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Mostafa El Habib Daho
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2020 – today
- 2024
- [j12]Mostafa El Habib Daho
, Yihao Li, Rachid Zeghlache
DISCOVER: 2-D multiview summarization of Optical Coherence Tomography Angiography for automatic diabetic retinopathy diagnosis. Artif. Intell. Medicine 149: 102803 (2024) - [j11]Yihao Li, Mostafa El Habib Daho
A review of deep learning-based information fusion techniques for multimodal medical image classification. Comput. Biol. Medicine 177: 108635 (2024) - [j10]Bo Qian, Hao Chen, Xiangning Wang, Zhouyu Guan
DRAC 2022: A public benchmark for diabetic retinopathy analysis on ultra-wide optical coherence tomography angiography images. Patterns 5(3): 100929 (2024) - [c14]Philippe Zhang, Yihao Li, Jing Zhang, Weili Jiang, Pierre-Henri Conze, Mathieu Lamard, Gwenolé Quellec, Mostafa El Habib Daho
Detection and Classification of Glaucoma in the Justraigs Challenge: Achievements in Binary and Multilabel Classification. ISBI 2024: 1-4 - [c13]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:
LaTiM: Longitudinal Representation Learning in Continuous-Time Models to Predict Disease Progression. MICCAI (5) 2024: 404-414 - [i13]Yihao Li, Philippe Zhang, Yubo Tan, Jing Zhang, Zhihan Wang, Weili Jiang, Pierre-Henri Conze, Mathieu Lamard, Gwenolé Quellec
Automated Detection of Myopic Maculopathy in MMAC 2023: Achievements in Classification, Segmentation, and Spherical Equivalent Prediction. CoRR abs/2401.03615 (2024) - [i12]Mostafa El Habib Daho
DISCOVER: 2-D Multiview Summarization of Optical Coherence Tomography Angiography for Automatic Diabetic Retinopathy Diagnosis. CoRR abs/2401.05137 (2024) - [i11]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:
L-MAE: Longitudinal masked auto-encoder with time and severity-aware encoding for diabetic retinopathy progression prediction. CoRR abs/2403.16272 (2024) - [i10]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:
LaTiM: Longitudinal representation learning in continuous-time models to predict disease progression. CoRR abs/2404.07091 (2024) - [i9]Yihao Li, Mostafa El Habib Daho
A review of deep learning-based information fusion techniques for multimodal medical image classification. CoRR abs/2404.15022 (2024) - [i8]Philippe Zhang, Pierre-Henri Conze, Mathieu Lamard, Gwenolé Quellec, Mostafa El Habib Daho:
Deep Learning-Based Detection of Referable Diabetic Retinopathy and Macular Edema Using Ultra-Widefield Fundus Imaging. CoRR abs/2409.12854 (2024) - 2023
- [j9]Amel Laidi, Mohammed Ammar, Mostafa El Habib Daho
Toward an automatic detection of cardiac structures in short and long axis views. Biomed. Signal Process. Control. 79(Part): 104187 (2023) - [c12]Yihao Li, Philippe Zhang, Yubo Tan, Jing Zhang, Zhihan Wang, Weili Jiang, Pierre-Henri Conze, Mathieu Lamard, Gwenolé Quellec, Mostafa El Habib Daho
Automated Detection of Myopic Maculopathy in MMAC 2023: Achievements in Classification, Segmentation, and Spherical Equivalent Prediction. MMAC@MICCAI 2023: 1-17 - [c11]Rachid Zeghlache
Longitudinal Self-supervised Learning Using Neural Ordinary Differential Equation. PRIME@MICCAI 2023: 1-13 - [c10]Mostafa El Habib Daho
Improved Automatic Diabetic Retinopathy Severity Classification Using Deep Multimodal Fusion of UWF-CFP and OCTA Images. OMIA@MICCAI 2023: 11-20 - [c9]Rachid Zeghlache
LMT: Longitudinal Mixing Training, a Framework to Predict Disease Progression from a Single Image. MLMI@MICCAI (2) 2023: 22-32 - [i7]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
DRAC: Diabetic Retinopathy Analysis Challenge with Ultra-Wide Optical Coherence Tomography Angiography Images. CoRR abs/2304.02389 (2023) - [i6]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:
Improved Automatic Diabetic Retinopathy Severity Classification Using Deep Multimodal Fusion of UWF-CFP and OCTA Images. CoRR abs/2310.01912 (2023) - [i5]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:
LMT: Longitudinal Mixing Training, a Framework to Predict Disease Progression from a Single Image. CoRR abs/2310.10420 (2023) - [i4]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:
Longitudinal Self-supervised Learning Using Neural Ordinary Differential Equation. CoRR abs/2310.10431 (2023) - 2022
- [j8]Lamia Fatma Houbaba Chaouche Ramdane
Multiple classifier system for remotely sensed data clustering. IET Image Process. 16(1): 252-260 (2022) - [j7]Mohammed Ammar, Mostafa El Habib Daho
Feature Extraction using CNN for Peripheral Blood Cells Recognition. EAI Endorsed Trans. Scalable Inf. Syst. 9(34): e12 (2022) - [j6]Amel Laidi, Mohammed Ammar, Mostafa El Habib Daho
GAN Data Augmentation for Improved Automated Atherosclerosis Screening from Coronary CT Angiography. EAI Endorsed Trans. Scalable Inf. Syst. 10(1): e4 (2022) - [c8]Rachid Zeghlache
Detection of Diabetic Retinopathy Using Longitudinal. OMIA@MICCAI 2022: 43-52 - [c7]Yihao Li, Mostafa El Habib Daho
Multimodal Information Fusion for Glaucoma and Diabetic Retinopathy Classification. OMIA@MICCAI 2022: 53-62 - [c6]Yihao Li, Rachid Zeghlache
Segmentation, Classification, and Quality Assessment of UW-OCTA Images for the Diagnosis of Diabetic Retinopathy. MIDOG/DRAC@MICCAI 2022: 146-160 - [i3]Rachid Zeghlache, Pierre-Henri Conze, Mostafa El Habib Daho
Detection of diabetic retinopathy using longitudinal self-supervised learning. CoRR abs/2209.00915 (2022) - [i2]Yihao Li, Mostafa El Habib Daho
Multimodal Information Fusion for Glaucoma and DR Classification. CoRR abs/2209.00979 (2022) - [i1]Yihao Li, Rachid Zeghlache, Ikram Brahim, Hui Xu, Yubo Tan, Pierre-Henri Conze, Mathieu Lamard, Gwenolé Quellec, Mostafa El Habib Daho
Segmentation, Classification, and Quality Assessment of UW-OCTA Images for the Diagnosis of Diabetic Retinopathy. CoRR abs/2211.11509 (2022) - 2021
- [j5]Mostafa El Habib Daho
A new correlation-based approach for ensemble selection in random forests. Int. J. Intell. Comput. Cybern. 14(2): 251-268 (2021) - [j4]Ilyas Lahsaini, Mostafa El Habib Daho
Deep transfer learning based classification model for covid-19 using chest CT-scans. Pattern Recognit. Lett. 152: 122-128 (2021) - 2020
- [j3]Nesma Settouti
An instance and variable selection approach in pixel-based classification for automatic white blood cells segmentation. Pattern Anal. Appl. 23(4): 1709-1726 (2020) - [c5]Romaissa Debeche, Mostafa El Habib Daho
Epileptic Seizure Detection from EEG Signal Using the Imbalanced Data Techniques. CSA 2020: 301-312
2010 – 2019
- 2019
- [j2]Nesma Settouti
Semi-Supervised learning with Collaborative Bagged Multi-label K-Nearest-Neighbors. Open Comput. Sci. 9(1): 226-242 (2019) - 2018
- [c4]Meryem Saidi, Mostafa El Habib Daho, Nesma Settouti, Mohammed El Amine Bechar:
Comparaison of Ensemble Cost Sensitive Algorithms: Application to Credit Scoring Prediction. ICAASE 2018: 56-61 - [c3]Mohammed El Amine Bechar, Nesma Settouti, Mostafa El Habib Daho
Semi-supervised Super-pixels classification for White Blood Cells segmentation. PAIS 2018: 1-8 - 2017
- [j1]Nesma Settouti, Mostafa El Habib Daho
Using conditional inference forest to identify variable importance. Int. J. Bioinform. Res. Appl. 13(2): 95-108 (2017) - 2014
- [c2]Mostafa El Habib Daho
Weighted vote for trees aggregation in Random Forest. ICMCS 2014: 438-443 - [c1]Mohammed El Amine Lazouni, Nesma Settouti
Automatic detection of difficult tracheal intubation. ICMCS 2014: 453-458 - 2013
- [p1]Mohammed El Amine Lazouni, Mostafa El Habib Daho
Machine Learning Tool for Automatic ASA Detection. Modeling Approaches and Algorithms for Advanced Computer Applications 2013: 9-16
Coauthor Index
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