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Jean-Luc Guérin

Computer-Aided Screening of Autism Spectrum Disorder: Eye-Tracking Study Using Data Visualization and Deep Learning
2021 · Federica Cilia, Romuald Carette, et al. · JMIR Human Factors · 99
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Learning to Predict Autism Spectrum Disorder based on the Visual Patterns of Eye-tracking Scanpaths
2019 · Romuald Carette, Mahmoud Elbattah, et al. · International Joint Conference on Biomedical Engineering Systems and Technologies (BIOSTEC) · 92
Variational Autoencoder for Image-Based Augmentation of Eye-Tracking Data
2021 · Mahmoud Elbattah, Colm Loughnane, et al. · Journal of Imaging · 69
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Learning Clusters in Autism Spectrum Disorder: Image-Based Clustering of Eye-Tracking Scanpaths with Deep Autoencoder
2019 · Mahmoud Elbattah, Romuald Carette, et al. · Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC) · 61
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Automatic Autism Spectrum Disorder Detection Thanks to Eye-Tracking and Neural Network-Based Approach
2018 · Romuald Carette, Federica Cilia, et al. · Lecture notes of the Institute for Computer Sciences, Social Informatics and Telecommunications Engineering · 58
Visualization of Eye-Tracking Patterns in Autism Spectrum Disorder: Method and Dataset
2018 · Romuald Carette, Mahmoud Elbattah, et al. · International Conference on Digital Information Management · 56
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Heatmaps for Visual Explainability of CNN-Based Predictions for Multivariate Time Series with Application to Healthcare
2020 · Fabien Viton, Mahmoud Elbattah, et al. · IEEE International Conference on Healthcare Informatics (ICHI) · 42
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NLP-Based Approach to Detect Autism Spectrum Disorder in Saccadic Eye Movement
2020 · Mahmoud Elbattah, Jean-Luc Guerin, et al. · IEEE Symposium Series on Computational Intelligence (SSCI) · 31
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Vision-based Approach for Autism Diagnosis using Transfer Learning and Eye-tracking
2022 · Mahmoud Elbattah, Jean-Luc Guérin, et al. · International Joint Conference on Biomedical Engineering Systems and Technologies (BIOSTEC) · 28
Eye-tracking Dataset to Support the Research on Autism Spectrum Disorder
2022 · Federica Cilia, Romuald Carette, et al. · 28
Applications of machine learning methods to assist the diagnosis of autism spectrum disorder
2023 · Mahmoud Elbattah, Romuald Carette, et al. · Elsevier eBooks · 17
Multi-channel ConvNet Approach to Predict the Risk of in-Hospital Mortality for ICU Patients
2020 · Fabien Viton, Mahmoud Elbattah, et al. · International Conference on Deep Learning Theory and Applications (DeLTA) · 8
Eye-Tracking Dataset to Support the Research on Autism Spectrum Disorder
2022 · Cilia, Federica, Carette, Romuald, et al. · Figshare · 5
Generative Modeling of Synthetic Eye-tracking Data: NLP-based Approach with Recurrent Neural Networks
2020 · Mahmoud Elbattah, Jean-Luc Guérin, et al. · International Joint Conference on Computational Intelligence · 4
Proportional representation to increase data utility in k-anonymous tables
2021 · Fabien Viton, Clemence Mauger, et al. · IEEE Symposium on Computers and Communications (ISCC) · 2
From a set of technical documents to a hypertext system on the Web.
1996 · Yannick Marchand, Jean-Luc Guérin, et al. · WebNet · 2
List of contributors
2023 · Sara A. Abdulla, Usama I. Abdulrazak, et al. · Elsevier eBooks
A Hopfield's model to find implicit links in hypertexts
2002 · Y. Marchand, J.-L. Guerin, et al. · IEEE International Conference on Neural Networks/IEEE ... International Conference on Neural Networks
Programmation Logique et Objets sans variables par le dessin.
1989 · Jean-Luc Guérin, Paul Y. Gloess · SPLT
Works count: 19
Citation count: 602
H-index: 11
I10-index: 11
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