Convolutional Recurrent Neural Networks for Glucose Prediction

Convolutional Recurrent Neural Networks for Glucose Prediction

9 July 2018

Pantelis Georgiou

Papers citing "Convolutional Recurrent Neural Networks for Glucose Prediction"

18 / 18 papers shown

Title
Hybrid Attention Model Using Feature Decomposition and Knowledge Distillation for Glucose Forecasting Ebrahim Farahmand Shovito Barua Soumma Nooshin Taheri Chatrudi Hassan Ghasemzadeh 39 2 0 16 Nov 2024
GlucoBench: Curated List of Continuous Glucose Monitoring Datasets with Prediction Benchmarks Renat Sergazinov Elizabeth Chun Valeriya Rogovchenko Nathaniel Fernandes Nicholas Kasman I. Gaynanova AI4TS 32 3 0 08 Oct 2024
FedGlu: A personalized federated learning-based glucose forecasting algorithm for improved performance in glycemic excursion regions Darpit Dave Kathan Vyas Jagadish K. Jayagopal Alfredo Garcia M. Erraguntla Mark Lawley FedML 31 0 0 25 Aug 2024
R2GenCSR: Retrieving Context Samples for Large Language Model based X-ray Medical Report Generation Xiao Wang Yuehang Li Fuling Wang Shiao Wang Chuanfu Li Bo Jiang MedIm 44 6 0 19 Aug 2024
CrossGP: Cross-Day Glucose Prediction Excluding Physiological Information Ziyi Zhou Ming Cheng Yanjun Cui Xingjian Diao Zhaorui Ma 34 3 0 16 Apr 2024
Learning Difference Equations with Structured Grammatical Evolution for Postprandial Glycaemia Prediction Daniel Parra David Joedicke J. M. Velasco G. Kronberger J. I. Hidalgo 13 3 0 03 Jul 2023
DiaTrend: A dataset from advanced diabetes technology to enable development of novel analytic solutions T. Prioleau Abigail Bartolome R. Comi C. Stanger 11 10 0 04 Apr 2023
Long Short-term Cognitive Networks Gonzalo Nápoles Isel Grau A. Jastrzębska Yamisleydi Salgueiro AI4TS 16 8 0 30 Jun 2021
RECOWNs: Probabilistic Circuits for Trustworthy Time Series Forecasting Nils Thoma Zhongjie Yu Fabrizio G. Ventola Kristian Kersting UQCV TPM AI4TS 16 5 0 08 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 32 114 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 11 5 0 08 Sep 2020
Interpreting Deep Glucose Predictive Models for Diabetic People Using RETAIN Maxime De Bois M. El-Yacoubi M. Ammi 6 3 0 08 Sep 2020
A novel hand-held interface supporting the self-management of Type 1 diabetes R. Spence Chukwuma Uduku Kezhi Li N. Oliver Pantelis Georgiou 23 2 0 08 Aug 2020
GLYFE: Review and Benchmark of Personalized Glucose Predictive Models in Type-1 Diabetes Maxime De Bois M. Ammi M. El-Yacoubi OOD 19 27 0 29 Jun 2020
Basal Glucose Control in Type 1 Diabetes using Deep Reinforcement Learning: An In Silico Validation Taiyu Zhu Kezhi Li P. Herrero Pantelis Georgiou 24 79 0 18 May 2020
Short Term Blood Glucose Prediction based on Continuous Glucose Monitoring Data Ali Mohebbi Alexander R. Johansen Nicklas Hansen Peter Ebert Christensen J. Tarp M. L. Jensen Henrik Bengtsson Morten Mørup 6 23 0 06 Feb 2020
A Dual-Hormone Closed-Loop Delivery System for Type 1 Diabetes Using Deep Reinforcement Learning Taiyu Zhu Kezhi Li Pantelis Georgiou OffRL 19 8 0 09 Oct 2019
Methods for Interpreting and Understanding Deep Neural Networks G. Montavon Wojciech Samek K. Müller FaML 234 2,238 0 24 Jun 2017