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Ruizhi (Ray) Liao
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Year
Frequency diffeomorphisms for efficient image registration
M Zhang, R Liao, AV Dalca, EA Turk, J Luo, PE Grant, P Golland
International conference on information processing in medical imaging, 559-570, 2017
422017
Performance of unscented Kalman filter tractography in edema: analysis of the two-tensor model
R Liao, L Ning, Z Chen, L Rigolo, S Gong, O Pasternak, AJ Golby, Y Rathi, ...
NeuroImage: Clinical 15, 819-831, 2017
322017
Joint Modeling of Chest Radiographs and Radiology Reports for Pulmonary Edema Assessment
G Chauhan*, R Liao*, W Wells, J Andreas, X Wang, S Berkowitz, S Horng, ...
International Conference on Medical Image Computing and Computer-Assisted …, 2020
252020
Temporal registration in in-utero volumetric MRI time series
R Liao, EA Turk, M Zhang, J Luo, PE Grant, E Adalsteinsson, P Golland
International Conference on Medical Image Computing and Computer-Assisted …, 2016
182016
Deep learning to quantify pulmonary edema in chest radiographs
S Horng*, R Liao*, X Wang, S Dalal, P Golland, SJ Berkowitz
Radiology: Artificial Intelligence 3 (2), e190228, 2021
152021
Semi-supervised learning for quantification of pulmonary edema in chest x-ray images
R Liao, J Rubin, G Lam, S Berkowitz, S Dalal, W Wells, S Horng, ...
arXiv preprint arXiv:1902.10785, 2019
132019
Multimodal Representation Learning via Maximization of Local Mutual Information
R Liao, D Moyer, M Cha, K Quigley, S Berkowitz, S Horng, P Golland, ...
International Conference on Medical Image Computing and Computer-Assisted …, 2021
112021
Fast registration of intraoperative ultrasound and preoperative MR images based on calibrations of 2D and 3D ultrasound probes
F Chen, R Liao, H Liao
World Congress on Medical Physics and Biomedical Engineering, June 7-12 …, 2015
62015
DEMI: discriminative estimator of mutual information
R Liao, D Moyer, P Golland, WM Wells
arXiv preprint arXiv:2010.01766, 2020
52020
Pulmonary edema severity estimation in chest radiographs using deep learning
X Wang, E Schwab, J Rubin, P Klassen, R Liao, S Berkowitz, P Golland, ...
International Conference on Medical Imaging with Deep Learning--Extended …, 2019
52019
Depth-preserving style transfer
R Liao, Y Xia, X Zhang
Massachusetts Inst. Technol., Cambridge, MA, USA, Tech. Rep, 2016
42016
Temporal registration in application to in-utero MRI time series
R Liao, EA Turk, M Zhang, J Luo, E Adalsteinsson, PE Grant, P Golland
arXiv preprint arXiv:1903.02959, 2019
22019
Image Classification with Consistent Supporting Evidence
P Wang, R Liao, D Moyer, S Berkowitz, S Horng, P Golland
Machine Learning for Health, 168-180, 2021
12021
A framework for mapping scalable human brain anatomical networks via diffusion MRI
R Liao, W Dou, M Zhang, H Chen, S Li
2016 IEEE-EMBS International Conference on Biomedical and Health Informatics …, 2016
12016
RadTex: Learning Efficient Radiograph Representations from Text Reports
K Quigley, M Cha, R Liao, G Chauhan, S Horng, S Berkowitz, P Golland
MICCAI Workshop on Resource-Efficient Medical Image Analysis, 22-31, 2022
2022
Characterizing the Progression of Pulmonary Edema Severity: Can Pairwise Comparisons in Radiology Reports Help?
S Hu, S Horng, SJ Berkowitz, R Liao, RG Krishnan, HL Li-wei, RG Mark
medRxiv, 2022
2022
Multimodal Representation Learning for Medical Image Analysis
R Liao
Massachusetts Institute of Technology, 2021
2021
International Conference on Information Processing in Medical Imaging
M Zhang, R Liao, AV Dalca, EA Turk, J Luo, PE Grant, P Golland
2017
Temporal registration for MRI time series
R Liao
Massachusetts Institute of Technology, 2017
2017
A Novel 4D Semi-automatic Segmentation Algorithm for Whole-heart 3D Cine Magnetic Resonance Imaging
R Liao, DF Pace, AJ Powell, P Golland, MH Moghari
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Articles 1–20