Concepedia

Mahmoud Elbattah

ME

19

Publications

592

Citations

15

H-Index

2015

Active since

Affiliations

Université de Picardie Jules Verne(Current)

Modélisation, information et systèmes

Centre de recherche en psychologie : cognition, psychisme et organisations

Centre Hospitalier Universitaire Amiens-Picardie

Ollscoil na Gaillimhe – University of Galway

Mahmoud Elbattah is an author at Université de Picardie Jules Verne specializing in engineering, data science, and machine learning.

Top concepts

EngineeringData ScienceMachine LearningHealth InformaticsEye TrackingDeep LearningPattern RecognitionMedical Image ComputingAutismOphthalmology

Publications per year

2015–2022

19

Publications

19

Learning to Predict Autism Spectrum Disorder based on the Visual Patterns of Eye-tracking Scanpaths

Romuald Carette, Mahmoud Elbattah, Federica Cilia et al. · 2019 · 68 citations

Computer-Aided Screening of Autism Spectrum Disorder: Eye-Tracking Study Using Data Visualization and Deep Learning

Federica Cilia, Romuald Carette, Mahmoud Elbattah et al. · JMIR Human Factors · 2021 · 68 citations · Full text

Variational Autoencoder for Image-Based Augmentation of Eye-Tracking Data

Mahmoud Elbattah, Colm Loughnane, Jean-Luc Guérin et al. · Journal of Imaging · 2021 · 64 citations · Full text

Engineering, Machine Learning, Autoencoders +17

Learning Clusters in Autism Spectrum Disorder: Image-Based Clustering of Eye-Tracking Scanpaths with Deep Autoencoder

Mahmoud Elbattah, Romuald Carette, Gilles Dequen et al. · 2019 · 49 citations · Full text

Geometric Learning, Engineering, Machine Learning +20

Visualization of Eye-Tracking Patterns in Autism Spectrum Disorder: Method and Dataset

Romuald Carette, Mahmoud Elbattah, Gilles Dequen et al. · 2018 · 45 citations

Engineering, Machine Learning, Data Visualization +16

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