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 | 5 | 2019 |
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, 2020 | 3 | 2020 |
Prediction-coherent LSTM-based recurrent neural network for safer glucose predictions in diabetic people M De Bois, MA El Yacoubi, M Ammi International Conference on Neural Information Processing, 510-521, 2019 | 3 | 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 | 2 | 2018 |
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 | 1 | 2020 |
GLYFE: Review and Benchmark of Personalized Glucose Predictive Models in Type-1 Diabetes M De Bois, M Ammi, MAE Yacoubi arXiv preprint arXiv:2006.15946, 2020 | 1 | 2020 |
Integration of Clinical Criteria into the Training of Deep Models: Application to Glucose Prediction for Diabetic People M De Bois, MAE Yacoubi arXiv preprint arXiv:2009.10514, 2020 | | 2020 |
Enhancing the Interpretability of Deep Models in Heathcare Through Attention: Application to Glucose Forecasting for Diabetic People M De Bois, MAE Yacoubi, M Ammi arXiv preprint arXiv:2009.03732, 2020 | | 2020 |
Model fusion to enhance the clinical acceptability of long-term glucose predictions M De Bois, M El Yacoubi, M Ammi BIBE 2019: 19th International Conference on Bioinformatics and …, 2019 | | 2019 |