Adversarial multi-source transfer learning in healthcare: Application to glucose prediction for diabetic people M De Bois, MA El Yacoubi, M Ammi Computer Methods and Programs in Biomedicine 199, 105874, 2021 | 42 | 2021 |
GLYFE: review and benchmark of personalized glucose predictive models in type 1 diabetes M De Bois, MAE Yacoubi, M Ammi Medical & Biological Engineering & Computing 60 (1), 1-17, 2022 | 20 | 2022 |
Study of short-term personalized glucose predictive models on type-1 diabetic children M De Bois, MA El Yacoubi, M Ammi 2019 International Joint Conference on Neural Networks (IJCNN), 1-8, 2019 | 13 | 2019 |
Prediction-coherent LSTM-based recurrent neural network for safer glucose predictions in diabetic people M De Bois, MAE Yacoubi, M Ammi International Conference on Neural Information Processing, 510-521, 2019 | 9 | 2019 |
Enhancing the interpretability of deep models in healthcare through attention: Application to glucose forecasting for diabetic people M De Bois, MA El Yacoubi, M Ammi International Journal of Pattern Recognition and Artificial Intelligence 35 …, 2021 | 5 | 2021 |
Interpreting deep glucose predictive models for diabetic people using retain M De Bois, MA El Yacoubi, M Ammi International Conference on Pattern Recognition and Artificial Intelligence …, 2020 | 4 | 2020 |
Model fusion to enhance the clinical acceptability of long-term glucose predictions M De Bois, M Ammi, MA El Yacoubi 2019 IEEE 19th International Conference on Bioinformatics and Bioengineering …, 2019 | 4 | 2019 |
Energy expenditure estimation through daily activity recognition using a smart-phone M De Bois, H Amroun, M Ammi 2018 IEEE 4th World Forum on Internet of Things (WF-IoT), 167-172, 2018 | 3 | 2018 |
Integration of clinical criteria into the training of deep models: Application to glucose prediction for diabetic people M De Bois, MA El-Yacoubi, M Ammi Smart Health 21, 100193, 2021 | 2 | 2021 |
Apprentissage profond sous contraintes biomédicales pour la prédiction de la glycémie future de patients diabétiques M De Bois Université Paris-Saclay, 2020 | | 2020 |