Ruizhi Liao

Joined

February 2019

Names

Ruizhi Liao

Emails

****@mit.edu (Confirmed)

****@163.com (Confirmed)

****@csail.mit.edu (Confirmed)

Personal Links

Homepage

Google Scholar

DBLP

Career & Education History

PhD student

Massachusetts Institute of Technology (mit.edu)

2015 – 2021

Undergrad student

Tsinghua University, Tsinghua University (tsinghua.edu.cn)

2011 – 2015

Advisors, Relations & Conflicts

Coworker

S Mazdak Abulnaga

2016 – Present

Supervisor

Polina Golland

2015 – 2020

Coauthor

Polina Golland

2016 – 2016

Coauthor

Ellen Grant

2016 – 2016

Coauthor

Ellen Grant

2016 – 2016

Coauthor

Ruizhi Liao

2010 – 2016

Expertise

Medical Image Computing

Present

Machine Learning

Present

Publications

RadTex: Learning Efficient Radiograph Representations from Text Reports
Keegan Quigley, Miriam Cha, Ruizhi Liao, Geeticka Chauhan, Steven Horng, Seth Berkowitz, Polina Golland
- MICCAI Resource Efficient Medical Image Analysis Workshop
- Readers: Everyone
Image Classification with Consistent Supporting Evidence
Peiqi Wang, Ruizhi Liao, Daniel Moyer, Seth Berkowitz, Steven Horng, Polina Golland
- 12 Aug 2023 (modified: 12 Aug 2023)
- OpenReview Archive Direct Upload
- Readers: Everyone
Multimodal Representation Learning via Maximization of Local Mutual Information
Ruizhi Liao, Daniel Moyer, Miriam Cha, Keegan Quigley, Seth J. Berkowitz, Steven Horng, Polina Golland, William M. Wells III
- 2021 (modified: 13 May 2025)
- CoRR 2021
- Readers: Everyone
DEMI: Discriminative Estimator of Mutual Information
Ruizhi Liao, Daniel Moyer, Polina Golland, William M Wells
- 28 Sept 2020 (modified: 12 Oct 2025)
- ICLR 2021 Conference Blind Submission
- Readers: Everyone
Joint Modeling of Chest Radiographs and Radiology Reports for Pulmonary Edema Assessment
Geeticka Chauhan, Ruizhi Liao, William Wells, Jacob Andreas, Xin Wang, Seth J. Berkowitz, Steven Horng, Peter Szolovits, Polina Golland
- 2020 (modified: 13 May 2025)
- MICCAI (2) 2020
- Readers: Everyone
Joint Modeling of Chest Radiographs and Radiology Reports for Pulmonary Edema Assessment
Geeticka Chauhan, Ruizhi Liao, William Wells, Jacob Andreas, Xin Wang, Seth J. Berkowitz, Steven Horng, Peter Szolovits, Polina Golland
- 2020 (modified: 13 May 2025)
- CoRR 2020
- Readers: Everyone
Deep Learning to Quantify Pulmonary Edema in Chest Radiographs
Steven Horng, Ruizhi Liao, Xin Wang, Sandeep Dalal, Polina Golland, Seth J. Berkowitz
- 2020 (modified: 10 Nov 2023)
- CoRR 2020
- Readers: Everyone
Temporal Registration in Application to In-utero MRI Time Series
Ruizhi Liao, Esra Abaci Turk, Miaomiao Zhang, Jie Luo, Elfar Adalsteinsson, P. Ellen Grant, Polina Golland
- 2019 (modified: 10 Nov 2023)
- CoRR 2019
- Readers: Everyone
Semi-supervised Learning for Quantification of Pulmonary Edema in Chest X-Ray Images
Ruizhi Liao, Jonathan Rubin, Grace Lam, Seth J. Berkowitz, Sandeep Dalal, William Wells, Steven Horng, Polina Golland
- 2019 (modified: 13 May 2025)
- CoRR 2019
- Readers: Everyone
Frequency Diffeomorphisms for Efficient Image Registration.
Miaomiao Zhang, Ruizhi Liao, Adrian V. Dalca, Esra A. Turk, Jie Luo, P. Ellen Grant, Polina Golland
- 2017 (modified: 06 May 2021)
- IPMI2017
- Readers: Everyone

View all 13 publications

Co-Authors

View all 32 co-authors