Mahmoud ELBATTAH
Université de Picardie Jules Verne
H-index: 14
Europe-France
Top articles of Mahmoud ELBATTAH
Title | Journal | Author(s) | Publication Date |
|---|---|---|---|
Explainable NLP Model for Predicting Patient Admissions at Emergency Department Using Triage Notes | Emilien Arnaud Mahmoud Elbattah Pedro A Moreno-Sánchez Gilles Dequen Daniel Aiham Ghazali | 2023/12/15 | |
Predictive models in emergency medicine and their missing data strategies: a systematic review | Emilien Arnaud Mahmoud Elbattah Christine Ammirati Gilles Dequen Daniel Aiham Ghazali | 2023/2/23 | |
Applications of machine learning methods to assist the diagnosis of autism spectrum disorder | Mahmoud Elbattah Romuald Carette Federica Cilia Jean-Luc Guérin Gilles Dequen | 2023/1/1 | |
Use of Artificial Intelligence to Manage Patient Flow in Emergency Department during the COVID-19 Pandemic: A Prospective, Single-Center Study | International Journal of Environmental Research and Public Health | Emilien Arnaud Mahmoud Elbattah Christine Ammirati Gilles Dequen Daniel Aiham Ghazali | 2022/8 |
Eye-Tracking Dataset to Support the Research on Autism Spectrum Disorder | Federica Cilia Romuald Carette Mahmoud Elbattah Jean-Luc Guérin Gilles Dequen | 2022/10/5 | |
Vision-based Approach for Autism Diagnosis using Transfer Learning and Eye-tracking | Mahmoud Elbattah Jean-Luc Guérin Romuald Carette Federica Cilia Gilles Dequen | 2022/2/9 | |
Learning Embeddings from Free-text Triage Notes using Pretrained Transformer Models | Émilien Arnaud Mahmoud Elbattah Maxime Gignon Gilles Dequen | 2022/2 | |
NLP-based prediction of medical specialties at hospital admission using triage notes | Émilien Arnaud Mahmoud Elbattah Maxime Gignon Gilles Dequen | 2021/8/9 | |
Variational autoencoder for image-based augmentation of eye-tracking data | Journal of Imaging | Mahmoud Elbattah Colm Loughnane Jean-Luc Guérin Romuald Carette Federica Cilia | 2021/5/3 |
The Role of Text Analytics in Healthcare: A Review of Recent Developments and Applications | Mahmoud Elbattah Emilien Arnaud Maxime Gignon Gilles Dequen | 2021/2 | |
Computer-aided screening of autism spectrum disorder: eye-tracking study using data visualization and deep learning | JMIR human factors | Federica Cilia Romuald Carette Mahmoud Elbattah Gilles Dequen Jean-Luc Guérin | 2021/10/25 |
Heatmaps for visual explainability of cnn-based predictions for multivariate time series with application to healthcare | Fabien Viton Mahmoud Elbattah Jean-Luc Guérin Gilles Dequen | 2020/11/30 | |
Generative Modeling of Synthetic Eye-Tracking Data: NLP-Based Approach with Recurrent Neural Networks | Mahmoud Elbattah Romuald Carette Federica Cilia Gilles Dequen | 2020/12/31 | |
Multi-Channel ConvNet Approach to Predict the Risk of In-Hospital Mortality for ICU Patients | Fabien Viton Mahmoud Elbattah Jean-Luc Guérin Gilles Dequen | 2020/7 | |
Deep learning to predict hospitalization at triage: Integration of structured data and unstructured text | Émilien Arnaud Mahmoud Elbattah Maxime Gignon Gilles Dequen | 2020/12/10 | |
Mining the Irish hip fracture database: learning factors contributing to care outcomes | International Journal of Data Science | Mahmoud Elbattah Owen Molloy | 2020 |
NLP-based approach to detect autism spectrum disorder in saccadic eye movement | Mahmoud Elbattah Jean-Luc Guérin Romuald Carette Federica Cilia Gilles Dequen | 2020/12/1 |
Co-Authors
