Publications

Yuan Gao, Yasbanoo Moayedi, Farid Foroutan, et al.. "Ted Rogers understanding of exacerbations of heart failure (TRUE-HF): A prospective clinical observational study of remote monitoring with wearables." Nature Medicine, 2025.

Yuan Gao, Sangwook Kim, Jianzhong You, et al.. "ProbMed: A Probabilistic Framework for Medical Multimodal Binding." 2025.

Jianzhong You, Yuan Gao, Sangwook Kim, et al.. "X2CT-CLIP Enable Multi-Abnormality Detection in Computed Tomography from Chest Radiography via Tri-Modal Contrastive Learning." In I, 2025.

Yasbanoo Moayedi, Farid Foroutan, Yuan Gao, et al.. "Developments in Digital Wearable in Heart Failure and the Rationale for the Design of TRUE-HF Apple CPET Study." Circulation: Heart Failure, 2025.

Matthew Lee, Yuan Gao, Daniel Franklin, et al.. "Development of Deep Learning Models for Motion Artifact Mitigation in Wearable PPG Devices." In Proceedings of Biophotonics in Exercise Science, Sports Medicine, Health Monitoring Technologies, and Wearables VI, 2025.

Matthew Lee, Yuan Gao, Jonathan Wu, et al.. "Generalizable Motion Artifact Removal Transformers for Optical Wearables via Learned Orthogonal Basis Function Response (PPG-MART)." npj Digital Medicine, 2025.

Sangwook Kim, Yuan Gao, Tom Purdie, et al.. "Treat: A Unified Text-guided Conditioned Deep Learning Model for Generalized Radiotherapy Treatment Planning." 2025.

Yuan Gao, Sangwook Kim and Chris McIntosh. "EchoingECG: An Electrocardiogram Cross-Modal Model for Echocardiogram Tasks." 2025.

Tina Binesh Marvasti, Yuan Gao, Kevin R Murray, et al.. "Unlocking Tomorrow’s Health Care: Expanding the Clinical Scope of Wearables by Applying Artificial Intelligence." Canadian Journal of Cardiology, 2024.

Yuan Gao, Sangwook Kim, David E Austin, et al.. "MEDBind: Unifying Language and Multimodal Medical Data Embeddings." In arXiv preprint arXiv:2403.12894, 2024.

Yuan Gao, Sharon Miksys, Roberta M. Palmour, et al.. "The Influence of Tobacco Smoke/Nicotine on CYP2A Expression in Human and African Green Monkey Lungs." Molecular Pharmacology, vol. 98, pp. 658--668, 2020.

Maria Sancho, Yuan Gao, Bjorn O Hald, et al.. "An assessment of KIR channel function in human cerebral arteries." American Journal of Physiology-Heart and Circulatory Physiology, vol. 316, pp. H794--H800, 2019.