The role of wearable devices in chronic disease monitoring and patient care: A comprehensive review

EA Jafleh, FA Alnaqbi, HA Almaeeni, S Faqeeh… - Cureus, 2024 - pmc.ncbi.nlm.nih.gov
Wearable health devices are becoming vital in chronic disease management because they
offer real-time monitoring and personalized care. This review explores their effectiveness …

Understanding temporal changes and seasonal variations in glycemic trends using wearable data

P Belsare, A Bartolome, C Stanger, T Prioleau - Science Advances, 2023 - science.org
Seasonal variations in glycemic trends remain largely unstudied despite the growing
prevalence of diabetes. To address this gap, our objective is to investigate temporal …

Towards ubiquitous personalized music recommendation with smart bracelets

J Li, Z He, Y Cui, C Wang, C Chen, C Yu… - Proceedings of the …, 2022 - dl.acm.org
Nowadays, recommender systems play an increasingly important role in the music scenario.
Generally, music preferences are related to internal and external conditions. For example …

Mealtime prediction using wearable insulin pump data to support diabetes management

B Lu, Y Cui, P Belsare, C Stanger, X Zhou… - Scientific Reports, 2024 - nature.com
Many patients with diabetes struggle with post-meal high blood glucose due to missed or
untimely meal-related insulin doses. To address this challenge, our research aims to:(1) …

Towards Personalized AI-Based Diabetes Therapy: A Review

S Campanella, G Paragliola… - IEEE Journal of …, 2024 - ieeexplore.ieee.org
Insulin pumps and other smart devices have recently made significant advancements in the
treatment of diabetes, a disorder that affects people all over the world. The development of …

DiaTrend: A dataset from advanced diabetes technology to enable development of novel analytic solutions

T Prioleau, A Bartolome, R Comi, C Stanger - Scientific Data, 2023 - nature.com
Objective digital data is scarce yet needed in many domains to enable research that can
transform the standard of healthcare. While data from consumer-grade wearables and …

A computational framework for discovering digital biomarkers of glycemic control

A Bartolome, T Prioleau - NPJ digital medicine, 2022 - nature.com
Digital biomarkers can radically transform the standard of care for chronic conditions that are
complex to manage. In this work, we propose a scalable computational framework for …

Spatial-Temporal Masked Autoencoder for Multi-Device Wearable Human Activity Recognition

S Miao, L Chen, R Hu - Proceedings of the ACM on Interactive, Mobile …, 2024 - dl.acm.org
The widespread adoption of wearable devices has led to a surge in the development of multi-
device wearable human activity recognition (WHAR) systems. Nevertheless, the …

Investigating temporal patterns of glycemic control around holidays

P Belsare, B Lu, A Bartolome… - 2022 44th Annual …, 2022 - ieeexplore.ieee.org
Maintaining good glycemic control is a central part of diabetes care. However, it can be a
tedious task because many factors in daily living can affect glycemic control. To support …

Toward Short-Term Glucose Prediction Solely Based on CGM Time Series

M Cheng, X Diao, Z Zhou, Y Cui, W Liu… - arXiv preprint arXiv …, 2024 - arxiv.org
The global diabetes epidemic highlights the importance of maintaining good glycemic
control. Glucose prediction is a fundamental aspect of diabetes management, facilitating real …