| Learning Pixel Trajectories with Multiscale Contrastive Random Walks Z Bian, A Jabri, AA Efros, A Owens CVPR 2022, 2022 | 42 | 2022 |
| 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 Medical Image Analysis, 103385, 2024 | 35 | 2024 |
| Vascular deformation mapping for CT surveillance of thoracic aortic aneurysm growth NS Burris, Z Bian, J Dominic, J Zhong, IB Houben, TMJ van Bakel, ... Radiology 302 (1), 218-225, 2022 | 22 | 2022 |
| Segmentation of the thoracic aorta using an attention-gated U-Net J Zhong, Z Bian, CR Hatt, NS Burris Medical Imaging 2021: Computer-Aided Diagnosis 11597, 147-153, 2021 | 16 | 2021 |
| Weakly supervised vitiligo segmentation in skin image through saliency propagation Z Bian, S Xia, C Xia, M Shao 2019 IEEE International Conference on Bioinformatics and Biomedicine (BIBM …, 2019 | 15 | 2019 |
| Mask removal: Face inpainting via attributes Y Jiang, F Yang, Z Bian, C Lu, S Xia Multimedia Tools and Applications 81 (21), 29785-29797, 2022 | 12 | 2022 |
| Validation of a robust method for quantification of three‐dimensional growth of the thoracic aorta using deformable image registration Z Bian, J Zhong, J Dominic, GE Christensen, CR Hatt, NS Burris Medical Physics 49 (4), 2514-2530, 2022 | 11 | 2022 |
| Vascular Deformation Mapping of Abdominal Aortic Aneurysm DJ Braet, J Eliason, Y Ahmed, PAJ van Bakel, J Zhong, Z Bian, ... Tomography 7 (2), 189-201, 2021 | 8 | 2021 |
| Highlight removal in facial images T Zhu, S Xia, Z Bian, C Lu Pattern Recognition and Computer Vision: Third Chinese Conference, PRCV 2020 …, 2020 | 7 | 2020 |
| Label Propagation via Random Walk for Training Robust Thalamus Nuclei Parcellation Model from Noisy Annotations A Feng, Y Xue, Y Wang, C Yan, Z Bian, M Shao, J Zhuo, RP Gullapalli, ... ISBI 2023, 2023 | 6 | 2023 |
| Segmenting thalamic nuclei from manifold projections of multi-contrast MRI C Yan, M Shao, Z Bian, A Feng, Y Xue, J Zhuo, RP Gullapalli, A Carass, ... Medical Imaging 2023: Image Processing, 2023 | 6 | 2023 |
| DRIMET: Deep Registration-based 3D Incompressible Motion Estimation in Tagged-MRI with Application to the Tongue Z Bian, F Xing, J Yu, M Shao, Y Liu, A Carass, J Zhuo, J Woo, JL Prince Medical Imaging with Deep Learning, 2023 | 6* | 2023 |
| Fully automated pipeline for measurement of the thoracic aorta using joint segmentation and localization neural network S Katakol, TJ Baker, Z Bian, Y Lu, G Spahlinger, CR Hatt, NS Burris Journal of Medical Imaging 10 (5), 051810-051810, 2023 | 4 | 2023 |
| New starting point registration method for tagged MRI tongue motion estimation J Yu, M Shao, Z Bian, X Liang, J Zhuo, M Stone, JL Prince Medical Imaging 2023: Image Processing, 2023 | 4 | 2023 |
| A deformable image registration based method to assess directionality of thoracic aortic aneurysm growth Z Bian, J Zhong, CR Hatt, NS Burris Medical Imaging 2021: Image Processing 11596, 724-731, 2021 | 4 | 2021 |
| DrDisco: Deep Registration for Distortion Correction of Diffusion MRI with single phase-encoding Z Bian, M Shao, A Carass, JL Prince Medical Imaging 2023: Image Processing, 2023 | 3 | 2023 |
| Is registering raw tagged-MR enough for strain estimation in the era of deep learning? Z Bian, A Alshareef, S Wei, J Chen, Y Wang, J Woo, DL Pham, J Zhuo, ... Medical Imaging 2024: Image Processing 12926, 79-85, 2024 | 2 | 2024 |
| From Registration Uncertainty to Segmentation Uncertainty J Chen, Y Liu, S Wei, Z Bian, A Carass, Y Du arXiv preprint arXiv:2403.05111, 2024 | 2 | 2024 |
| Recurrent Self Fusion: Iterative Denoising for Consistent Retinal OCT Segmentation S Wei, Y Liu, Z Bian, Y Wang, L Zuo, PA Calabresi, S Saidha, JL Prince, ... MICCAI Workshop on Ophthalmic Medical Image Analysis, 42-51, 2023 | 2 | 2023 |
| MomentaMorph: Unsupervised Spatial-Temporal Registration with Momenta, Shooting, and Correction Z Bian, S Wei, Y Liu, J Chen, J Zhuo, F Xing, J Woo, A Carass, JL Prince International Conference on Medical Image Computing and Computer-Assisted …, 2023 | 2 | 2023 |
Jerry L. PrinceProfessor of Electrical and Computer Engineering, Johns Hopkins UniversityAdresse e-mail validée de jhu.edu