| Learning to Predict Autism Spectrum Disorder based on the Visual Patterns of Eye-tracking Scanpaths R Carette, M Elbattah, F Cilia, G Dequen, JL Guérin, J Bosche 12th International Conference on Health Informatics (HEALTHINF), 2019 | 57 | 2019 |
| The Role of Text Analytics in Healthcare: A Review of Recent Developments and Applications M Elbattah, E Arnaud, M Gignon, G Dequen 14th International Joint Conference on Biomedical Engineering Systems and …, 2021 | 55 | 2021 |
| Variational autoencoder for image-based augmentation of eye-tracking data M Elbattah, C Loughnane, JL Guérin, R Carette, F Cilia, G Dequen Journal of Imaging 7 (5), 83, 2021 | 41 | 2021 |
| Deep learning to predict hospitalization at triage: Integration of structured data and unstructured text É Arnaud, M Elbattah, M Gignon, G Dequen 2020 IEEE International Conference on Big Data (Big Data), 4836-4841, 2020 | 41 | 2020 |
| Visualization of eye-tracking patterns in autism spectrum disorder: method and dataset R Carette, M Elbattah, G Dequen, JL Guérin, F Cilia 2018 Thirteenth international conference on digital information management …, 2018 | 41 | 2018 |
| Learning clusters in autism spectrum disorder: Image-based clustering of eye-tracking scanpaths with deep autoencoder M Elbattah, R Carette, G Dequen, JL Guérin, F Cilia 41st Annual international conference of the IEEE engineering in medicine and …, 2019 | 38 | 2019 |
| Business process improvement by means of Big Data based Decision Support Systems: a case study on Call Centers A Vera-Baquero, R Colomo-Palacios, O Molloy, M Elbattah International Journal of Information Systems and Project Management 3 (1), 5-26, 2015 | 38 | 2015 |
| Computer-aided screening of autism spectrum disorder: eye-tracking study using data visualization and deep learning F Cilia, R Carette, M Elbattah, G Dequen, JL Guérin, J Bosche, ... JMIR human factors 8 (4), e27706, 2021 | 36 | 2021 |
| Heatmaps for visual explainability of cnn-based predictions for multivariate time series with application to healthcare F Viton, M Elbattah, JL Guérin, G Dequen 2020 IEEE International Conference on Healthcare Informatics (ICHI), 1-8, 2020 | 32 | 2020 |
| Clustering-Aided Approach for Predicting Patient Outcomes with Application to Elderly Healthcare in Ireland M Elbattah, O Molloy Thirty-First AAAI Conference on Artificial Intelligence, 2017 | 27 | 2017 |
| Using machine learning to predict length of stay and discharge destination for hip-fracture patients M Elbattah, O Molloy Proceedings of SAI Intelligent Systems Conference (IntelliSys) 2016: Volume …, 2018 | 24 | 2018 |
| Designing care pathways using simulation modeling and machine learning M Elbattah, O Molloy, BP Zeigler 2018 Winter Simulation Conference (WSC), 1452-1463, 2018 | 23 | 2018 |
| Coupling simulation with machine learning: a hybrid approach for elderly discharge planning M Elbattah, O Molloy Proceedings of the 2016 ACM SIGSIM Conference on Principles of Advanced …, 2016 | 21 | 2016 |
| NLP-based approach to detect autism spectrum disorder in saccadic eye movement M Elbattah, JL Guérin, R Carette, F Cilia, G Dequen 2020 IEEE Symposium Series on Computational Intelligence (SSCI), 1581-1587, 2020 | 17 | 2020 |
| Large-scale ontology storage and query using graph database-oriented approach: the case of Freebase M Elbattah, M Roushdy, M Aref, ABM Salem IEEE Seventh International Conference on Intelligent Computing and …, 2015 | 16 | 2015 |
| Learning Embeddings from Free-text Triage Notes using Pretrained Transformer Models É Arnaud, M Elbattah, M Gignon, G Dequen 15th International Joint Conference on Biomedical Engineering Systems and …, 2022 | 14 | 2022 |
| NLP-based prediction of medical specialties at hospital admission using triage notes É Arnaud, M Elbattah, M Gignon, G Dequen 2021 IEEE 9th International Conference on Healthcare Informatics (ICHI), 548-553, 2021 | 14 | 2021 |
| Data-driven patient segmentation using K-means clustering: the case of hip fracture care in Ireland M Elbattah, O Molloy Proceedings of the Australasian Computer Science Week Multiconference, 1-8, 2017 | 14 | 2017 |
| Vision-based Approach for Autism Diagnosis using Transfer Learning and Eye-tracking M Elbattah, JL Guérin, R Carette, F Cilia, G Dequen 15th International Conference on Health Informatics (HEALTHINF), 256-263, 2022 | 10 | 2022 |
| ML-aided simulation: A conceptual framework for integrating simulation models with machine learning M Elbattah, O Molloy Proceedings of the 2018 ACM SIGSIM Conference on Principles of Advanced …, 2018 | 10 | 2018 |
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