1. Journal Articles4

  Department of Electrical Engineering and Computer Science Image Processing Laboratory

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Article
Efficient One-shot Federated Learning on Medical Data using Knowledge Distillation with Image Synthesis and Client Model Adaptation
  • Kang, Myeongkyun ; 
  • Chikontwe, Philip ; 
  • Kim, Soopil ; 
  • Jin, Kyong Hwan ; 
  • Adeli, Ehsan ; 
  • Pohl. Kilian M. ; 
  • Park, Sang Hyun
  • 2025-10
  • Kang, Myeongkyun. (2025-10). Efficient One-shot Federated Learning on Medical Data using Knowledge Distillation with Image Synthesis and Client Model Adaptation. Medical Image Analysis, 105. doi: 10.1016/j.media.2025.103714
  • Elsevier
  • View : 481
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Article
Deep 3D reconstruction of synchrotron X-ray computed tomography for intact lungs
  • Shin, Seungjoo ; 
  • Kim, Min Woo ; 
  • Jin, Kyong Hwan ; 
  • Yi, Kwang Moo ; 
  • Kohmura, Yoshiki ; 
  • Ishikawa, Tetsuya ; 
  • Je, Jung Ho ; 
  • Park, Jaesik
  • 2023-01
  • Shin, Seungjoo. (2023-01). Deep 3D reconstruction of synchrotron X-ray computed tomography for intact lungs. Scientific Reports, 13(1). doi: 10.1038/s41598-023-27627-y
  • Nature Publishing Group
  • View : 152
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Article
Time-Dependent Deep Image Prior for Dynamic MRI
  • Yoo, Jaejun ; 
  • Jin, Kyong Hwan ; 
  • Gupta, Harshit ; 
  • Yerly, Jérôme ; 
  • Stuber, Matthias ; 
  • Unser, Michael
  • 2021-12
  • Yoo, Jaejun. (2021-12). Time-Dependent Deep Image Prior for Dynamic MRI. doi: 10.1109/TMI.2021.3084288
  • Institute of Electrical and Electronics Engineers Inc.
  • View : 481
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Article
Deep Block Transform for Autoencoders
  • Jin, Kyong Hwan
  • 2021-05
  • Jin, Kyong Hwan. (2021-05). Deep Block Transform for Autoencoders. IEEE Signal Processing Letters, 28, 1016–1019. doi: 10.1109/LSP.2021.3082031
  • Institute of Electrical and Electronics Engineers
  • View : 624
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