Ruizhi Liao

According to our database, Ruizhi Liao authored at least 12 papers between 2016 and 2023.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2023

Characterizing the Progression of Pulmonary Edema Severity: Can Pairwise Comparisons in Radiology Reports Help?

Stephanie M. Hu, Steven Horng, Seth J. Berkowitz, Ruizhi Liao, Rahul G. Krishnan, Li-Wei H. Lehman, Roger G. Mark

Proceedings of the Computing in Cardiology, 2023

2022

RadTex: Learning Efficient Radiograph Representations from Text Reports.

Keegan Quigley, Miriam Cha, Ruizhi Liao, Geeticka Chauhan, Steven Horng, Seth J. Berkowitz, Polina Golland

Proceedings of the Resource-Efficient Medical Image Analysis - First MICCAI Workshop, 2022

2021

Multimodal Representation Learning for Medical Image Analysis.

Ruizhi Liao

PhD thesis, 2021

Image Classification with Consistent Supporting Evidence.

Peiqi Wang, Ruizhi Liao, Daniel Moyer, Seth J. Berkowitz, Steven Horng, Polina Golland

Proceedings of the Machine Learning for Health, 2021

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

Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2021 - 24th International Conference, Strasbourg, France, September 27, 2021

2020

DEMI: Discriminative Estimator of Mutual Information.

Ruizhi Liao, Daniel Moyer, Polina Golland, William M. Wells III

CoRR, 2020

Deep Learning to Quantify Pulmonary Edema in Chest Radiographs.

Steven Horng, Ruizhi Liao, Xin Wang, Sandeep Dalal, Polina Golland, Seth J. Berkowitz

CoRR, 2020

Joint Modeling of Chest Radiographs and Radiology Reports for Pulmonary Edema Assessment.

Geeticka Chauhan, Ruizhi Liao, William M. Wells III, Jacob Andreas, Xin Wang, Seth J. Berkowitz, Steven Horng, Peter Szolovits, Polina Golland

Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2020, 2020

2019

Temporal Registration in Application to In-utero MRI Time Series.

Ruizhi Liao, Esra Abaci Turk, Miaomiao Zhang, Jie Luo, Elfar Adalsteinsson, Patricia Ellen Grant, Polina Golland

CoRR, 2019

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 M. Wells III, Steven Horng, Polina Golland

CoRR, 2019

2017

Frequency Diffeomorphisms for Efficient Image Registration.

Miaomiao Zhang, Ruizhi Liao, Adrian V. Dalca, Esra Abaci Turk, Jie Luo, Patricia Ellen Grant, Polina Golland

Proceedings of the Information Processing in Medical Imaging, 2017

2016

Temporal Registration in In-Utero Volumetric MRI Time Series.

Ruizhi Liao, Esra Abaci Turk, Miaomiao Zhang, Jie Luo, Patricia Ellen Grant, Elfar Adalsteinsson, Polina Golland

Proceedings of the Medical Image Computing and Computer-Assisted Intervention - MICCAI 2016, 2016