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Yihao Liu
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Fully convolutional boundary regression for retina OCT segmentation
Y He, A Carass, Y Liu, BM Jedynak, SD Solomon, S Saidha, PA Calabresi, ...
Medical Image Computing and Computer Assisted Intervention–MICCAI 2019: 22nd …, 2019
722019
Unsupervised MR harmonization by learning disentangled representations using information bottleneck theory
L Zuo, BE Dewey, Y Liu, Y He, SD Newsome, EM Mowry, SM Resnick, ...
NeuroImage 243, 118569, 2021
712021
Structured layer surface segmentation for retina OCT using fully convolutional regression networks
Y He, A Carass, Y Liu, BM Jedynak, SD Solomon, S Saidha, PA Calabresi, ...
Medical image analysis 68, 101856, 2021
702021
Deep learning based topology guaranteed surface and MME segmentation of multiple sclerosis subjects from retinal OCT
Y He, A Carass, Y Liu, BM Jedynak, SD Solomon, S Saidha, PA Calabresi, ...
Biomedical optics express 10 (10), 5042-5058, 2019
622019
A disentangled latent space for cross-site MRI harmonization
BE Dewey, L Zuo, A Carass, Y He, Y Liu, EM Mowry, S Newsome, J Oh, ...
International conference on medical image computing and computer-assisted …, 2020
562020
Information-based disentangled representation learning for unsupervised MR harmonization
L Zuo, BE Dewey, A Carass, Y Liu, Y He, PA Calabresi, JL Prince
International Conference on Information Processing in Medical Imaging, 346-359, 2021
382021
Layer boundary evolution method for macular OCT layer segmentation
Y Liu, A Carass, Y He, BJ Antony, A Filippatou, S Saidha, SD Solomon, ...
Biomedical optics express 10 (3), 1064-1080, 2019
302019
Evidence of subclinical quantitative retinal layer abnormalities in AQP4-IgG seropositive NMOSD
AG Filippatou, ES Vasileiou, Y He, KC Fitzgerald, G Kalaitzidis, J Lambe, ...
Multiple Sclerosis Journal 27 (11), 1738-1748, 2021
242021
Optical coherence tomography and optical coherence tomography angiography findings after optic neuritis in multiple sclerosis
OC Murphy, G Kalaitzidis, E Vasileiou, AG Filippatou, J Lambe, ...
Frontiers in Neurology 11, 618879, 2020
232020
Coordinate translator for learning deformable medical image registration
Y Liu, L Zuo, S Han, Y Xue, JL Prince, A Carass
International Workshop on Multiscale Multimodal Medical Imaging, 98-109, 2022
212022
Disentangled representation learning for OCTA vessel segmentation with limited training data
Y Liu, A Carass, L Zuo, Y He, S Han, L Gregori, S Murray, R Mishra, J Lei, ...
IEEE transactions on medical imaging 41 (12), 3686-3698, 2022
172022
Research of under-sampling technique for digital image correlation in vibration measurement
Y Liu, H Gao, J Zhuge, J Zhao
Shock & Vibration, Aircraft/Aerospace, Energy Harvesting, Acoustics & Optics …, 2017
162017
Variational intensity cross channel encoder for unsupervised vessel segmentation on OCT angiography
Y Liu, L Zuo, A Carass, Y He, A Filippatou, SD Solomon, S Saidha, ...
Medical Imaging 2020: Image Processing 11313, 206-212, 2020
132020
Multi-layer fast level set segmentation for macular OCT
Y Liu, A Carass, SD Solomon, S Saidha, PA Calabresi, JL Prince
2018 IEEE 15th International Symposium on Biomedical Imaging (ISBI 2018 …, 2018
132018
A survey on deep learning in medical image registration: New technologies, uncertainty, evaluation metrics, and beyond
J Chen, Y Liu, S Wei, Z Bian, S Subramanian, A Carass, JL Prince, Y Du
arXiv preprint arXiv:2307.15615, 2023
122023
HACA3: A unified approach for multi-site MR image harmonization
L Zuo, Y Liu, Y Xue, BE Dewey, SW Remedios, SP Hays, M Bilgel, ...
Computerized Medical Imaging and Graphics 109, 102285, 2023
102023
Label super resolution for 3d magnetic resonance images using deformable U-Net
D Liu, J Liu, Y Liu, R Tao, JL Prince, A Carass
Medical Imaging 2021: Image Processing 11596, 606-611, 2021
102021
Longitudinal deep network for consistent oct layer segmentation
Y He, A Carass, Y Liu, PA Calabresi, S Saidha, JL Prince
Biomedical optics express 14 (5), 1874-1893, 2023
92023
Cross-identity video motion retargeting with joint transformation and synthesis
H Ni, Y Liu, SX Huang, Y Xue
Proceedings of the IEEE/CVF Winter Conference on Applications of Computer …, 2023
92023
Disentangling a single MR modality
L Zuo, Y Liu, Y Xue, S Han, M Bilgel, SM Resnick, JL Prince, A Carass
MICCAI Workshop on Data Augmentation, Labelling, and Imperfections, 54-63, 2022
82022
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