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Yufan He
Yufan He
Verified email at nvidia.com - Homepage
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Cited by
Year
Monai: An open-source framework for deep learning in healthcare
MJ Cardoso, W Li, R Brown, N Ma, E Kerfoot, Y Wang, B Murrey, ...
arXiv preprint arXiv:2211.02701, 2022
1992022
Transmorph: Transformer for unsupervised medical image registration
J Chen, EC Frey, Y He, WP Segars, Y Li, Y Du
Medical image analysis 82, 102615, 2022
1852022
Vit-v-net: Vision transformer for unsupervised volumetric medical image registration
J Chen, Y He, EC Frey, Y Li, Y Du
arXiv preprint arXiv:2104.06468, 2021
1312021
Dints: Differentiable neural network topology search for 3d medical image segmentation
Y He, D Yang, H Roth, C Zhao, D Xu
Proceedings of the IEEE/CVF conference on computer vision and pattern …, 2021
722021
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
702019
Autoencoder based self-supervised test-time adaptation for medical image analysis
Y He, A Carass, L Zuo, BE Dewey, JL Prince
Medical image analysis 72, 102136, 2021
692021
Whole brain segmentation and labeling from CT using synthetic MR images
C Zhao, A Carass, J Lee, Y He, JL Prince
Machine Learning in Medical Imaging: 8th International Workshop, MLMI 2017 …, 2017
672017
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
642021
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
622021
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
582019
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
552020
Retinal layer parcellation of optical coherence tomography images: Data resource for multiple sclerosis and healthy controls
Y He, A Carass, SD Solomon, S Saidha, PA Calabresi, JL Prince
Data in brief 22, 601-604, 2019
552019
Towards topological correct segmentation of macular OCT from cascaded FCNs
Y He, A Carass, Y Yun, C Zhao, BM Jedynak, SD Solomon, S Saidha, ...
Fetal, Infant and Ophthalmic Medical Image Analysis: International Workshop …, 2017
532017
Automatic cerebellum anatomical parcellation using U-Net with locally constrained optimization
S Han, A Carass, Y He, JL Prince
Neuroimage 218, 116819, 2020
522020
Parallel deep neural networks for endoscopic OCT image segmentation
D Li, J Wu, Y He, X Yao, W Yuan, D Chen, HC Park, S Yu, JL Prince, X Li
Biomedical optics express 10 (3), 1126-1135, 2019
392019
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
372021
Topology guaranteed segmentation of the human retina from OCT using convolutional neural networks
Y He, A Carass, BM Jedynak, SD Solomon, S Saidha, PA Calabresi, ...
arXiv preprint arXiv:1803.05120, 2018
362018
Self domain adapted network
Y He, A Carass, L Zuo, BE Dewey, JL Prince
Medical Image Computing and Computer Assisted Intervention–MICCAI 2020: 23rd …, 2020
332020
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
232021
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