Yuan Gao

PhD student, Medical Biophysics, University of Toronto

PhD student, Toronto General Hospital Research Institute, University Health Network

Joined

February 2025

Names

Yuan Gao (Preferred)

Emails

****@mail.utoronto.ca (Confirmed)

****@uwo.ca (Confirmed)

****@uhn.ca (Confirmed)

Personal Links

Homepage

Google Scholar

ORCID

Career & Education History

PhD student

Medical Biophysics, University of Toronto (utoronto.ca)

2021 – 2026

PhD student

Toronto General Hospital Research Institute, University Health Network (uhn.ca)

2021 – 2026

Advisors, Relations & Conflicts

Coauthor

Jianzhong You

2025 – Present

PhD Advisor

Chris Mcintosh

2021 – Present

Coauthor

Sangwook Kim

2021 – Present

Coauthor

David Eric Austin

2024 – 2024

Expertise

Vision-Language Pretraining

Medicine

2023 – Present

Computer Vision

Machine learning

Healthcare

2022 – Present

Time-series

Wearables

2021 – Present

Publications

X2CT-CLIP: Enable Multi-Abnormality Detection in Computed Tomography from Chest Radiography via Tri-Modal Contrastive Learning
Jianzhong You, Yuan Gao, Sangwook Kim, Chris Mcintosh
- MICCAI Workshops 2025
- Readers: Everyone
EchoingECG: An Electrocardiogram Cross-Modal Model for Echocardiogram Tasks
Yuan Gao, Sangwook Kim, Chris Mcintosh
- MICCAI 2025
- Readers: Everyone
ProbMED: A Probabilistic Framework for Medical Multimodal Binding
Yuan Gao, Sangwook Kim, Jianzhong You, Chris Mcintosh
- International Conference on Computer Vision 2025
- Readers: Everyone
Treat: A Unified Text-Guided Conditioned Deep Learning Model for Generalized Radiotherapy Treatment Planning
Sangwook Kim, Yuan Gao, Thomas G. Purdie, Chris McIntosh
- Crossref
- Readers: Everyone
Developments in Digital Wearable in Heart Failure and the Rationale for the Design of TRUE-HF (Ted Rogers Understanding of Exacerbations in Heart Failure) Apple CPET Study
Yasbanoo Moayedi, Farid Foroutan, Yuan Gao, Ben Kim, Enza De Luca, Margaret Brum, Darshan H. Brahmbhatt, Joe Duhamel, Anne Simard, Christopher McIntosh, Heather J. Ross
- Circulation: Heart Failure
- Readers: Everyone
Unlocking tomorrow’s health care: Expanding the clinical scope of wearables by applying artificial intelligence
Tina Binesh Marvasti, Yuan Gao, Kevin R Murray, Steve Hershman, Chris Mcintosh, Yasbanoo Moayedi
- Canadian Journal of Cardiology
- Readers: Everyone
MEDBind: Unifying Language and Multimodal Medical Data Embeddings
Yuan Gao, Sangwook Kim, David Eric Austin, Chris Mcintosh
- Medical Image Computing and Computer Assisted Intervention (MICCAI) Conference
- Readers: Everyone

Yuan Gao

Names

Emails

Personal Links

Career & Education History

Advisors, Relations & Conflicts

Expertise

Publications

X2CT-CLIP: Enable Multi-Abnormality Detection in Computed Tomography from Chest Radiography via Tri-Modal Contrastive Learning

EchoingECG: An Electrocardiogram Cross-Modal Model for Echocardiogram Tasks

ProbMED: A Probabilistic Framework for Medical Multimodal Binding

Treat: A Unified Text-Guided Conditioned Deep Learning Model for Generalized Radiotherapy Treatment Planning

Developments in Digital Wearable in Heart Failure and the Rationale for the Design of TRUE-HF (Ted Rogers Understanding of Exacerbations in Heart Failure) Apple CPET Study

Unlocking tomorrow’s health care: Expanding the clinical scope of wearables by applying artificial intelligence

MEDBind: Unifying Language and Multimodal Medical Data Embeddings

Co-Authors