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Conference
A Meta-Learning Approach for Medical Image Registration
  • Park, Heejung ; 
  • Lee, Gyeong Min ; 
  • Kim, Soopil ; 
  • Ryu, Ga Hyung ; 
  • Jeong, Areum ; 
  • Sagong, Min ; 
  • Park, Sang Hyun
  • 2022-03-31
  • Park, Heejung. (2022-03-31). A Meta-Learning Approach for Medical Image Registration. 19th IEEE International Symposium on Biomedical Imaging (IEEE ISBI). doi: 10.1109/ISBI52829.2022.9761512
  • IEEE Signal Processing Society
  • View : 271
  • Download : 0
Article
Communication Efficient Federated Learning for Multi-Organ Segmentation via Knowledge Distillation with Image Synthesis
  • Kim, Soopil ; 
  • Park, Heejung ; 
  • Chikontwe, Philip ; 
  • Kang, Myeongkyun ; 
  • Jin, Kyong Hwan ; 
  • Adeli, Ehsan ; 
  • Pohl, Kilian M. ; 
  • Park, Sang Hyun
  • 2025-05
  • Kim, Soopil. (2025-05). Communication Efficient Federated Learning for Multi-Organ Segmentation via Knowledge Distillation with Image Synthesis. IEEE Transactions on Medical Imaging, 44(5), 2079–2092. doi: 10.1109/TMI.2025.3525581
  • Institute of Electrical and Electronics Engineers
  • View : 514
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Article
Federated learning with knowledge distillation for multi-organ segmentation with partially labeled datasets
  • Kim, Soopil ; 
  • Park, Heejung ; 
  • Kang, Myeongkyun ; 
  • Jin, Kyong Hwan ; 
  • Adeli, Ehsan ; 
  • Pohl, Kilian M. ; 
  • Park, Sang Hyun
  • 2024-07
  • Kim, Soopil. (2024-07). Federated learning with knowledge distillation for multi-organ segmentation with partially labeled datasets. Medical Image Analysis, 95. doi: 10.1016/j.media.2024.103156
  • Elsevier
  • View : 238
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