Daniel McDuff

Gemma 4 Technical Report

Gemma Team, Sherif El Abd, Vaibhav Aggarwal, Robin Algayres, et al., Daniel McDuff. Technical report.

Passive heart-rate monitoring during smartphone use in everyday life

Shun Liao, Paolo Di Achille, Jiang Wu, Silviu Borac, et al., Daniel McDuff. Nature.

Insulin resistance prediction from wearables and routine blood biomarkers

Ahmed A. Metwally, A. Ali Heydari, Daniel McDuff, Alexandru Solot, et al. Nature.

Transforming wearable data into personal health insights using large language model agents

Mike A. Merrill, Akshay Paruchuri, Naghmeh Rezaei, et al., Daniel McDuff, Xin Liu. Nature Communications.

A scalable framework for evaluating health language models

Neil Mallinar, A. Ali Heydari, Xin Liu, et al., Daniel McDuff, Ahmed A. Metwally. npj Digital Medicine.

Towards accurate differential diagnosis with large language models

Daniel McDuff, Mike Schaekermann, Tao Tu, Anil Palepu, et al. Nature.

Scaling Wearable Foundation Models

Girish Narayanswamy, Xin Liu, Kumar Ayush, Yuzhe Yang, et al., Daniel McDuff. ICLR.

SensorLM: Learning the Language of Wearable Sensors

Yuwei Zhang, Kumar Ayush, Siyuan Qiao, A. Ali Heydari, et al., Daniel McDuff, Yuzhe Yang. NeurIPS.

Smartphone use in a large US adult population: Temporal associations between objective measures of usage and mental well-being

Ari Winbush, Daniel McDuff, John Hernandez, Andrew Barakat, et al. PNAS.

Gemini 2.5: Pushing the Frontier with Advanced Reasoning, Multimodality, Long Context, and Next Generation Agentic Capabilities

Google Gemini Team. Technical report.

Non-Contact Health Monitoring During Daily Personal Care Routines

Xulin Ma, Jiankai Tang, Zhang Jiang, et al., Daniel McDuff. Computer vision for remote physiological sensing.

Multi-Task Temporal Shift Attention Networks for On-Device Contactless Vitals Measurement

Xin Liu, Josh Fromm, Shwetak N. Patel, Daniel McDuff. NeurIPS.

DeepPhys: Video-Based Physiological Measurement Using Convolutional Attention Networks

Weixuan Chen, Daniel McDuff. ECCV.

COGCAM: Contact-free Measurement of Cognitive Stress During Computer Tasks with a Digital Camera

Daniel J. McDuff, Javier Hernandez, Sarah Gontarek, Rosalind W. Picard. CHI.

Predicting Ad Liking and Purchase Intent: Large-Scale Analysis of Facial Responses to Ads

Daniel McDuff, Rana el Kaliouby, Jeffrey F. Cohn, Rosalind W. Picard. IEEE Transactions on Affective Computing.

Affectiva-MIT Facial Expression Dataset (AM-FED): Naturalistic and Spontaneous Facial Expressions Collected In-the-Wild

Daniel McDuff, Rana el Kaliouby, Thibaud Senechal, May Amr, Jeffrey F. Cohn, Rosalind Picard. CVPR Workshops.

Advancements in Noncontact, Multiparameter Physiological Measurements Using a Webcam

Ming-Zher Poh, Daniel J. McDuff, Rosalind W. Picard. IEEE Transactions on Biomedical Engineering.