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Mostafa El Habib Daho
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2020 – today
- 2024
- [j12]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
:
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
, Pierre-Henri Conze
, Rachid Zeghlache, Hugo Le Boité
, Ramin Tadayoni, Béatrice Cochener, Mathieu Lamard, Gwenolé Quellec
:
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, 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:
DRAC 2022: A public benchmark for diabetic retinopathy analysis on ultra-wide optical coherence tomography angiography images. Patterns 5(3): 100929 (2024) - [i12]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. CoRR abs/2401.03615 (2024) - [i11]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:
DISCOVER: 2-D Multiview Summarization of Optical Coherence Tomography Angiography for Automatic Diabetic Retinopathy Diagnosis. CoRR abs/2401.05137 (2024) - [i10]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) - [i9]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) - [i8]Yihao Li, Mostafa El Habib Daho, Pierre-Henri Conze, Rachid Zeghlache, Hugo Le Boité, Ramin Tadayoni, Béatrice Cochener, Mathieu Lamard, Gwenolé Quellec:
A review of deep learning-based information fusion techniques for multimodal medical image classification. CoRR abs/2404.15022 (2024) - 2023
- [j9]Amel Laidi, Mohammed Ammar, Mostafa El Habib Daho
, Saïd Mahmoudi
:
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
, 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. PRIME@MICCAI 2023: 1-13 - [c10]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. OMIA@MICCAI 2023: 11-20 - [c9]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. 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
, Qiang Wu, Ping Zhang, Xiaokang Yang, Yiyu Cai, Weiping Jia, Huating Li, Bin Sheng:
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
, Habib Mahi, Mostafa El Habib Daho
, Mohammed El Amine Lazouni:
Multiple classifier system for remotely sensed data clustering. IET Image Process. 16(1): 252-260 (2022) - [j7]Mohammed Ammar, Mostafa El Habib Daho
, Khaled Harrar
, Amel Laidi:
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
, Saïd Mahmoudi:
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
, Pierre-Henri Conze, Mostafa El Habib Daho
, Ramin Tadayoni, Pascale Massin, Béatrice Cochener, Gwenolé Quellec
, Mathieu Lamard:
Detection of Diabetic Retinopathy Using Longitudinal. OMIA@MICCAI 2022: 43-52 - [c7]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
:
Multimodal Information Fusion for Glaucoma and Diabetic Retinopathy Classification. OMIA@MICCAI 2022: 53-62 - [c6]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. MIDOG/DRAC@MICCAI 2022: 146-160 - [i3]Rachid Zeghlache, Pierre-Henri Conze, Mostafa El Habib Daho
, Ramin Tadayoni, Pascale Massin, Béatrice Cochener, Gwenolé Quellec
, Mathieu Lamard:
Detection of diabetic retinopathy using longitudinal self-supervised learning. CoRR abs/2209.00915 (2022) - [i2]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:
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
, Nesma Settouti, Mohammed El Amine Bechar
, Amina Boublenza, Mohammed Amine Chikh:
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
, Mohamed Amine Chikh:
Deep transfer learning based classification model for covid-19 using chest CT-scans. Pattern Recognit. Lett. 152: 122-128 (2021) - 2020
- [j3]Nesma Settouti
, Meryem Saidi, Mohammed El Amine Bechar, Mostafa El Habib Daho
, Mohammed Amine Chikh:
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
, Mohammed Amine Chikh:
Epileptic Seizure Detection from EEG Signal Using the Imbalanced Data Techniques. CSA 2020: 301-312
2010 – 2019
- 2019
- [j2]Nesma Settouti
, Khalida Douibi
, Mohammed El Amine Bechar, Mostafa El Habib Daho
, Meryem Saidi:
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
, Mohammed Amine Chikh:
Semi-supervised Super-pixels classification for White Blood Cells segmentation. PAIS 2018: 1-8 - 2017
- [j1]Nesma Settouti, Mostafa El Habib Daho
, Mohammed Amine Chikh:
Using conditional inference forest to identify variable importance. Int. J. Bioinform. Res. Appl. 13(2): 95-108 (2017) - 2014
- [c2]Mostafa El Habib Daho
, Nesma Settouti
, Mohammed El Amine Lazouni, Mohammed Amine Chikh:
Weighted vote for trees aggregation in Random Forest. ICMCS 2014: 438-443 - [c1]Mohammed El Amine Lazouni, Nesma Settouti
, Mostafa El Habib Daho
, Saïd Mahmoudi
, Mohammed Amine Chikh:
Automatic detection of difficult tracheal intubation. ICMCS 2014: 453-458 - 2013
- [p1]Mohammed El Amine Lazouni, Mostafa El Habib Daho
, Nesma Settouti
, Mohammed Amine Chikh, Saïd Mahmoudi
:
Machine Learning Tool for Automatic ASA Detection. Modeling Approaches and Algorithms for Advanced Computer Applications 2013: 9-16
Coauthor Index
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last updated on 2024-08-05 20:23 CEST by the dblp team
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