Daniel Kim

18 papers Journal 10Unranked 8
YearRankTypeTitle / Venue / Authors
2025 J jnl
Computationally Efficient Implicit Training Strategy for Unrolled Networks (IMUNNE): A Preliminary Analysis Using Accelerated Real-Time Cardiac Cine MRI.
IEEE Trans. Biomed. Eng.
Nikolay Iakovlev, Florian Schiffers, Santiago Lopez Tapia, Daming Shen, Kyungpyo Hong, Michael Markl, Daniel C. Lee, Aggelos K. Katsaggelos, Daniel Kim
2025 — conf
Drl-Stnet⁺⁺ Uncertainty-Aware Self-Training For Cross-Modality Segmentation With Generative Translation.
ICIPW
Hui Lin, Daniel Kim, Aggelos K. Katsaggelos
2025 J jnl
Enabling Ultra-Fast Cardiovascular Imaging Across Heterogeneous Clinical Environments with a Generalist Foundation Model and Multimodal Database.
CoRR
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
2025 J jnl
Novel Self-Calibrated Threshold-Free Probabilistic Fibrosis Signature Technique for 3D Late Gadolinium Enhancement MRI.
IEEE Trans. Biomed. Eng.
Mehri Mehrnia, Eugene G. Kholmovski, Aggelos K. Katsaggelos, Daniel Kim, Rod S. Passman, Mohammed S. M. ElBaz
2025 J jnl
ScarNet: A Novel Foundation Model for Automated Myocardial Scar Quantification from LGE in Cardiac MRI.
CoRR
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
2025 J jnl
Vision-Language Enhanced Foundation Model for Semi-supervised Medical Image Segmentation.
CoRR
Jiaqi Guo, Mingzhen Li, Hanyu Su, Santiago López, Lexiaozi Fan, Daniel Kim, Aggelos K. Katsaggelos
2024 — conf
DRL-STNet: Unsupervised Domain Adaptation for Cross-Modality Medical Image Segmentation via Disentangled Representation Learning.
FLARE@MICCAI
Hui Lin, Florian Schiffers, Santiago López-Tapia, Neda Tavakoli, Daniel Kim, Aggelos K. Katsaggelos
2024 J jnl
DRL-STNet: Unsupervised Domain Adaptation for Cross-modality Medical Image Segmentation via Disentangled Representation Learning.
CoRR
Hui Lin, Florian Schiffers, Santiago López-Tapia, Neda Tavakoli, Daniel Kim, Aggelos K. Katsaggelos
2024 — conf
GenSegNet: Leveraging Synthetic Sequences and Pseudo Labels for Multi-sequence Myocardial Pathology Segmentation.
CARE@MICCAI
Hui Lin, Neda Tavakoli, Florian Schiffers, Santiago López-Tapia, Daniel Kim, Aggelos K. Katsaggelos
2023 — conf
RF-induced heating of capped and uncapped abandoned epicardial leads during MRI at 1.5 T and 3 T.
EMBC
Fuchang Jiang, Kaylee R. Henry, Bhumi Bhusal, Gregory Webster, Giorgio Bonmassar, Daniel Kim, Laleh Golestanirad
2023 — conf
Usformer: A Light Neural Network for Left Atrium Segmentation of 3D LGE MRI.
EUSIPCO
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
2022 — conf
A comparative study of MRI-induced RF heating in pediatric and adult populations with epicardial and endocardial implantable electronic devices.
EMBC
Fuchang Jiang, Bhumi Bhusal, Pia Sanpitak, Gregory Webster, Andrada Popescu, Daniel Kim, Giorgio Bonmassar, Laleh Golestanirad
2022 — conf
The Position and Orientation of the Pulse Generator Affects MRI RF Heating of Epicardial Leads in Children.
EMBC
Bhumi Bhusal, Fuchang Jiang, Daniel Kim, Kyungpyo Hong, Michael C. Monge, Gregory Webster, Giorgio Bonmassar, Laleh Golestanirad
2020 J jnl
2-Step Sparse-View CT Reconstruction with a Domain-Specific Perceptual Network.
CoRR
Haoyu Wei, Florian Schiffers, Tobias Würfl, Daming Shen, Daniel Kim, Aggelos K. Katsaggelos, Oliver Cossairt
2014 J jnl
Motion Adaptive Patch-Based Low-Rank Approach for Compressed Sensing Cardiac Cine MRI.
IEEE Trans. Medical Imaging
Huisu Yoon, Kyung Sang Kim, Daniel Kim, Yoram Bresler, Jong Chul Ye
2008 J jnl
Semiautomated Segmentation of Myocardial Contours for Fast Strain Analysis in Cine Displacement-Encoded MRI.
IEEE Trans. Medical Imaging
Ting Chen, James S. Babb, Peter Kellman, Leon Axel, Daniel Kim
2005 J jnl
Tagged magnetic resonance imaging of the heart: a survey.
Medical Image Anal.
Leon Axel, Albert Montillo, Daniel Kim
2004 — conf
Gabor Filter-Based Automated Strain Computation from Tagged MR Images.
MICCAI (2)
Tushar Manglik, Alexandru Cernicanu, Vinay S. Pai, Daniel Kim, Ting Chen, Pradnya Dugal, Bharathi Batchu, Leon Axel