Temporal Registration in In-Utero Volumetric MRI Time Series. - Ruizhi Liao 001; Esra Abaci Turk; Miaomiao Zhang 002; Jie Luo 003; Patricia Ellen Grant; Elfar Adalsteinsson; Polina Golland (MICCAI (3), 2016)

Frequency Diffeomorphisms for Efficient Image Registration. - Miaomiao Zhang 002; Ruizhi Liao 001; Adrian V. Dalca; Esra Abaci Turk; Jie Luo 003; Patricia Ellen Grant; Polina Golland (IPMI, 2017)

Semi-supervised Learning for Quantification of Pulmonary Edema in Chest X-Ray Images. - Ruizhi Liao 001; Jonathan Rubin; Grace Lam; Seth J. Berkowitz; Sandeep Dalal; William M. Wells III; Steven Horng; Polina Golland (CoRR, 2019)

Temporal Registration in Application to In-utero MRI Time Series. - Ruizhi Liao 001; Esra Abaci Turk; Miaomiao Zhang 002; Jie Luo 003; Elfar Adalsteinsson; Patricia Ellen Grant; Polina Golland (CoRR, 2019)

Joint Modeling of Chest Radiographs and Radiology Reports for Pulmonary Edema Assessment. - Geeticka Chauhan; Ruizhi Liao 001; William M. Wells III; Jacob Andreas; Xin Wang; Seth J. Berkowitz; Steven Horng; Peter Szolovits; Polina Golland (MICCAI (2), 2020)

Deep Learning to Quantify Pulmonary Edema in Chest Radiographs. - Steven Horng; Ruizhi Liao 001; Xin Wang; Sandeep Dalal; Polina Golland; Seth J. Berkowitz (CoRR, 2020)

DEMI: Discriminative Estimator of Mutual Information. - Ruizhi Liao 001; Daniel Moyer; Polina Golland; William M. Wells III (CoRR, 2020)

Multimodal Representation Learning via Maximization of Local Mutual Information. - Ruizhi Liao 001; Daniel Moyer; Miriam Cha; Keegan Quigley; Seth J. Berkowitz; Steven Horng; Polina Golland; William M. Wells III (MICCAI (2), 2021)

Image Classification with Consistent Supporting Evidence. - Peiqi Wang; Ruizhi Liao 001; Daniel Moyer; Seth J. Berkowitz; Steven Horng; Polina Golland (ML4H@NeurIPS, 2021)

Multimodal Representation Learning for Medical Image Analysis. - Ruizhi Liao 001 (2021)

RadTex: Learning Efficient Radiograph Representations from Text Reports. - Keegan Quigley; Miriam Cha; Ruizhi Liao 001; Geeticka Chauhan; Steven Horng; Seth J. Berkowitz; Polina Golland (REMIA@MICCAI, 2022)

Characterizing the Progression of Pulmonary Edema Severity: Can Pairwise Comparisons in Radiology Reports Help? - Stephanie M. Hu; Steven Horng; Seth J. Berkowitz; Ruizhi Liao 001; Rahul G. Krishnan; Li-Wei H. Lehman; Roger G. Mark (CinC, 2023)