Yangming Ou

Associate Professor, Radiology, Harvard University

Joined

May 2024

Names

Yangming Ou (Preferred)

Emails

****@childrens.harvard.edu (Confirmed)

Personal Links

Homepage

Google Scholar

DBLP

Career & Education History

Associate Professor

Radiology, Harvard University (harvard.edu)

2023 – Present

Advisors, Relations & Conflicts

PhD Advisor

Christos Davatzikos

2006 – 2012

Expertise

Medical Image Analysis

2004 – Present

Artificial Intelligence

2004 – Present

Machine Learning

2004 – Present

Publications

Visual and Domain Knowledge for Professional-level Graph-of-Thought Medical Reasoning
RINA BAO, Shilong Dong, Zhenfang Chen, Sheng He, Ellen Grant, Yangming Ou
- ICML 2025 spotlightposter
- Readers: Everyone
A Self-Supervised Image Registration Approach for Measuring Local Response Patterns in Metastatic Ovarian Cancer
Inês Prata Machado, Anna Reithmeir, Fryderyk Victor Kögl, Leonardo Rundo, Gabriel Funingana, Marika Reinius, Gift Mungmeeprued, Zeyu Gao, Cathal McCague, Eric Kerfoot, Ramona Woitek, Evis Sala, Yangming Ou, James D. Brenton, Julia A. Schnabel, Mireia Crispin
- CoRR 2024
- Readers: Everyone
A Self-supervised Image Registration Approach for Measuring Local Response Patterns in Metastatic Ovarian Cancer
Inês Prata Machado, Anna Reithmeir, Fryderyk Victor Kögl, Leonardo Rundo, Gabriel Funingana, Marika Reinius, Gift Mungmeeprued, Zeyu Gao, Cathal McCague, Eric Kerfoot, Ramona Woitek, Evis Sala, Yangming Ou, James D. Brenton, Julia A. Schnabel, Mireia Crispin
- WBIR 2024
- Readers: Everyone
RCT: Relational Connectivity Transformer for Enhanced Prediction of Absolute and Residual Intelligence
Mohammad Arafat Hussain, Ellen Grant, Yangming Ou
- PRIME@MICCAI 2024
- Readers: Everyone
Tackling heterogeneity in medical federated learning via aligning vision transformers
Erfan Darzi, Yiqing Shen, Yangming Ou, Nanna Maria Sijtsema, Peter M. A. van Ooijen
- Artif. Intell. Medicine 2024
- Readers: Everyone
Challenges of implementing computer-aided diagnostic models for neuroimages in a clinical setting
Matthew Leming, Esther E. Bron, Rose Bruffaerts, Yangming Ou, Juan Eugenio Iglesias, Randy L. Gollub, Hyungsoon Im
- npj Digit. Medicine 2023
- Readers: Everyone
Segmentation ability map: Interpret deep features for medical image segmentation
Sheng He, Yanfang Feng, Patricia Ellen Grant, Yangming Ou
- Medical Image Anal. 2023
- Readers: Everyone
Accuracy of Segment-Anything Model (SAM) in medical image segmentation tasks
Sheng He, Rina Bao, Jingpeng Li, Patricia Ellen Grant, Yangming Ou
- CoRR 2023
- Readers: Everyone
U-Netmer: U-Net meets Transformer for medical image segmentation
Sheng He, Rina Bao, Patricia Ellen Grant, Yangming Ou
- CoRR 2023
- Readers: Everyone
Deep Relation Learning for Regression and Its Application to Brain Age Estimation
Sheng He, Yanfang Feng, Patricia Ellen Grant, Yangming Ou
- CoRR 2022
- Readers: Everyone

View all 42 publications

Co-Authors

View all 200 co-authors