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Junyu Chen
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Cited by
Year
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
1902022
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
145*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
1022023
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
412017
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
412017
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
242020
Medical Image Segmentation via Unsupervised Convolutional Neural Network
J Chen, EC Frey
Medical Imaging with Deep Learning, 2020
20*2020
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
172017
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
162021
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
12*2023
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
122019
Unsupervised learning of diffeomorphic image registration via transmorph
J Chen, EC Frey, Y Du
International Workshop on Biomedical Image Registration, 96-102, 2022
92022
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
82023
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
62024
On Finite Difference Jacobian Computation in Deformable Image Registration
Y Liu, J Chen, S Wei, A Carass, J Prince
arXiv preprint arXiv:2212.06060, 2022
52022
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
52021
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
42023
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
32022
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
32022
Targeted Gradient Descent: A Novel Method for Convolutional Neural Networks Fine-tuning and Online-learning
J Chen, E Asma, C Chan
Medical Image Computing and Computer Assisted Intervention–MICCAI 2021: 24th …, 2021
32021
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Articles 1–20