From Classification to Clinical Insights: Towards Analyzing and Reasoning About Mobile and Behavioral Health Data With Large Language Models
Fuente:
arXiv
Saved in:
| Main Authors: | Englhardt, Zachary, Ma, Chengqian, Morris, Margaret E., Xu, Xuhai "Orson", Chang, Chun-Cheng, Qin, Lianhui, McDuff, Daniel, Liu, Xin, Patel, Shwetak, Iyer, Vikram |
|---|---|
| Format: | Preprint |
| Published: |
2023
|
| Subjects: | |
| Online Access: | |
| Tags: |
Add Tag
No Tags, Be the first to tag this record!
|
Similar Items
ConvFill: Model Collaboration for Responsive Conversational Voice Agents
by: Srinivas, Vidya, et al.
Published: (2025)
by: Srinivas, Vidya, et al.
Published: (2025)
SnappyMeal: Design and Longitudinal Evaluation of a Multimodal AI Food Logging Application
by: Bakar, Liam, et al.
Published: (2025)
by: Bakar, Liam, et al.
Published: (2025)
WeatherQA: Can Multimodal Language Models Reason about Severe Weather?
by: Ma, Chengqian, et al.
Published: (2024)
by: Ma, Chengqian, et al.
Published: (2024)
Estimating Blood Pressure with a Camera: An Exploratory Study of Ambulatory Patients with Cardiovascular Disease
by: Curran, Theodore, et al.
Published: (2025)
by: Curran, Theodore, et al.
Published: (2025)
Incorporating Sustainability in Electronics Design: Obstacles and Opportunities
by: Englhardt, Zachary, et al.
Published: (2025)
by: Englhardt, Zachary, et al.
Published: (2025)
Substance over Style: Evaluating Proactive Conversational Coaching Agents
by: Srinivas, Vidya, et al.
Published: (2025)
by: Srinivas, Vidya, et al.
Published: (2025)
Health-LLM: Large Language Models for Health Prediction via Wearable Sensor Data
by: Kim, Yubin, et al.
Published: (2024)
by: Kim, Yubin, et al.
Published: (2024)
Towards Autonomous Sustainability Assessment via Multimodal AI Agents
by: Zhang, Zhihan, et al.
Published: (2025)
by: Zhang, Zhihan, et al.
Published: (2025)
Beyond the Clinic: A Large-Scale Evaluation of Augmenting EHR with Wearable Data for Diverse Health Prediction
by: Wang, Will Ke, et al.
Published: (2025)
by: Wang, Will Ke, et al.
Published: (2025)
Cardiovascular-Kidney-Metabolic Health: Insights from Wearables and Blood Biomarkers
by: Esmaeilpour, Zeinab, et al.
Published: (2026)
by: Esmaeilpour, Zeinab, et al.
Published: (2026)
A Framework for Longitudinal Health AI Agents
by: Lin, Georgianna, et al.
Published: (2026)
by: Lin, Georgianna, et al.
Published: (2026)
The chemistry of interstitial waters at DSDP Site 45-395
by: McDuff, Russell E
Published: (1984)
by: McDuff, Russell E
Published: (1984)
(Table 3) Chemistry in water at DSDP Site 45-395
by: McDuff, Russell E
Published: (1984)
by: McDuff, Russell E
Published: (1984)
(Table 2) Silicon and nitrate concentrations in water samples at DSDP Hole 45-395A
by: McDuff, Russell E
Published: (1984)
by: McDuff, Russell E
Published: (1984)
(Table 3) Interstitial water elemental composition at DSDP Leg 86 Holes
by: McDuff, Russell E
Published: (1985)
by: McDuff, Russell E
Published: (1985)
Set Phasers to Stun: Beaming Power and Control to Mobile Robots with Laser Light
by: Carver, Charles J., et al.
Published: (2025)
by: Carver, Charles J., et al.
Published: (2025)
Multi-site PPG: An In-the-Wild Physiological Dataset from Emerging Multi-site Wearables
by: Shao, Jiayi, et al.
Published: (2026)
by: Shao, Jiayi, et al.
Published: (2026)
Polyfold fundamental classes and globally structured multivalued perturbations
by: McDuff, Dusa, et al.
Published: (2024)
by: McDuff, Dusa, et al.
Published: (2024)
Sesquicuspidal curves, scattering diagrams, and symplectic nonsqueezing
by: McDuff, Dusa, et al.
Published: (2024)
by: McDuff, Dusa, et al.
Published: (2024)
Singular algebraic curves and infinite symplectic staircases
by: McDuff, Dusa, et al.
Published: (2024)
by: McDuff, Dusa, et al.
Published: (2024)
Symplectic capacities, unperturbed curves, and convex toric domains
by: McDuff, Dusa, et al.
Published: (2021)
by: McDuff, Dusa, et al.
Published: (2021)
New Tools are Needed for Tracking Adherence to AI Model Behavioral Use Clauses
by: McDuff, Daniel, et al.
Published: (2025)
by: McDuff, Daniel, et al.
Published: (2025)
HEARTS: Benchmarking LLM Reasoning on Health Time Series
by: Li, Sirui, et al.
Published: (2026)
by: Li, Sirui, et al.
Published: (2026)
What About Puppets?
by: Duff, Maggie
Published: (1971)
by: Duff, Maggie
Published: (1971)
Intuitive and Ubiquitous Fever Monitoring Using Smartphones and Smartwatches
by: Breda, Joseph, et al.
Published: (2021)
by: Breda, Joseph, et al.
Published: (2021)
DUET: Optimize Token-Budget Allocation for Reinforcement Learning with Verifiable Rewards
by: Hu, Haoyu, et al.
Published: (2026)
by: Hu, Haoyu, et al.
Published: (2026)
MIND: Empowering Mental Health Clinicians with Multimodal Data Insights through a Narrative Dashboard
by: Zou, Ruishi, et al.
Published: (2026)
by: Zou, Ruishi, et al.
Published: (2026)
The Potential and Perils of Generative Artificial Intelligence for Quality Improvement and Patient Safety
by: Jalilian, Laleh, et al.
Published: (2024)
by: Jalilian, Laleh, et al.
Published: (2024)
How Suboptimal is Training rPPG Models with Videos and Targets from Different Body Sites?
by: Braun, Björn, et al.
Published: (2024)
by: Braun, Björn, et al.
Published: (2024)
From Packets to Patterns: Interpreting Encrypted Network Traffic as Longitudinal Behavioral Signals
by: Mahmood, Rameen, et al.
Published: (2026)
by: Mahmood, Rameen, et al.
Published: (2026)
A Scalable Framework for Evaluating Health Language Models
by: Mallinar, Neil, et al.
Published: (2025)
by: Mallinar, Neil, et al.
Published: (2025)
Curvy points, the perimeter, and the complexity of convex toric domains
by: Cristofaro-Gardiner, Dan, et al.
Published: (2025)
by: Cristofaro-Gardiner, Dan, et al.
Published: (2025)
Transforming Wearable Data into Personal Health Insights using Large Language Model Agents
by: Merrill, Mike A., et al.
Published: (2024)
by: Merrill, Mike A., et al.
Published: (2024)
Small Drafts, Big Verdict: Information-Intensive Visual Reasoning via Speculation
by: Liu, Yuhan, et al.
Published: (2025)
by: Liu, Yuhan, et al.
Published: (2025)
TimeSRL: Generalizable Time-Series Behavioral Modeling via Semantic RL-Tuned LLMs -- A Case Study in Mental Health
by: Fan, Yuang, et al.
Published: (2026)
by: Fan, Yuang, et al.
Published: (2026)
Scaling Wearable Foundation Models
by: Narayanswamy, Girish, et al.
Published: (2024)
by: Narayanswamy, Girish, et al.
Published: (2024)
Flow of Reasoning: Training LLMs for Divergent Reasoning with Minimal Examples
by: Yu, Fangxu, et al.
Published: (2024)
by: Yu, Fangxu, et al.
Published: (2024)
InvThink: Premortem Reasoning for Safer Language Models
by: Kim, Yubin, et al.
Published: (2025)
by: Kim, Yubin, et al.
Published: (2025)
Benchmarking the Capabilities of Large Language Models in Transportation System Engineering: Accuracy, Consistency, and Reasoning Behaviors
by: Syed, Usman, et al.
Published: (2024)
by: Syed, Usman, et al.
Published: (2024)
PrivacyReasoner: Can LLM Emulate a Human-like Privacy Mind?
by: Tu, Yiwen, et al.
Published: (2026)
by: Tu, Yiwen, et al.
Published: (2026)
Similar Items
-
ConvFill: Model Collaboration for Responsive Conversational Voice Agents
by: Srinivas, Vidya, et al.
Published: (2025) -
SnappyMeal: Design and Longitudinal Evaluation of a Multimodal AI Food Logging Application
by: Bakar, Liam, et al.
Published: (2025) -
WeatherQA: Can Multimodal Language Models Reason about Severe Weather?
by: Ma, Chengqian, et al.
Published: (2024) -
Estimating Blood Pressure with a Camera: An Exploratory Study of Ambulatory Patients with Cardiovascular Disease
by: Curran, Theodore, et al.
Published: (2025) -
Incorporating Sustainability in Electronics Design: Obstacles and Opportunities
by: Englhardt, Zachary, et al.
Published: (2025)