo Le Boité, Ramin Tadayoni, Pascale Massin, Béatrice Cochener, Ikram Brahim, Gwenolé Quellec, Mathieu Lamard
2023 — conf
Longitudinal Self-supervised Learning Using Neural Ordinary Differential Equation.
PRIME@MICCAI
Rachid Zeghlache, Pierre-Henri Conze, Mostafa El Habib Daho, Yihao Li, Hugo Le Boité, Ramin Tadayoni, Pascale Massin, Béatrice Cochener, Ikram Brahim, Gwenolé Quellec, Mathieu Lamard
2023 J jnl
Longitudinal Self-supervised Learning Using Neural Ordinary Differential Equation.
CoRR
Rachid Zeghlache, Pierre-Henri Conze, Mostafa El Habib Daho, Yihao Li, Hugo Le Boité, Ramin Tadayoni, Pascale Massin, Béatrice Cochener, Ikram Brahim, Gwenolé Quellec, Mathieu Lamard
2023 J jnl
Toward an automatic detection of cardiac structures in short and long axis views.
Biomed. Signal Process. Control.
Amel Laidi, Mohammed Ammar, Mostafa El Habib Daho, Saïd Mahmoudi
2022 — conf
Detection of Diabetic Retinopathy Using Longitudinal.
OMIA@MICCAI
Rachid Zeghlache, Pierre-Henri Conze, Mostafa El Habib Daho, Ramin Tadayoni, Pascale Massin, Béatrice Cochener, Gwenolé Quellec, Mathieu Lamard
2022 J jnl
Detection of diabetic retinopathy using longitudinal self-supervised learning.
CoRR
Rachid Zeghlache, Pierre-Henri Conze, Mostafa El Habib Daho, Ramin Tadayoni, Pascale Massin, Béatrice Cochener, Gwenolé Quellec, Mathieu Lamard
2022 J jnl
Feature Extraction using CNN for Peripheral Blood Cells Recognition.
EAI Endorsed Trans. Scalable Inf. Syst.
Mohammed Ammar, Mostafa El Habib Daho, Khaled Harrar, Amel Laidi
2022 J jnl
GAN Data Augmentation for Improved Automated Atherosclerosis Screening from Coronary CT Angiography.
EAI Endorsed Trans. Scalable Inf. Syst.
Amel Laidi, Mohammed Ammar, Mostafa El Habib Daho, Saïd Mahmoudi
2022 J jnl
Multimodal Information Fusion for Glaucoma and DR Classification.
CoRR
Yihao Li, Mostafa El Habib Daho, Pierre-Henri Conze, Hassan Al Hajj, Sophie Bonnin, Hugang Ren, Niranchana Manivannan, Stephanie Magazzeni, Ramin Tadayoni, Béatrice Cochener, Mathieu Lamard, Gwenolé Quellec
2022 — conf
Multimodal Information Fusion for Glaucoma and Diabetic Retinopathy Classification.
OMIA@MICCAI
Yihao Li, Mostafa El Habib Daho, Pierre-Henri Conze, Hassan Al Hajj, Sophie Bonnin, Hugang Ren, Niranchana Manivannan, Stephanie Magazzeni, Ramin Tadayoni, Béatrice Cochener, Mathieu Lamard, Gwenolé Quellec
2022 J jnl
Multiple classifier system for remotely sensed data clustering.
IET Image Process.
Lamia Fatma Houbaba Chaouche Ramdane, Habib Mahi, Mostafa El Habib Daho, Mohammed El Amine Lazouni
2022 — conf
Segmentation, Classification, and Quality Assessment of UW-OCTA Images for the Diagnosis of Diabetic Retinopathy.
MIDOG/DRAC@MICCAI
Yihao Li, Rachid Zeghlache, Ikram Brahim, Hui Xu, Yubo Tan, Pierre-Henri Conze, Mathieu Lamard, Gwenolé Quellec, Mostafa El Habib Daho
2022 J jnl
Segmentation, Classification, and Quality Assessment of UW-OCTA Images for the Diagnosis of Diabetic Retinopathy.
CoRR
Yihao Li, Rachid Zeghlache, Ikram Brahim, Hui Xu, Yubo Tan, Pierre-Henri Conze, Mathieu Lamard, Gwenolé Quellec, Mostafa El Habib Daho
2021 J jnl
A new correlation-based approach for ensemble selection in random forests.
Int. J. Intell. Comput. Cybern.
Mostafa El Habib Daho, Nesma Settouti, Mohammed El Amine Bechar, Amina Boublenza, Mohammed Amine Chikh
2021 J jnl
Deep transfer learning based classification model for covid-19 using chest CT-scans.
Pattern Recognit. Lett.
Ilyas Lahsaini, Mostafa El Habib Daho, Mohamed Amine Chikh
2020 J jnl
An instance and variable selection approach in pixel-based classification for automatic white blood cells segmentation.
Pattern Anal. Appl.
Nesma Settouti, Meryem Saidi, Mohammed El Amine Bechar, Mostafa El Habib Daho, Mohammed Amine Chikh
2020 — conf
Epileptic Seizure Detection from EEG Signal Using the Imbalanced Data Techniques.
CSA
Romaissa Debeche, Mostafa El Habib Daho, Mohammed Amine Chikh
2019 J jnl
Semi-Supervised learning with Collaborative Bagged Multi-label K-Nearest-Neighbors.
Open Comput. Sci.
Nesma Settouti, Khalida Douibi, Mohammed El Amine Bechar, Mostafa El Habib Daho, Meryem Saidi
2018 — conf
Comparaison of Ensemble Cost Sensitive Algorithms: Application to Credit Scoring Prediction.
ICAASE
Meryem Saidi, Mostafa El Habib Daho, Nesma Settouti, Mohammed El Amine Bechar
2018 — conf
Semi-supervised Super-pixels classification for White Blood Cells segmentation.
PAIS
Mohammed El Amine Bechar, Nesma Settouti, Mostafa El Habib Daho, Mohammed Amine Chikh
2017 J jnl
Using conditional inference forest to identify variable importance.
Int. J. Bioinform. Res. Appl.
Nesma Settouti, Mostafa El Habib Daho, Mohammed Amine Chikh
2014 — conf
Automatic detection of difficult tracheal intubation.
ICMCS
Mohammed El Amine Lazouni, Nesma Settouti, Mostafa El Habib Daho, Saïd Mahmoudi, Mohammed Amine Chikh
2014 — conf
Weighted vote for trees aggregation in Random Forest.
ICMCS
Mostafa El Habib Daho, Nesma Settouti, Mohammed El Amine Lazouni, Mohammed Amine Chikh
2013 — ch.
Machine Learning Tool for Automatic ASA Detection.
Modeling Approaches and Algorithms for Advanced Computer Applications
Mohammed El Amine Lazouni, Mostafa El Habib Daho, Nesma Settouti, Mohammed Amine Chikh, Saïd Mahmoudi