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Yihao Liu

Johns Hopkins Medicine

7H-index
18Paper Count
385Citation Count
Published Papers 9
Publication Date
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Incubating Artificial Intelligence (AI) Initiatives and Careers in Dermatology
errJournal of Investigative Dermatology
IF5.7
err2026-04-01
err0
PREAI
errShannon Wongvibulsin; Clare A. Primiero; Adewole S. Adamson; Catarina Barata; Brigid Betz-Stablein; M. Emre Celebi; Benoit Dawant; Pascale Guitera; Kristen M. Kelly; Harald Kittler; Kivanc Kose; Bennett Landman; Julia S. Lehman; Yihao Liu; Andrew McNeil; Josep Malvehy; Lara V. Maul; Aimee S. Payne; Inga Saknite; Yevgeniy R. Semenov
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UNISELF: A Unified Network with Instance Normalization and Self-Ensembled Lesion Fusion for Multiple Sclerosis Lesion Segmentation
errMedical Image Analysis
IF11.8
err2026-01-20
err0
errOAAI
errJinwei Zhang; Lianrui Zuo; Blake E. Dewey; Samuel W. Remedios; Yihao Liu; Savannah P. Hays; Dzung L. Pham; Ellen M. Mowry; Scott D. Newsome; Peter A. Calabresi; Shiv Saidha; Aaron Carass; Jerry L. Prince
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errSave
Synthetic multi-inversion time magnetic resonance images for visualization of subcortical structures
errJournal of Medical Imaging
IF1.7
err2026-01-01
err0
PREAI
errHays, Savannah P.; Zuo, Lianrui; Feng, Anqi; Liu, Yihao; Dewey, Blake E.; Zhuo, Jiachen; Mowry, Ellen M.; Newsome, Scott D.; Prince, Jerry L.; Carass, Aaron
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errSave
Unsupervised OCT Image Interpolation Using Deformable Registration and generative models
errMEDICAL IMAGE COMPUTING AND COMPUTER ASSISTED INTERVENTION - MICCAI 2025, PT IV
IF0
err2026-01-01
err0
PREAI
errWei, Shuwen; Remedios, Samuel W.; Bian, Zhangxing; Wang, Shimeng; Chen, Junyu; Liu, Yihao; Jedynak, Bruno; Liu, Tin Y. A.; Saidha, Shiv; Calabresi, Peter A.; Prince, Jerry L.; Carass, Aaron
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errSave
Unsupervised learning of spatially varying regularization for diffeomorphic image registration
errMedical Image Analysis
IF11.8
err2025-11-24
err0
PREAI
errJunyu Chen; Shuwen Wei; Yihao Liu; Zhangxing Bian; Yufan He; Aaron Carass; Harrison Bai; Yong Du
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errSave
A survey on deep learning in medical image registration: New technologies, uncertainty, evaluation metrics, and beyond
errMEDICAL IMAGE ANALYSIS
IF11.8
err2025-02-01
err0
errOAAI
errChen, Junyu; Liu, Yihao; Wei, Shuwen; Bian, Zhangxing; Subramanian, Shalini; Carass, Aaron; Prince, Jerry L.; Du, Yong
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On Finite Difference Jacobian Computation in Deformable Image Registration
errINTERNATIONAL JOURNAL OF COMPUTER VISION
IF9.3
err2024-04-18
err0
errOAAI
errLiu, Yihao; Chen, Junyu; Wei, Shuwen; Carass, Aaron; Prince, Jerry
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errSave
HACA3: A unified approach for multi-site MR image harmonization
errCOMPUTERIZED MEDICAL IMAGING AND GRAPHICS
IF4.9
err2023-10-01
err14
errOAAI
errZuo, Lianrui; Liu, Yihao; Xue, Yuan; Dewey, Blake E.; Remedios, Samuel W.; Hays, Savannah P.; Bilgel, Murat; Mowry, Ellen M.; Newsome, Scott D.; Calabresi, Peter A.; Resnick, Susan M.; Prince, Jerry L.; Carass, Aaron
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errSave
Disentangled Representation Learning for OCTA Vessel Segmentation With Limited Training Data
errIEEE TRANSACTIONS ON MEDICAL IMAGING
IF9.8
err2022-12-01
err13
errOAAI
errLiu, Yihao; Carass, Aaron; Zuo, Lianrui; He, Yufan; Han, Shuo; Gregori, Lorenzo; Murray, Sean; Mishra, Rohit; Lei, Jianqin; Calabresi, Peter A.; Saidha, Shiv; Prince, Jerry L.
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errSave

Research Directions

No research directions
Co-authors
Cooperation Journals
S
Susan M. Resnick
H-index: 116 · Papers: 920
P
Peter A. Calabresi
H-index: 111 · Papers: 916
J
Josep Malvehy
H-index: 84 · Papers: 724
J
Jerry L. Prince
H-index: 79 · Papers: 869
B
Bennett A. Landman
H-index: 68 · Papers: 946
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