Joint Hypoglycemia Prediction and Glucose Forecasting via Deep Multi-Task Learning-Reference-Cited by-同舟云学术

Joint Hypoglycemia Prediction and Glucose Forecasting via Deep Multi-Task Learning

Published:2022-05-23 Issue: Volume: Page:
ISSN:
Container-title:ICASSP 2022 - 2022 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP)
language:
Short-container-title:

Author:

Yang Mu¹,Dave Darpit²,Erraguntla Madhav²,Cote Gerard L.²,Gutierrez-Osuna Ricardo²

Affiliation:

1. University of Texas at Dallas,Richardson,Texas,USA

2. Texas A&M University,College Station,Texas,USA

Funder

PATH

Publisher

IEEE

Link

http://xplorestaging.ieee.org/ielx7/9745891/9746004/09746129.pdf?arnumber=9746129

Reference19 articles.

1. Deep residual time-series forecasting: Application to blood glucose prediction;rubin-falcone;Proceedings of the 5th International Workshop on Knowledge Discovery in Healthcare Data co-located with 24th European Conference on Artificial Intelligence KDH ECAI,2020

2. Hypoglycemia Prediction Using Machine Learning Models for Patients With Type 2 Diabetes

3. Feature-based machine learning model for real-time hypoglycemia prediction;dave;Journal of Diabetes Science and Technology,2020

4. The ohiot1dm dataset for blood glucose level prediction: Update 2020;marling;CEUR Workshop Proceedings,2020

5. Hypoglycemia Prediction with Subject-Specific Recursive Time-Series Models

Cited by 6 articles. 订阅此论文施引文献订阅此论文施引文献，注册后可以免费订阅5篇论文的施引文献，订阅后可以查看论文全部施引文献

1. Generative adversarial network-based data augmentation for improving hypoglycemia prediction: A proof-of-concept study;Biomedical Signal Processing and Control;2024-06

2. Predicting Adverse Events for Patients with Type-1 Diabetes Via Self-Supervised Learning;ICASSP 2024 - 2024 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP);2024-04-14

3. A Machine Learning Model for Week-Ahead Hypoglycemia Prediction From Continuous Glucose Monitoring Data;Journal of Diabetes Science and Technology;2024-03-06

4. A Continuous Multiple-Timestep Blood Glucose Level Prediction System Using Stacked LSTM for High-Accuracy Hypoglycemia Alerts in Smart Contact Lenses;2023 IEEE EMBS Special Topic Conference on Data Science and Engineering in Healthcare, Medicine and Biology;2023-12-07

5. Layered Meta-Learning Algorithm for Predicting Adverse Events in Type 1 Diabetes;IEEE Access;2023