Efficient and personalized mobile health event prediction via small language models

X Wang, T Dang, V Kostakos, H Jia - Proceedings of the 30th Annual …, 2024 - dl.acm.org
Healthcare monitoring is crucial for early detection, timely intervention, and the ongoing
management of health conditions, ultimately improving individuals' quality of life. Recent …

AutoJournaling: A Context-Aware Journaling System Leveraging MLLMs on Smartphone Screenshots

T Zhang, S Zhang, L Fang, H Jia, V Kostakos… - Proceedings of the 30th …, 2024 - dl.acm.org
Journaling offers significant benefits, including fostering self-reflection, enhancing writing
skills, and aiding in mood monitoring. However, many people abandon the practice because …

AWARE Narrator and the Utilization of Large Language Models to Extract Behavioral Insights from Smartphone Sensing Data

T Zhang, M Kojima, S D'Alfonso - arXiv preprint arXiv:2411.04691, 2024 - arxiv.org
Smartphones, equipped with an array of sensors, have become valuable tools for personal
sensing. Particularly in digital health, smartphones facilitate the tracking of health-related …