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ORCIDYihao Liu 0003
Person information
- affiliation: Johns Hopkins University, Department of Electrical and Computer Engineering, Baltimore, MD, USA
Other persons with the same name
- Yihao Liu — disambiguation page
- Yihao Liu 0001
![[0000-0001-9874-0602]](https://dblp.uni-trier.de/img/orcid-mark.12x12.png "0000-0001-9874-0602")
— Shenzhen Institute of Advanced Technology, CAS, China - Yihao Liu 0002 — Nanyang Technological University, Singapore
- Yihao Liu 0004 — Johns Hopkins University, Whiting School of Engineering, Baltimore, MD, USA
- Yihao Liu 0005 — Shenzhen Institutes of Advanced Technology, Chinese Academy of Sciences, Shenzhen, China
- Yihao Liu 0006 — Shanghai Jiao Tong University, Shanghai, China
- Yihao Liu 0007 — Zhejiang Gongshang University Hangzhou College of Commerce, China
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Journal Articles
- 2024
[j6]Yihao Liu, Junyu Chen, Shuwen Wei, Aaron Carass, Jerry L. Prince:
On Finite Difference Jacobian Computation in Deformable Image Registration. Int. J. Comput. Vis. 132(9): 3678-3688 (2024)- 2023
- [j5]Lianrui Zuo, Yihao Liu, Yuan Xue, Blake E. Dewey, Samuel W. Remedios, Savannah Hays, Murat Bilgel, Ellen M. Mowry, Scott D. Newsome, Peter A. Calabresi, Susan M. Resnick, Jerry L. Prince, Aaron Carass:
HACA3: A unified approach for multi-site MR image harmonization. Comput. Medical Imaging Graph. 109: 102285 (2023) - 2022
- [j4]Yihao Liu, Aaron Carass, Lianrui Zuo, Yufan He, Shuo Han, Lorenzo Gregori, Sean Murray, Rohit Mishra, Jianqin Lei, Peter A. Calabresi, Shiv Saidha, Jerry L. Prince:
Disentangled Representation Learning for OCTA Vessel Segmentation With Limited Training Data. IEEE Trans. Medical Imaging 41(12): 3686-3698 (2022) - 2021
- [j3]Yufan He, Aaron Carass, Yihao Liu, Bruno M. Jedynak, Sharon D. Solomon, Shiv Saidha, Peter A. Calabresi, Jerry L. Prince:
Structured layer surface segmentation for retina OCT using fully convolutional regression networks. Medical Image Anal. 68: 101856 (2021) - [j2]Lianrui Zuo, Blake E. Dewey, Yihao Liu, Yufan He, Scott D. Newsome, Ellen M. Mowry, Susan M. Resnick, Jerry L. Prince, Aaron Carass:
Unsupervised MR harmonization by learning disentangled representations using information bottleneck theory. NeuroImage 243: 118569 (2021) - 2018
- [j1]Fang Shi, Yihao Liu, Zheng Liu, Eric Li:
Prediction of pipe performance with stacking ensemble learning based approaches. J. Intell. Fuzzy Syst. 34(6): 3845-3855 (2018)
Conference and Workshop Papers
- 2024
- [c21]Junyu Chen, Yihao Liu, Shuwen Wei, Zhangxing Bian, Aaron Carass, Yong Du:
From Registration Uncertainty to Segmentation Uncertainty. ISBI 2024: 1-5 - 2023
- [c20]Yuli Wang, Anqi Feng, Yuan Xue, Lianrui Zuo, Yihao Liu, Ari M. Blitz, Mark G. Luciano, Aaron Carass, Jerry L. Prince:
Automated Ventricle Parcellation and Evan's Ratio Computation in Pre- and Post-Surgical Ventriculomegaly. ISBI 2023: 1-5 - [c19]Zhangxing Bian, Shuwen Wei, Yihao Liu, Junyu Chen, Jiachen Zhuo, Fangxu Xing, Jonghye Woo, Aaron Carass, Jerry L. Prince:
MomentaMorph: Unsupervised Spatial-Temporal Registration with Momenta, Shooting, and Correction. MTSAIL/LEAF/AI4Treat/MMMI/REMIA@MICCAI 2023: 24-34 - [c18]Shuwen Wei, Yihao Liu, Zhangxing Bian, Yuli Wang, Lianrui Zuo, Peter A. Calabresi, Shiv Saidha, Jerry L. Prince, Aaron Carass:
Recurrent Self Fusion: Iterative Denoising for Consistent Retinal OCT Segmentation. OMIA@MICCAI 2023: 42-51 - [c17]Zhangxing Bian, Fangxu Xing, Jinglun Yu, Muhan Shao, Yihao Liu, Aaron Carass, Jonghye Woo, Jerry L. Prince:
DRIMET: Deep Registration-based 3D Incompressible Motion Estimation in Tagged-MRI with Application to the Tongue. MIDL 2023: 134-150 - [c16]Yuan Xue, Lianrui Zuo, Samuel W. Remedios, Blake E. Dewey, Peiyu Duan, Yihao Liu, Rendong Zhang, Scott D. Newsome, Ellen M. Mowry, Aaron Carass, Jerry L. Prince:
Unsupervised quality assurance for brain MR image rigid registration using latent shape representation. Medical Imaging: Image Processing 2023 - [c15]Lianrui Zuo, Yuan Xue, Blake E. Dewey, Yihao Liu, Jerry L. Prince, Aaron Carass:
A latent space for unsupervised MR image quality control via artifact assessment. Medical Imaging: Image Processing 2023 - [c14]Junyu Chen, Yihao Liu, Yufan He, Yong Du:
Deformable Cross-Attention Transformer for Medical Image Registration. MLMI@MICCAI (1) 2023: 115-125 - [c13]Haomiao Ni, Yihao Liu, Sharon X. Huang, Yuan Xue:
Cross-identity Video Motion Retargeting with Joint Transformation and Synthesis. WACV 2023: 412-422 - 2022
- [c12]Lianrui Zuo, Yihao Liu, Yuan Xue, Shuo Han, Murat Bilgel, Susan M. Resnick, Jerry L. Prince, Aaron Carass:
Disentangling a Single MR Modality. DALI@MICCAI 2022: 54-63 - [c11]Yihao Liu, Lianrui Zuo, Shuo Han, Yuan Xue, Jerry L. Prince, Aaron Carass:
Coordinate Translator for Learning Deformable Medical Image Registration. MMMI@MICCAI 2022: 98-109 - [c10]Peiyu Duan, Shuo Han, Lianrui Zuo, Yang An, Yihao Liu, Ahmed Alshareef, Junghoon Lee, Aaron Carass, Susan M. Resnick, Jerry L. Prince:
Cranial meninges reconstruction based on convolutional networks and deformable models: applications to longitudinal study of normal aging. Medical Imaging: Image Processing 2022 - 2021
- [c9]Lianrui Zuo, Blake E. Dewey, Aaron Carass, Yihao Liu, Yufan He, Peter A. Calabresi, Jerry L. Prince:
Information-Based Disentangled Representation Learning for Unsupervised MR Harmonization. IPMI 2021: 346-359 - [c8]Di Liu, Jiang Liu, Yihao Liu, Ran Tao, Jerry L. Prince, Aaron Carass:
Label super resolution for 3D magnetic resonance images using deformable U-net. Medical Imaging: Image Processing 2021 - 2020
- [c7]Blake E. Dewey, Lianrui Zuo, Aaron Carass, Yufan He, Yihao Liu, Ellen M. Mowry, Scott D. Newsome, Jiwon Oh, Peter A. Calabresi, Jerry L. Prince:
A Disentangled Latent Space for Cross-Site MRI Harmonization. MICCAI (7) 2020: 720-729 - [c6]Yihao Liu, Lianrui Zuo, Aaron Carass, Yufan He, Angeliki Filippatou, Sharon D. Solomon, Shiv Saidha, Peter A. Calabresi, Jerry L. Prince:
Variational intensity cross channel encoder for unsupervised vessel segmentation on OCT angiography. Medical Imaging: Image Processing 2020: 113130Y - [c5]Yufan He, Aaron Carass, Yihao Liu, Angeliki Filippatou, Bruno M. Jedynak, Sharon D. Solomon, Shiv Saidha, Peter A. Calabresi, Jerry L. Prince:
Segmenting retinal OCT images with inter-B-scan and longitudinal information. Medical Imaging: Image Processing 2020: 113133C - [c4]Yufan He, Aaron Carass, Yihao Liu, Shiv Saidha, Peter A. Calabresi, Jerry L. Prince:
Adversarial domain adaptation for multi-device retinal OCT segmentation. Medical Imaging: Image Processing 2020: 1131309 - 2019
- [c3]Yihao Liu, Aaron Carass, Angeliki Filippatou, Yufan He, Sharon D. Solomon, Shiv Saidha, Peter A. Calabresi, Jerry L. Prince:
Projection Artifact Suppression For Inner Retina In Oct Angiography. ISBI 2019: 592-596 - [c2]Yufan He, Aaron Carass, Yihao Liu, Bruno M. Jedynak, Sharon D. Solomon, Shiv Saidha, Peter A. Calabresi, Jerry L. Prince:
Fully Convolutional Boundary Regression for Retina OCT Segmentation. MICCAI (1) 2019: 120-128 - 2018
- [c1]Yihao Liu, Aaron Carass, Sharon D. Solomon, Shiv Saidha, Peter A. Calabresi, Jerry L. Prince:
Multi-layer fast level set segmentation for macular OCT. ISBI 2018: 1445-1448
Editorship
- 2024
- [e1]Yuan Xue, Chen Chen, Chao Chen, Lianrui Zuo, Yihao Liu:
Data Augmentation, Labelling, and Imperfections - Third MICCAI Workshop, DALI 2023, Held in Conjunction with MICCAI 2023, Vancouver, BC, Canada, October 12, 2023, Proceedings. Lecture Notes in Computer Science 14379, Springer 2024, ISBN 978-3-031-58170-0 [contents]
Informal and Other Publications
- 2024
- [i13]Junyu Chen, Yihao Liu, Shuwen Wei, Zhangxing Bian, Aaron Carass, Yong Du:
From Registration Uncertainty to Segmentation Uncertainty. CoRR abs/2403.05111 (2024) - [i12]Yihao Liu, Junyu Chen, Lianrui Zuo, Aaron Carass, Jerry L. Prince:
Vector Field Attention for Deformable Image Registration. CoRR abs/2407.10209 (2024) - 2023
- [i11]Zhangxing Bian, Fangxu Xing, Jinglun Yu, Muhan Shao, Yihao Liu, Aaron Carass, Jonghye Woo, Jerry L. Prince:
Deep Unsupervised Phase-based 3D Incompressible Motion Estimation in Tagged-MRI. CoRR abs/2301.07234 (2023) - [i10]Lianrui Zuo, Yuan Xue, Blake E. Dewey, Yihao Liu, Jerry L. Prince, Aaron Carass:
A latent space for unsupervised MR image quality control via artifact assessment. CoRR abs/2302.00528 (2023) - [i9]Junyu Chen, Yihao Liu, Yufan He, Yong Du:
Spatially-varying Regularization with Conditional Transformer for Unsupervised Image Registration. CoRR abs/2303.06168 (2023) - [i8]Junyu Chen, Yihao Liu, Yufan He, Yong Du:
Deformable Cross-Attention Transformer for Medical Image Registration. CoRR abs/2303.06179 (2023) - [i7]Junyu Chen, Yihao Liu, Shuwen Wei, Zhangxing Bian, Shalini Subramanian, Aaron Carass, Jerry L. Prince, Yong Du:
A Survey on Deep Learning in Medical Image Registration: New Technologies, Uncertainty, Evaluation Metrics, and Beyond. CoRR abs/2307.15615 (2023) - [i6]Zhangxing Bian, Shuwen Wei, Yihao Liu, Junyu Chen, Jiachen Zhuo, Fangxu Xing, Jonghye Woo, Aaron Carass, Jerry L. Prince:
MomentaMorph: Unsupervised Spatial-Temporal Registration with Momenta, Shooting, and Correction. CoRR abs/2308.02949 (2023) - 2022
- [i5]Yihao Liu, Lianrui Zuo, Shuo Han, Jerry L. Prince, Aaron Carass:
Coordinate Translator for Learning Deformable Medical Image Registration. CoRR abs/2203.03626 (2022) - [i4]Lianrui Zuo, Yihao Liu, Yuan Xue, Shuo Han, Murat Bilgel, Susan M. Resnick, Jerry L. Prince, Aaron Carass:
Disentangling A Single MR Modality. CoRR abs/2205.04982 (2022) - [i3]Haomiao Ni, Yihao Liu, Sharon X. Huang, Yuan Xue:
Cross-identity Video Motion Retargeting with Joint Transformation and Synthesis. CoRR abs/2210.01559 (2022) - [i2]Lianrui Zuo, Yihao Liu, Yuan Xue, Blake E. Dewey, Murat Bilgel, Ellen M. Mowry, Scott D. Newsome, Peter A. Calabresi, Susan M. Resnick, Jerry L. Prince, Aaron Carass:
HACA3: A Unified Approach for Multi-site MR Image Harmonization. CoRR abs/2212.06065 (2022) - 2021
- [i1]Lianrui Zuo, Blake E. Dewey, Aaron Carass, Yihao Liu, Yufan He, Peter A. Calabresi, Jerry L. Prince:
Information-based Disentangled Representation Learning for Unsupervised MR Harmonization. CoRR abs/2103.13283 (2021)
Coauthor Index
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