Daniel Kim

According to our database, Daniel Kim authored at least 18 papers between 2004 and 2025.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2025

Enabling Ultra-Fast Cardiovascular Imaging Across Heterogeneous Clinical Environments with a Generalist Foundation Model and Multimodal Database.

Zi Wang, Mingkai Huang, Zhang Shi, Hongjie Hu, Lan Lan, Hui Zhang, Yan Li, Xi Hu, Qing Lu, Zongming Zhu, Qiong Yao, Yuxiang Dai, Fanwen Wang, Yinzhe Wu, Jun Lyu, Qianqian Gao, Guangming Xu, Zhenxuan Zhang, Haosen Zhang, Qing Li, Guangming Wang, Tianxing He, Lizhen Lan, Siyue Li, Le Xue, Mengting Sun, Yuntong Lyu, Junpu Hu, Jiayu Zhu, Rizwan Ahmad, Zhengyu Bu, Xianling Qian, Guanke Cai, Ruiyu Cao, Weirui Cai, Chang Xu, Yuyang Ren, Feidan Yu, Siying Ma, Ziqiang Xu, Xinran Chen, Sha Hua, Daniel Kim, Yajing Zhang, Chen Ouyang, Wenjia Bai, Jing Qin, Yucheng Yang, Daniel Rueckert, He Wang, Qian Tao, Claudia Prieto, Michael Markl, Alistair A. Young, Lianming Wu, Shuo Wang, Chen Qin, Mengsu Zeng, Xihong Hu, Haibo Xu, Xiaobo Qu, Hao Li, Guang Yang, Chengyan Wang

CoRR, December, 2025

Vision-Language Enhanced Foundation Model for Semi-supervised Medical Image Segmentation.

Jiaqi Guo, Mingzhen Li, Hanyu Su, Santiago López, Lexiaozi Fan, Daniel Kim, Aggelos K. Katsaggelos

CoRR, November, 2025

Novel Self-Calibrated Threshold-Free Probabilistic Fibrosis Signature Technique for 3D Late Gadolinium Enhancement MRI.

Mehri Mehrnia, Eugene G. Kholmovski, Aggelos K. Katsaggelos, Daniel Kim, Rod S. Passman, Mohammed S. M. ElBaz

IEEE Trans. Biomed. Eng., March, 2025

Computationally Efficient Implicit Training Strategy for Unrolled Networks (IMUNNE): A Preliminary Analysis Using Accelerated Real-Time Cardiac Cine MRI.

Nikolay Iakovlev, Florian Schiffers, Santiago Lopez Tapia, Daming Shen, Kyungpyo Hong, Michael Markl, Daniel C. Lee, Aggelos K. Katsaggelos, Daniel Kim

IEEE Trans. Biomed. Eng., January, 2025

ScarNet: A Novel Foundation Model for Automated Myocardial Scar Quantification from LGE in Cardiac MRI.

Neda Tavakoli, Amir Ali Rahsepar, Brandon C. Benefield, Daming Shen, Santiago López-Tapia, Florian Schiffers, Jeffrey J. Goldberger, Christine M. Albert, Edwin Wu, Aggelos K. Katsaggelos, Daniel C. Lee, Daniel Kim

CoRR, January, 2025

VTransFormer: A Deep Unrolled Foundation Model for Multi-center Multimodal Accelerated Cardiac MRI Reconstruction.

Neda Tavakoli, Mingzhen Li, Santiago López-Tapia, Amir Ali Rahsepar, Aggelos K. Katsaggelos, Daniel Kim

Proceedings of the Statistical Atlases and Computational Models of the Heart. Regular and CMRxRecon Challenge Papers, 2025

Drl-Stnet⁺⁺ Uncertainty-Aware Self-Training For Cross-Modality Segmentation With Generative Translation.

Hui Lin, Daniel Kim, Aggelos K. Katsaggelos

Proceedings of the 2025 IEEE International Conference on Image Processing, ICIP 2025, 2025

2024

GenSegNet: Leveraging Synthetic Sequences and Pseudo Labels for Multi-sequence Myocardial Pathology Segmentation.

Hui Lin, Neda Tavakoli, Florian Schiffers, Santiago López-Tapia, Daniel Kim, Aggelos K. Katsaggelos

Proceedings of the Comprehensive Analysis and Computing of Real-World Medical Images, 2024

DRL-STNet: Unsupervised Domain Adaptation for Cross-Modality Medical Image Segmentation via Disentangled Representation Learning.

Hui Lin, Florian Schiffers, Santiago López-Tapia, Neda Tavakoli, Daniel Kim, Aggelos K. Katsaggelos

Proceedings of the Fast, Low-Resource, Accurate Robust Organ and Pan-cancer Segmentation, 2024

2023

Usformer: A Light Neural Network for Left Atrium Segmentation of 3D LGE MRI.

Hui Lin, Santiago Lopez Tapia, Florian Schiffers, Yunan Wu, Huili Yang, Nikolay Iakovlev, Bradley D. Allen, Ryan Avery, Daniel C. Lee, Daniel Kim, Aggelos K. Katsaggelos

Proceedings of the 31st European Signal Processing Conference, 2023

RF-induced heating of capped and uncapped abandoned epicardial leads during MRI at 1.5 T and 3 T.

Fuchang Jiang, Kaylee R. Henry, Bhumi Bhusal, Gregory Webster, Giorgio Bonmassar, Daniel Kim, Laleh Golestanirad

Proceedings of the 45th Annual International Conference of the IEEE Engineering in Medicine & Biology Society, 2023

2022

A comparative study of MRI-induced RF heating in pediatric and adult populations with epicardial and endocardial implantable electronic devices.

Fuchang Jiang, Bhumi Bhusal, Pia Sanpitak, Gregory Webster, Andrada Popescu, Daniel Kim, Giorgio Bonmassar, Laleh Golestanirad

Proceedings of the 44th Annual International Conference of the IEEE Engineering in Medicine & Biology Society, 2022

The Position and Orientation of the Pulse Generator Affects MRI RF Heating of Epicardial Leads in Children.

Bhumi Bhusal, Fuchang Jiang, Daniel Kim, Kyungpyo Hong, Michael C. Monge, Gregory Webster, Giorgio Bonmassar, Laleh Golestanirad

Proceedings of the 44th Annual International Conference of the IEEE Engineering in Medicine & Biology Society, 2022

2020

2-Step Sparse-View CT Reconstruction with a Domain-Specific Perceptual Network.

Haoyu Wei, Florian Schiffers, Tobias Würfl, Daming Shen, Daniel Kim, Aggelos K. Katsaggelos, Oliver Cossairt

CoRR, 2020

2014

Motion Adaptive Patch-Based Low-Rank Approach for Compressed Sensing Cardiac Cine MRI.

Huisu Yoon, Kyung Sang Kim, Daniel Kim, Yoram Bresler, Jong Chul Ye

IEEE Trans. Medical Imaging, 2014

2008

Semiautomated Segmentation of Myocardial Contours for Fast Strain Analysis in Cine Displacement-Encoded MRI.

Ting Chen, James S. Babb, Peter Kellman, Leon Axel, Daniel Kim

IEEE Trans. Medical Imaging, 2008

2005

Tagged magnetic resonance imaging of the heart: a survey.

Leon Axel, Albert Montillo, Daniel Kim

Medical Image Anal., 2005

2004

Gabor Filter-Based Automated Strain Computation from Tagged MR Images.

Tushar Manglik, Alexandru Cernicanu, Vinay S. Pai, Daniel Kim, Ting Chen, Pradnya Dugal, Bharathi Batchu, Leon Axel

Proceedings of the Medical Image Computing and Computer-Assisted Intervention -- MICCAI 2004, 2004