Maxime De Bois

Publication Activity (10 Years)

Years Active: 2018-2022
Publications (10 Years): 15

Top Topics

Transfer Learning

Prediction Intervals

Top Venues

Int. J. Pattern Recognit. Artif. Intell.

Medical Biol. Eng. Comput.

Publications

Maxime De Bois, Mounim A. El-Yacoubi, Mehdi Ammi
GLYFE: review and benchmark of personalized glucose predictive models in type 1 diabetes. Medical Biol. Eng. Comput. 60 (1) (2022)
Maxime De Bois, Mounim A. El-Yacoubi, Mehdi Ammi
Adversarial multi-source transfer learning in healthcare: Application to glucose prediction for diabetic people. Comput. Methods Programs Biomed. 199 (2021)
Maxime De Bois, Mounîm A. El-Yacoubi, Mehdi Ammi
Enhancing the Interpretability of Deep Models in Healthcare Through Attention: Application to Glucose Forecasting for Diabetic People. Int. J. Pattern Recognit. Artif. Intell. 35 (12) (2021)
Maxime De Bois, Mounim A. El-Yacoubi, Mehdi Ammi
Interpreting Deep Glucose Predictive Models for Diabetic People Using RETAIN. ICPRAI (2020)
Maxime De Bois, Mounim A. El-Yacoubi, Mehdi Ammi
Interpreting Deep Glucose Predictive Models for Diabetic People Using RETAIN. CoRR (2020)
Maxime De Bois, Hamdi Amroun, Mehdi Ammi
Energy Expenditure Estimation Through Daily Activity Recognition Using a Smart-phone. CoRR (2020)
Maxime De Bois, Mehdi Ammi, Mounim A. El-Yacoubi
GLYFE: Review and Benchmark of Personalized Glucose Predictive Models in Type-1 Diabetes. CoRR (2020)
Maxime De Bois, Mounim A. El-Yacoubi, Mehdi Ammi
Integration of Clinical Criteria into the Training of Deep Models: Application to Glucose Prediction for Diabetic People. CoRR (2020)
Maxime De Bois, Mounim A. El-Yacoubi, Mehdi Ammi
Prediction-Coherent LSTM-based Recurrent Neural Network for Safer Glucose Predictions in Diabetic People. CoRR (2020)
Maxime De Bois, Mounim A. El-Yacoubi, Mehdi Ammi
Enhancing the Interpretability of Deep Models in Heathcare Through Attention: Application to Glucose Forecasting for Diabetic People. CoRR (2020)
Maxime De Bois, Mounim A. El-Yacoubi, Mehdi Ammi
Adversarial Multi-Source Transfer Learning in Healthcare: Application to Glucose Prediction for Diabetic People. CoRR (2020)
Maxime De Bois, Mounim A. El-Yacoubi, Mehdi Ammi
Prediction-Coherent LSTM-Based Recurrent Neural Network for Safer Glucose Predictions in Diabetic People. ICONIP (3) (2019)
Maxime De Bois, Mounim A. El-Yacoubi, Mehdi Ammi
Study of Short-Term Personalized Glucose Predictive Models on Type-1 Diabetic Children. IJCNN (2019)
Maxime De Bois, Mehdi Ammi, Mounim A. El-Yacoubi
Model Fusion to Enhance the Clinical Acceptability of Long-Term Glucose Predictions. BIBE (2019)
Maxime De Bois, Hamdi Amroun, Mehdi Ammi
Energy expenditure estimation through daily activity recognition using a smart-phone. WF-IoT (2018)