DM
Daniel McDuff
cs.AIcs.CVcs.LGcs.HCcs.CLeess.IVcs.CYPhotoplethysmographyHeart RateWearable Electronic Devices
On Valency
published · living versionsW_33ypsx3u·v1 · currentpublished
Personalized health coaching via coachable health age and counterfactual wearable trajectories
with Simon A. Lee, Zeinab Esmaeilpour, Menglian Zhou, Marius Guerard +15
1 version
W_9zmyawj6·v1published
W_uaym8uvu·v1published
Preprints & journals
144 papers in the corpus · 2010–2026The anatomy of a personal health agent.42907512 · Heydari, A Ali, Gu, Ken, Srinivas, Vidya et al.2026 · 7 citationsNature. 2026;659(8139):197-207
TimeNet: An Extensible Unified Data Infrastructure for Next-Generation Temporal Foundation Models2610.04407v1 · Martin Maritsch, Timo Stoffregen, Thomas Kaar et al.2026 · 0 citationsarXiv
An open vision-language model for diverse medical applications.42839104 · Sellergren, Andrew, Kazemzadeh, Sahar, Mahvar, Fereshteh et al.2026 · 0 citationsNature medicine. 2026;32(10):3695-3704
Locating Hidden Failures Makes Long-Horizon Agents More Reliable2609.17930v1 · Salman Rahman, Yubin Kim, Mihir Parmar et al.2026 · 0 citationsarXiv
Gemma 4 Technical Report2607.02770v2 · Gemma Team: Sherif El Abd, Vaibhav Aggarwal, Robin Algayres et al.2026 · 8 citationsarXiv
WEQA: Wearable hEalth Question Answering with Query-Adaptive Agentic Reasoning2606.18147v1 · Yuwei Zhang, Tong Xia, Bianca Emmerich et al.2026 · 0 citationsarXiv
RubricsTree: Scalable and Evolving Open-Ended Evaluation of Personal Health Agents across Health Memory and Medical Skills2606.18203v1 · Weizhi Zhang, Zechen Li, Hamid Palangi et al.2026 · 0 citationsarXiv
Passive heart-rate monitoring during smartphone use in everyday life.42225933 · Liao, Shun, Di Achille, Paolo, Wu, Jiang et al.2026 · 2 citationsNature. 2026;655(8123):728-736
Towards a General Intelligence and Interface for Wearable Health Data2605.22759v3 · Girish Narayanswamy, Maxwell A. Xu, A. Ali Heydari et al.2026 · 0 citationsarXiv
Evaluating the Utility of Personal Health Records in Personalized Health AI2605.18937v2 · Rory Sayres, Kejia Chen, Ayush Jain et al.2026 · 0 citationsarXiv
WavesFM: Hierarchical Representation Learning for Longitudinal Wearable Sensor Waveforms2605.09173v1 · Peng Cao, Zhijian Yang, Tennison Liu et al.2026 · 0 citationsarXiv
TeamBench: Evaluating Agent Coordination under Enforced Role Separation2605.07073v1 · Yubin Kim, Chanwoo Park, Taehan Kim et al.2026 · 0 citationsarXiv
Uneven Evolution of Cognition Across Generations of Generative AI Models2605.06815v1 · Isaac Galatzer-Levy, Daniel McDuff, Xin Liu et al.2026 · 0 citationsarXiv
SymptomAI: Toward a Conversational AI Agent for Everyday Symptom Assessment2605.04012v2 · Joseph Breda, Fadi Yousif, Beszel Hawkins et al.2026 · 1 citationarXiv
An AI Co-Data-Scientist for Prioritizing Candidate Biomarkers from Wearable Sensor Data2604.14615v2 · Yubin Kim, Salman Rahman, Samuel Schmidgall et al.2026 · 2 citationsarXiv
Cardiovascular-Kidney-Metabolic Health Age Using Wearables and Blood Biomarkers2603.27787v4 · Zeinab Esmaeilpour, A. Ali Heydari, Daniel McDuff et al.2026 · 0 citationsarXiv
Insulin resistance prediction from wearables and routine blood biomarkers.41840032 · Metwally, Ahmed A, Heydari, A Ali, McDuff, Daniel et al.2026 · 10 citationsNature. 2026;652(8109):451-461
How Well Do Multimodal Models Reason on ECG Signals?2603.00312v2 · Maxwell A. Xu, Harish Haresamudram, Catherine W. Liu et al.2026 · 0 citationsarXiv
A scalable framework for evaluating health language models.41760912 · Mallinar, Neil, Heydari, A Ali, Liu, Xin et al.2026 · 9 citationsNPJ digital medicine. 2026;9(1)
HEARTS: Benchmarking LLM Reasoning on Health Time Series2603.06638v3 · Sirui Li, Shuhan Xiao, Mihir Joshi et al.2026 · 0 citationsarXiv
Transforming wearable data into personal health insights using large language model agents.41526380 · Merrill, Mike A, Paruchuri, Akshay, Rezaei, Naghmeh et al.2026 · 26 citationsNature communications. 2026;17(1):1143
Smartphone monitoring of smiling as a behavioral proxy of well-being in everyday life2512.11905v1 · Ming-Zher Poh, Shun Liao, Marco Andreetto et al.2025 · 0 citationsarXiv
Towards a Science of Scaling Agent Systems2512.08296v3 · Yubin Kim, Ken Gu, Chanwoo Park et al.2025 · 1 citationarXiv
FacePhys: State of the Heart Learning2512.06275v1 · Kegang Wang, Jiankai Tang, Yuntao Wang et al.2025 · 0 citationsarXiv
SynthWorlds: Controlled Parallel Worlds for Disentangling Reasoning and Knowledge in Language Models2510.24427v3 · Ken Gu, Advait Bhat, Mike A Merrill et al.2025 · 0 citationsarXiv
A Principle-based Framework for the Development and Evaluation of Large Language Models for Health and Wellness2512.08936v1 · Brent Winslow, Jacqueline Shreibati, Javier Perez et al.2025 · 2 citationsarXiv
Smartphone use in a large US adult population: Temporal associations between objective measures of usage and mental well-being.41082655 · Winbush, Ari, McDuff, Daniel, Hernandez, John et al.2025 · 8 citationsProceedings of the National Academy of Sciences of the United States of America. 2025;122(43):e2427311122
InvThink: Premortem Reasoning for Safer Language Models2510.01569v3 · Yubin Kim, Taehan Kim, Eugene Park et al.2025 · 0 citationsarXiv
Beyond the Clinic: A Large-Scale Evaluation of Augmenting EHR with Wearable Data for Diverse Health Prediction2509.22920v2 · Will Ke Wang, Rui Yang, Chao Pang et al.2025 · 0 citationsarXiv
Evidence of differences in diurnal electrodermal, temperature and heart rate patterns by mental health status in free-living data.40819881 · McDuff, Daniel, Galatzer-Levy, Isaac, Thomson, Seamus et al.2025 · 3 citationsBMJ mental health. 2025;28(1)
A personal health large language model for sleep and fitness coaching.40813712 · Khasentino, Justin, Belyaeva, Anastasiya, Liu, Xin et al.2025 · 57 citationsNature medicine. 2025;31(10):3394-3403
Contact Sensors to Remote Cameras: Quantifying Cardiorespiratory Coupling in High-Altitude Exercise Recovery2508.00773v1 · Jiankai Tang, Meng Kang, Yiru Zhang et al.2025 · 1 citationarXiv
Tiered Agentic Oversight: A Hierarchical Multi-Agent System for Healthcare Safety2506.12482v2 · Yubin Kim, Hyewon Jeong, Chanwoo Park et al.2025 · 0 citationsarXiv
Non-Contact Health Monitoring During Daily Personal Care Routines2506.09718v2 · Xulin Ma, Jiankai Tang, Zhang Jiang et al.2025 · 3 citationsarXiv
SensorLM: Learning the Language of Wearable Sensors2506.09108v1 · Yuwei Zhang, Kumar Ayush, Siyuan Qiao et al.2025 · 7 citationsarXiv
RADAR: Benchmarking Language Models on Imperfect Tabular Data2506.08249v2 · Ken Gu, Zhihan Zhang, Kate Lin et al.2025 · 0 citationsarXiv
LSM-2: Learning from Incomplete Wearable Sensor Data2506.05321v1 · Maxwell A. Xu, Girish Narayanswamy, Kumar Ayush et al.2025 · 1 citationarXiv
New Tools are Needed for Tracking Adherence to AI Model Behavioral Use Clauses2505.22287v1 · Daniel McDuff, Tim Korjakow, Kevin Klyman et al.2025 · 0 citationsarXiv
BehaviorSFT: Behavioral Token Conditioning for Clinical Agents Across the Proactivity Spectrum2505.21757v1 · Yubin Kim, Zhiyuan Hu, Hyewon Jeong et al.2025 · 0 citationsarXiv
VocalAgent: Large Language Models for Vocal Health Diagnostics with Safety-Aware Evaluation2505.13577v3 · Yubin Kim, Taehan Kim, Wonjune Kang et al.2025 · 1 citationarXiv
Passive Measurement of Autonomic Arousal in Real-World Settings2504.21242v1 · Samy Abdel-Ghaffar, Isaac Galatzer-Levy, Conor Heneghan et al.2025 · 0 citationsarXiv
Towards accurate differential diagnosis with large language models.40205049 · McDuff, Daniel, Schaekermann, Mike, Tu, Tao et al.2025 · 299 citationsNature. 2025;642(8067):451-457
Substance over Style: Evaluating Proactive Conversational Coaching Agents2503.19328v2 · Vidya Srinivas, Xuhai Xu, Xin Liu et al.2025 · 4 citationsarXiv
Medical Hallucination in Foundation Models and Their Impact on Healthcare10.1101/2025.02.28.25323115v2 · Kim, Y., Jeong, H., Chen, S. et al.2025 · 137 citationsmedRxiv
Camera Measurement of Blood Oxygen Saturation2503.01699v1 · Jiankai Tang, Xin Liu, Daniel McDuff et al.2025 · 0 citationsarXiv
Estimating Blood Pressure with a Camera: An Exploratory Study of Ambulatory Patients with Cardiovascular Disease2503.00890v1 · Theodore Curran, Chengqian Ma, Xin Liu et al.2025 · 0 citationsarXiv
Medical Hallucinations in Foundation Models and Their Impact on Healthcare2503.05777v2 · Yubin Kim, Hyewon Jeong, Shan Chen et al.2025 · 33 citationsarXiv
Automated loss of pulse detection on a consumer smartwatch.40010378 · Shah, Kamal, Wang, Anran, Chen, Yiwen et al.2025 · 43 citationsNature. 2025;642(8066):174-181
A Review of Deep Learning for Video Captioning.40030799 · Abdar, Moloud, Kollati, Meenakshi, Kuraparthi, Swaraja et al.2025 · 49 citationsIEEE transactions on pattern analysis and machine intelligence. 2024;PP
A Demonstration of Adaptive Collaboration of Large Language Models for Medical Decision-Making2411.00248v2 · Yubin Kim, Chanwoo Park, Hyewon Jeong et al.2024 · 1 citationarXiv
Career total: 324 works. 144 are in this corpus.Showing the 50 most recent.
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