Predicting Blood Glucose with an LSTM and Bi-LSTM Based Deep Neural
Network

Predicting Blood Glucose with an LSTM and Bi-LSTM Based Deep Neural Network

11 September 2018

Marko V. Jankovic

Stavroula Mougiakakou

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Papers citing "Predicting Blood Glucose with an LSTM and Bi-LSTM Based Deep Neural Network"

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Title
GlucoBench: Curated List of Continuous Glucose Monitoring Datasets with Prediction Benchmarks Renat Sergazinov Elizabeth Chun Valeriya Rogovchenko Nathaniel Fernandes Nicholas Kasman I. Gaynanova AI4TS 78 3 0 08 Oct 2024
Learning Difference Equations with Structured Grammatical Evolution for Postprandial Glycaemia Prediction Daniel Parra David Joedicke J. M. Velasco G. Kronberger J. I. Hidalgo 51 4 0 03 Jul 2023
MATURE-HEALTH: HEALTH Recommender System for MAndatory FeaTURE choices Ritu Shandilya Sugam Sharma Johnny S. Wong 44 0 0 01 Apr 2023
A Critical Review of the state-of-the-art on Deep Neural Networks for Blood Glucose Prediction in Patients with Diabetes Felix Tena Oscar Garnica J. Lanchares J. Hidalgo OOD 24 3 0 02 Sep 2021
Deep Personalized Glucose Level Forecasting Using Attention-based Recurrent Neural Networks Mohammadreza Armandpour Brian Kidd Yu Du Jianhua Z. Huang 68 14 0 02 Jun 2021
Stacked LSTM Based Deep Recurrent Neural Network with Kalman Smoothing for Blood Glucose Prediction Md Fazle Rabby Yazhou Tu Md. Imran Hossen Insup Lee Anthony Maida X. Hei 54 119 0 18 Jan 2021
Enhancing the Interpretability of Deep Models in Heathcare Through Attention: Application to Glucose Forecasting for Diabetic People Maxime De Bois M. El-Yacoubi M. Ammi 18 5 0 08 Sep 2020
Prediction-Coherent LSTM-based Recurrent Neural Network for Safer Glucose Predictions in Diabetic People Maxime De Bois M. El-Yacoubi M. Ammi 39 10 0 08 Sep 2020
GLYFE: Review and Benchmark of Personalized Glucose Predictive Models in Type-1 Diabetes Maxime De Bois M. Ammi M. El-Yacoubi OOD 49 29 0 29 Jun 2020