Jean-Luc Guérin

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 · 83 citations · Full text

Computing, Computer Science, Visualization +13

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

Romuald Carette, Mahmoud Elbattah, Federica Cilia et al. · 2019 · 76 citations

Medicine, Behavioral Sciences, Psychology +15

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

Computing, Computer Science, Computer Vision +14

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 · 53 citations · Full text

Computing, Computer Science, Neuroscience +17

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

Romuald Carette, Mahmoud Elbattah, Gilles Dequen et al. · 2018 · 50 citations

Medicine, Human Development, Visualization +15