Mostafa El Habib Daho

According to our database, Mostafa El Habib Daho authored at least 32 papers between 2013 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2024

DRAC 2022: A public benchmark for diabetic retinopathy analysis on ultra-wide optical coherence tomography angiography images.

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

Patterns, March, 2024

Deep Learning-Based Detection of Referable Diabetic Retinopathy and Macular Edema Using Ultra-Widefield Fundus Imaging.

Philippe Zhang, Pierre-Henri Conze, Mathieu Lamard, Gwenolé Quellec, Mostafa El Habib Daho

CoRR, 2024

L-MAE: Longitudinal masked auto-encoder with time and severity-aware encoding for diabetic retinopathy progression prediction.

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

CoRR, 2024

A review of deep learning-based information fusion techniques for multimodal medical image classification.

Yihao Li, Mostafa El Habib Daho, Pierre-Henri Conze, Rachid Zeghlache, Hugo Le Boité, Ramin Tadayoni, Béatrice Cochener, Mathieu Lamard, Gwenolé Quellec

Comput. Biol. Medicine, 2024

DISCOVER: 2-D multiview summarization of Optical Coherence Tomography Angiography for automatic diabetic retinopathy diagnosis.

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

Artif. Intell. Medicine, 2024

LaTiM: Longitudinal Representation Learning in Continuous-Time Models to Predict Disease Progression.

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

Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2024, 2024

Detection and Classification of Glaucoma in the Justraigs Challenge: Achievements in Binary and Multilabel Classification.

Philippe Zhang, Yihao Li, Jing Zhang, Weili Jiang, Pierre-Henri Conze, Mathieu Lamard, Gwenolé Quellec, Mostafa El Habib Daho

Proceedings of the IEEE International Symposium on Biomedical Imaging, 2024

2023

DRAC: Diabetic Retinopathy Analysis Challenge with Ultra-Wide Optical Coherence Tomography Angiography Images.

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

CoRR, 2023

Toward an automatic detection of cardiac structures in short and long axis views.

Amel Laidi, Mohammed Ammar, Mostafa El Habib Daho, Saïd Mahmoudi

Biomed. Signal Process. Control., 2023

LMT: Longitudinal Mixing Training, a Framework to Predict Disease Progression from a Single Image.

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

Proceedings of the Machine Learning in Medical Imaging - 14th International Workshop, 2023

Longitudinal Self-supervised Learning Using Neural Ordinary Differential Equation.

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

Proceedings of the Predictive Intelligence in Medicine - 6th International Workshop, 2023

Automated Detection of Myopic Maculopathy in MMAC 2023: Achievements in Classification, Segmentation, and Spherical Equivalent Prediction.

Yihao Li, Philippe Zhang, Yubo Tan, Jing Zhang, Zhihan Wang, Weili Jiang, Pierre-Henri Conze, Mathieu Lamard, Gwenolé Quellec, Mostafa El Habib Daho

Proceedings of the Myopic Maculopathy Analysis, 2023

Improved Automatic Diabetic Retinopathy Severity Classification Using Deep Multimodal Fusion of UWF-CFP and OCTA Images.

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

Proceedings of the Ophthalmic Medical Image Analysis - 10th International Workshop, 2023

2022

GAN Data Augmentation for Improved Automated Atherosclerosis Screening from Coronary CT Angiography.

Amel Laidi, Mohammed Ammar, Mostafa El Habib Daho, Saïd Mahmoudi

EAI Endorsed Trans. Scalable Inf. Syst., 2022

Feature Extraction using CNN for Peripheral Blood Cells Recognition.

Mohammed Ammar, Mostafa El Habib Daho, Khaled Harrar, Amel Laidi

EAI Endorsed Trans. Scalable Inf. Syst., 2022

Multiple classifier system for remotely sensed data clustering.

Lamia Fatma Houbaba Chaouche Ramdane, Habib Mahi, Mostafa El Habib Daho, Mohammed El Amine Lazouni

IET Image Process., 2022

Multimodal Information Fusion for Glaucoma and DR Classification.

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

CoRR, 2022

Detection of diabetic retinopathy using longitudinal self-supervised learning.

Rachid Zeghlache, Pierre-Henri Conze, Mostafa El Habib Daho, Ramin Tadayoni, Pascale Massin, Béatrice Cochener, Gwenolé Quellec, Mathieu Lamard

CoRR, 2022

Detection of Diabetic Retinopathy Using Longitudinal.

Rachid Zeghlache, Pierre-Henri Conze, Mostafa El Habib Daho, Ramin Tadayoni, Pascale Massin, Béatrice Cochener, Gwenolé Quellec, Mathieu Lamard

Proceedings of the Ophthalmic Medical Image Analysis - 9th International Workshop, 2022

Segmentation, Classification, and Quality Assessment of UW-OCTA Images for the Diagnosis of Diabetic Retinopathy.

Yihao Li, Rachid Zeghlache, Ikram Brahim, Hui Xu, Yubo Tan, Pierre-Henri Conze, Mathieu Lamard, Gwenolé Quellec, Mostafa El Habib Daho

Proceedings of the Mitosis Domain Generalization and Diabetic Retinopathy Analysis, 2022

Multimodal Information Fusion for Glaucoma and Diabetic Retinopathy Classification.

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

Proceedings of the Ophthalmic Medical Image Analysis - 9th International Workshop, 2022

2021

Deep transfer learning based classification model for covid-19 using chest CT-scans.

Ilyas Lahsaini, Mostafa El Habib Daho, Mohamed Amine Chikh

Pattern Recognit. Lett., 2021

A new correlation-based approach for ensemble selection in random forests.

Mostafa El Habib Daho, Nesma Settouti, Mohammed El Amine Bechar, Amina Boublenza, Mohammed Amine Chikh

Int. J. Intell. Comput. Cybern., 2021

2020

An instance and variable selection approach in pixel-based classification for automatic white blood cells segmentation.

Nesma Settouti, Meryem Saidi, Mohammed El Amine Bechar, Mostafa El Habib Daho, Mohammed Amine Chikh

Pattern Anal. Appl., 2020

Epileptic Seizure Detection from EEG Signal Using the Imbalanced Data Techniques.

Romaissa Debeche, Mostafa El Habib Daho, Mohammed Amine Chikh

Proceedings of the Advances in Computing Systems and Applications, 2020

2019

Semi-Supervised learning with Collaborative Bagged Multi-label K-Nearest-Neighbors.

Nesma Settouti, Khalida Douibi, Mohammed El Amine Bechar, Mostafa El Habib Daho, Meryem Saidi

Open Comput. Sci., 2019

2018

Semi-supervised Super-pixels classification for White Blood Cells segmentation.

Mohammed El Amine Bechar, Nesma Settouti, Mostafa El Habib Daho, Mohammed Amine Chikh

Proceedings of the 2018 3rd International Conference on Pattern Analysis and Intelligent Systems (PAIS), 2018

Comparaison of Ensemble Cost Sensitive Algorithms: Application to Credit Scoring Prediction.

Meryem Saidi, Mostafa El Habib Daho, Nesma Settouti, Mohammed El Amine Bechar

Proceedings of the 3rd International Conference on Advanced Aspects of Software Engineering, 2018

2017

Using conditional inference forest to identify variable importance.

Nesma Settouti, Mostafa El Habib Daho, Mohammed Amine Chikh

Int. J. Bioinform. Res. Appl., 2017

2014

Automatic detection of difficult tracheal intubation.

Mohammed El Amine Lazouni, Nesma Settouti, Mostafa El Habib Daho, Saïd Mahmoudi, Mohammed Amine Chikh

Proceedings of the 4th International Conference on Multimedia Computing and Systems, 2014

Weighted vote for trees aggregation in Random Forest.

Mostafa El Habib Daho, Nesma Settouti, Mohammed El Amine Lazouni, Mohammed Amine Chikh

Proceedings of the 4th International Conference on Multimedia Computing and Systems, 2014

2013

Machine Learning Tool for Automatic ASA Detection.

Mohammed El Amine Lazouni, Mostafa El Habib Daho, Nesma Settouti, Mohammed Amine Chikh, Saïd Mahmoudi

Proceedings of the Modeling Approaches and Algorithms for Advanced Computer Applications, 2013