| 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 | 87 | 2021 |
| 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 | 81 | 2021 |
| 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 | 78 | 2019 |
| 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 | 69 | 2019 |
| 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 | 61 | 2020 |
| 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 | 45 | 2021 |
| 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 | 32 | 2019 |
| 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 | 30 | 2021 |
| 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 | 28 | 2022 |
| 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 | 24 | 2020 |
| 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 | 22 | 2023 |
| 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 | 20 | 2023 |
| 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 | 20 | 2022 |
| 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 | 17 | 2017 |
| 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 | 14 | 2023 |
| 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 | 13 | 2020 |
| 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 | 13 | 2018 |
| On finite difference jacobian computation in deformable image registration Y Liu, J Chen, S Wei, A Carass, J Prince International Journal of Computer Vision, 1-11, 2024 | 12 | 2024 |
| Deformable cross-attention transformer for medical image registration J Chen, Y Liu, Y He, Y Du International Workshop on Machine Learning in Medical Imaging, 115-125, 2023 | 12 | 2023 |
| 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 | 12 | 2023 |
Jerry L. PrinceProfessor of Electrical and Computer Engineering, Johns Hopkins UniversityBestätigte E-Mail-Adresse bei jhu.edu
