| 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 | 336 | 2022 |
| ViT-V-Net: Vision Transformer for Unsupervised Volumetric Medical Image Registration J Chen, Y He, EC Frey, Y Li, Y Du Medical Imaging with Deep Learning, 2021 | 211* | 2021 |
| Transforming medical imaging with Transformers? A comparative review of key properties, current progresses, and future perspectives J Li*, J Chen*, Y Tang*, C Wang, BA Landman, SK Zhou Medical image analysis, 102762, 2023 | 165 | 2023 |
| Emotion recognition with facial expressions and physiological signals B Zhong, Z Qin, S Yang, J Chen, N Mudrick, M Taub, R Azevedo, ... 2017 IEEE symposium series on computational intelligence (SSCI), 1-8, 2017 | 46 | 2017 |
| Multi-scale cascade network for salient object detection X Li, F Yang, H Cheng, J Chen, Y Guo, L Chen Proceedings of the 25th ACM international conference on Multimedia, 439-447, 2017 | 42 | 2017 |
| Generating anthropomorphic phantoms using fully unsupervised deformable image registration with convolutional neural networks J Chen, Y Li, Y Du, EC Frey Medical physics 47 (12), 6366-6380, 2020 | 32 | 2020 |
| Spach transformer: spatial and channel-wise transformer based on local and global self-attentions for pet image denoising SI Jang, T Pan, Y Li, P Heidari, J Chen, Q Li, K Gong IEEE Transactions on Medical Imaging, 2023 | 24 | 2023 |
| Medical Image Segmentation via Unsupervised Convolutional Neural Network J Chen, EC Frey Medical Imaging with Deep Learning, 2020 | 23* | 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, ... arXiv preprint arXiv:2307.15615, 2023 | 22 | 2023 |
| Learning fuzzy clustering for SPECT/CT segmentation via convolutional neural networks J Chen, Y Li, LP Luna, HW Chung, SP Rowe, Y Du, LB Solnes, EC Frey Medical physics 48 (7), 3860-3877, 2021 | 20 | 2021 |
| A visual saliency-based method for automatic lung regions extraction in chest radiographs X Li, L Chen, J Chen 2017 14th International Computer Conference on Wavelet Active Media …, 2017 | 17 | 2017 |
| 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, 2023 | 12 | 2023 |
| Unsupervised learning of diffeomorphic image registration via transmorph J Chen, EC Frey, Y Du International Workshop on Biomedical Image Registration, 96-102, 2022 | 12 | 2022 |
| Incorporating CT prior information in the robust fuzzy C-means algorithm for QSPECT image segmentation J Chen, AK Jha, EC Frey Medical Imaging 2019: Image Processing 10949, 492-498, 2019 | 12 | 2019 |
| SwinCross: Cross‐modal Swin transformer for head‐and‐neck tumor segmentation in PET/CT images GY Li, J Chen, SI Jang, K Gong, Q Li Medical physics 51 (3), 2096-2107, 2024 | 9 | 2024 |
| DeepAMO: a multi-slice, multi-view anthropomorphic model observer for visual detection tasks performed on volume images Y Li, J Chen, JL Brown, ST Treves, X Cao, FH Fahey, G Sgouros, ... Journal of Medical Imaging 8 (4), 041204-041204, 2021 | 8 | 2021 |
| Spatially-varying Regularization with Conditional Transformer for Unsupervised Image Registration J Chen, Y Liu, Y He, Y Du arXiv preprint arXiv:2303.06168, 2023 | 5 | 2023 |
| A noise-level-aware framework for PET image denoising Y Li, J Cui, J Chen, G Zeng, S Wollenweber, F Jansen, SI Jang, K Kim, ... International Workshop on Machine Learning for Medical Image Reconstruction …, 2022 | 4 | 2022 |
| PET image denoising based on transformer: evaluations on datasets of multiple tracers SI Jang, T Pan, GY Li, J Chen, Q Li, K Gong Journal of Nuclear Medicine 63 (supplement 2), 2257-2257, 2022 | 4 | 2022 |
Eric C FreyJohns Hopkins UniversityBestätigte E-Mail-Adresse bei jhmi.edu
