Junyu Chen - RankMe

38 papers A* 1Journal 31Unranked 6

Year	Rank	Type	Title / Venue / Authors
2026	J	`jnl`	Solving a Nonlinear Blind Inverse Problem for Tagged MRI with Physics and Deep Generative Priors. CoRR Zhangxing Bian, Shuwen Wei, Samuel W. Remedios, Junyu Chen, Aaron Carass, Blake E. Dewey, Jerry L. Prince
2026	J	`jnl`	Unsupervised learning of spatially varying regularization for diffeomorphic image registration. Medical Image Anal. Junyu Chen, Shuwen Wei, Yihao Liu, Zhangxing Bian, Yufan He, Aaron Carass, Harrison X. Bai, Yong Du
2025	J	`jnl`	A survey on deep learning in medical image registration: New technologies, uncertainty, evaluation metrics, and beyond. Medical Image Anal. Junyu Chen, Yihao Liu, Shuwen Wei, Zhangxing Bian, Shalini Subramanian, Aaron Carass, Jerry L. Prince, Yong Du
2025	J	`jnl`	Beyond the LUMIR challenge: The pathway to foundational registration models. CoRR Junyu Chen, Shuwen Wei, Joel Honkamaa, Pekka Marttinen, Hang Zhang, Min Liu, Yichao Zhou, Zuopeng Tan, Zhuoyuan Wang, Yi Wang, Hongchao Zhou, Shunbo Hu, Yi Zhang, Qian Tao, Lukas Förner, Thomas Wendler, Bailiang Jian, Benedikt Wiestler, Tim Hable, Jin Kim, Dan Ruan, Frederic Madesta, Thilo Sentker, Wiebke Heyer, Lianrui Zuo, Yuwei Dai, Jing Wu, Jerry L. Prince, Harrison X. Bai, Yong Du, Yihao Liu, Alessa Hering, Reuben Dorent, Lasse Hansen, Mattias P. Heinrich, Aaron Carass
2025	J	`jnl`	Deep learning-derived arterial input function for dynamic brain PET. NeuroImage Junyu Chen, Zirui Jiang, Jennifer M. Coughlin, Ian Cheong, Kelly A. Mills, Martin G. Pomper, Yong Du
2025	J	`jnl`	Learn2Reg 2024: New Benchmark Datasets Driving Progress on New Challenges. CoRR Lasse Hansen, Wiebke Heyer, Christoph Großbröhmer, Frederic Madesta, Thilo Sentker, Jiazheng Wang, Yuxi Zhang, Hang Zhang, Min Liu, Junyi Wang, Xi Zhu, Yuhua Li, Liwen Wang, Daniil Morozov, Nazim Haouchine, Joel Honkamaa, Pekka Marttinen, Yichao Zhou, Zuopeng Tan, Zhuoyuan Wang, Yi Wang, Hongchao Zhou, Shunbo Hu, Yi Zhang, Qian Tao, Lukas Förner, Thomas Wendler, Bailiang Jian, Christian Wachinger, Jin Kim, Dan Ruan, Marek Wodzinski, Henning Müller, Tony C. W. Mok, Xi Jia, Jinming Duan, Mikael Brudfors, Seyed-Ahmad Ahmadi, Yunzheng Zhu, William Hsu, Tina Kapur, William M. Wells, Alexandra J. Golby, Aaron Carass, Harrison X. Bai, Yihao Liu, Perrine Paul-Gilloteaux, Joakim Lindblad, Natasa Sladoje, Andreas Walter, Junyu Chen, Reuben Dorent, Alessa Hering, Mattias P. Heinrich
2025	J	`jnl`	Pretraining Deformable Image Registration Networks with Random Images. CoRR Junyu Chen, Shuwen Wei, Yihao Liu, Aaron Carass, Yong Du
2025	J	`jnl`	Surrogate Supervision for Robust and Generalizable Deformable Image Registration. CoRR Yihao Liu, Junyu Chen, Lianrui Zuo, Shuwen Wei, Brian D. Boyd, Carmen Andreescu, Olusola Ajilore, Warren D. Taylor, Aaron Carass, Bennett A. Landman
2025	J	`jnl`	The Brain Resection Multimodal Image Registration (ReMIND2Reg) 2025 Challenge. CoRR Reuben Dorent, Laura Rigolo, Colin Galvin, Junyu Chen, Mattias P. Heinrich, Aaron Carass, Olivier Colliot, Demian Wassermann, Alexandra J. Golby, Tina Kapur, William M. Wells III
2025	—	`conf`	Unsupervised OCT Image Interpolation Using Deformable Registration and generative models. MICCAI (4) Shuwen Wei, Samuel W. Remedios, Zhangxing Bian, Shimeng Wang, Junyu Chen, Yihao Liu, Bruno Jedynak, Tin Y. A. Liu, Shiv Saidha, Peter A. Calabresi, Jerry L. Prince, Aaron Carass
2024	J	`jnl`	An Automated Deep Learning-Based Framework for Uptake Segmentation and Classification on PSMA PET/CT Imaging of Patients with Prostate Cancer. J. Imaging Inform. Medicine Yang Li, Maliha R. Imami, Linmei Zhao, Alireza Amindarolzarbi, Esther Mena, Jeffrey Leal, Junyu Chen, Andrei Gafita, Andrew F. Voter, Xin Li, Yong Du, Chengzhang Zhu, Peter L. Choyke, Beiji Zou, Zhicheng Jiao, Steven P. Rowe, Martin G. Pomper, Harrison X. Bai
2024	—	`conf`	From Registration Uncertainty to Segmentation Uncertainty. ISBI Junyu Chen, Yihao Liu, Shuwen Wei, Zhangxing Bian, Aaron Carass, Yong Du
2024	J	`jnl`	From Registration Uncertainty to Segmentation Uncertainty. CoRR Junyu Chen, Yihao Liu, Shuwen Wei, Zhangxing Bian, Aaron Carass, Yong Du
2024	J	`jnl`	Is Registering Raw Tagged-MR Enough for Strain Estimation in the Era of Deep Learning? CoRR Zhangxing Bian, Ahmed Alshareef, Shuwen Wei, Junyu Chen, Yuli Wang, Jonghye Woo, Dzung L. Pham, Jiachen Zhuo, Aaron Carass, Jerry L. Prince
2024	J	`jnl`	On Finite Difference Jacobian Computation in Deformable Image Registration. Int. J. Comput. Vis. Yihao Liu, Junyu Chen, Shuwen Wei, Aaron Carass, Jerry L. Prince
2024	J	`jnl`	Spach Transformer: Spatial and Channel-Wise Transformer Based on Local and Global Self-Attentions for PET Image Denoising. IEEE Trans. Medical Imaging Se-In Jang, Tinsu Pan, Ye Li, Pedram Heidari, Junyu Chen, Quanzheng Li, Kuang Gong
2024	J	`jnl`	Unsupervised learning of spatially varying regularization for diffeomorphic image registration. CoRR Junyu Chen, Shuwen Wei, Yihao Liu, Zhangxing Bian, Yufan He, Aaron Carass, Harrison X. Bai, Yong Du
2024	J	`jnl`	Vector Field Attention for Deformable Image Registration. CoRR Yihao Liu, Junyu Chen, Lianrui Zuo, Aaron Carass, Jerry L. Prince
2023	J	`jnl`	A Survey on Deep Learning in Medical Image Registration: New Technologies, Uncertainty, Evaluation Metrics, and Beyond. CoRR Junyu Chen, Yihao Liu, Shuwen Wei, Zhangxing Bian, Shalini Subramanian, Aaron Carass, Jerry L. Prince, Yong Du
2023	—	`conf`	Deformable Cross-Attention Transformer for Medical Image Registration. MLMI@MICCAI (1) Junyu Chen, Yihao Liu, Yufan He, Yong Du
2023	J	`jnl`	Deformable Cross-Attention Transformer for Medical Image Registration. CoRR Junyu Chen, Yihao Liu, Yufan He, Yong Du
2023	—	`conf`	MomentaMorph: Unsupervised Spatial-Temporal Registration with Momenta, Shooting, and Correction. MTSAIL/LEAF/AI4Treat/MMMI/REMIA@MICCAI Zhangxing Bian, Shuwen Wei, Yihao Liu, Junyu Chen, Jiachen Zhuo, Fangxu Xing, Jonghye Woo, Aaron Carass, Jerry L. Prince
2023	J	`jnl`	MomentaMorph: Unsupervised Spatial-Temporal Registration with Momenta, Shooting, and Correction. CoRR Zhangxing Bian, Shuwen Wei, Yihao Liu, Junyu Chen, Jiachen Zhuo, Fangxu Xing, Jonghye Woo, Aaron Carass, Jerry L. Prince
2023	J	`jnl`	Spatially-varying Regularization with Conditional Transformer for Unsupervised Image Registration. CoRR Junyu Chen, Yihao Liu, Yufan He, Yong Du
2023	J	`jnl`	SwinCross: Cross-modal Swin Transformer for Head-and-Neck Tumor Segmentation in PET/CT Images. CoRR Gary Y. Li, Junyu Chen, Se-In Jang, Kuang Gong, Quanzheng Li
2023	J	`jnl`	Transforming medical imaging with Transformers? A comparative review of key properties, current progresses, and future perspectives. Medical Image Anal. Jun Li, Junyu Chen, Yucheng Tang, Ce Wang, Bennett A. Landman, S. Kevin Zhou
2022	—	`conf`	A Noise-Level-Aware Framework for PET Image Denoising. MLMIR@MICCAI Ye Li, Jianan Cui, Junyu Chen, Guodong Zeng, Scott D. Wollenweber, Floris Jansen, Se-In Jang, Kyung Sang Kim, Kuang Gong, Quanzheng Li
2022	J	`jnl`	A Noise-level-aware Framework for PET Image Denoising. CoRR Ye Li, Jianan Cui, Junyu Chen, Guodong Zeng, Scott D. Wollenweber, Floris Jansen, Se-In Jang, Kyung Sang Kim, Kuang Gong, Quanzheng Li
2022	J	`jnl`	Investigation of Network Architecture for Multimodal Head-and-Neck Tumor Segmentation. CoRR Ye Li, Junyu Chen, Se-In Jang, Kuang Gong, Quanzheng Li
2022	J	`jnl`	Spach Transformer: Spatial and Channel-wise Transformer Based on Local and Global Self-attentions for PET Image Denoising. CoRR Se-In Jang, Tinsu Pan, Ye Li, Pedram Heidari, Junyu Chen, Quanzheng Li, Kuang Gong
2022	J	`jnl`	TransMorph: Transformer for unsupervised medical image registration. Medical Image Anal. Junyu Chen, Eric C. Frey, Yufan He, William Paul Segars, Ye Li, Yong Du
2022	J	`jnl`	Transforming medical imaging with Transformers? A comparative review of key properties, current progresses, and future perspectives. CoRR Jun Li, Junyu Chen, Yucheng Tang, Ce Wang, Bennett A. Landman, S. Kevin Zhou
2022	—	`conf`	Unsupervised Learning of Diffeomorphic Image Registration via TransMorph. WBIR Junyu Chen, Eric C. Frey, Yong Du
2021	J	`jnl`	Learning Fuzzy Clustering for SPECT/CT Segmentation via Convolutional Neural Networks. CoRR Junyu Chen, Ye Li, Licia P. Luna, Hyun Woo Chung, Steven P. Rowe, Yong Du, Lilja B. Solnes, Eric C. Frey
2021	J	`jnl`	TransMorph: Transformer for unsupervised medical image registration. CoRR Junyu Chen, Yong Du, Yufan He, William Paul Segars, Ye Li, Eric C. Frey
2021	J	`jnl`	ViT-V-Net: Vision Transformer for Unsupervised Volumetric Medical Image Registration. CoRR Junyu Chen, Yufan He, Eric C. Frey, Ye Li, Yong Du
2019	J	`jnl`	Generating Patient-like Phantoms Using Fully Unsupervised Deformable Image Registration with Convolutional Neural Networks. CoRR Junyu Chen, Ye Li, Eric C. Frey
2017	A*	`conf`	Multi-Scale Cascade Network for Salient Object Detection. ACM Multimedia Xin Li, Fan Yang, Hong Cheng, Junyu Chen, Yuxiao Guo, Leiting Chen