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- Shin, Seung Yeon ;
- Kim, Soopil ;
- Park, Sang Hyun
- 2025-12
- Computers in Biology and Medicine, v.199
- Elsevier
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- Download : 0
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- 박무열 ;
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- 소정태 ;
- 정영준 ;
- Mikiko Ito ;
- 이병기 ;
- 박상현
- 2025-11
- 제어.로봇.시스템학회 논문지, v.31, no.11, pp.1240 - 1247
- 제어·로봇·시스템학회
- View : 40
- Download : 0
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- Kim, Soopil ;
- Chikontwe, Philip ;
- Shen, Li ;
- Park, Sang Hyun
- 2026-01
- Information Fusion, v.125
- Elsevier
- View : 3088
- Download : 0
Article
FedNN: Federated learning on concept drift data using weight and adaptive group normalizations
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- Kim, Soopil ;
- Jin, Kyong Hwan ;
- Adeli, Ehsan ;
- Pohl, Kilian M. ;
- Park, Sang Hyun
- 2024-05
- Kang, Myeongkyun. (2024-05). FedNN: Federated learning on concept drift data using weight and adaptive group normalizations. Pattern Recognition, 149. doi: 10.1016/j.patcog.2023.110230
- Elsevier
- View : 259
- Download : 0
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- Kim, Soopil ;
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- 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
- Download : 0
- Kim, Soopil ;
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- 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 : 312
- Download : 0
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- Kim, Meejeong ;
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- Sung, Hyun Jung ;
- Go, Heounjeong ;
- Nam, Soo Jeong ;
- Park, Sang Hyun
- 2025-01
- IEEE Transactions on Medical Imaging, v.44, no.1, pp.409 - 421
- Institute of Electrical and Electronics Engineers
- View : 226
- Download : 0
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- Lee, Hyun-Joo ;
- Lee, Suk-Joong ;
- Park, Sang Hyun
- 2025-05
- Won, Dongkyu. (2025-05). Lumbar Spinal Stenosis Grading in Multiple Level Magnetic Resonance Imaging Using Deep Convolutional Neural Networks. Global Spine Journal, 15(4), 2309–2317. doi: 10.1177/21925682241299332
- SAGE Publications
- View : 104
- Download : 8
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- Park, Sang Hyun ;
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- Yu, Jaesok
- 2024-09
- Jung, Dongkyu. (2024-09). Unsupervised speckle noise reduction technique for clinical ultrasound imaging. Ultrasonography, 43(5), 327–344. doi: 10.14366/usg.24005
- 대한초음파의학회
- View : 165
- Download : 42
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- Kim, Jaehong ;
- Kim, Soopil ;
- Chikontwe, Philip ;
- Jung, Jiwook ;
- Jeon, Hyejeong ;
- Park, Sang Hyun
- 2024-12
- An, Sion. (2024-12). Few-shot anomaly detection using positive unlabeled learning with cycle consistency and co-occurrence features. Expert Systems with Applications, 256. doi: 10.1016/j.eswa.2024.124890
- Elsevier
- View : 304
- Download : 0
Article
Topographic analysis of retinal and choroidal vascular displacements after macular hole surgery
- Jeong, Areum ;
- Park, Hyeongjun ;
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- Park, Sang Hyun ;
- Sagong, Min
- 2024-08
- Jeong, Areum. (2024-08). Topographic analysis of retinal and choroidal vascular displacements after macular hole surgery. Scientific Reports, 14(1). doi: 10.1038/s41598-024-70264-2
- Nature Publishing Group
- View : 121
- Download : 39
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- Lee, HyunKi ;
- Choi, Jinwoo ;
- Park, Sang Hyun
- 2024-11
- Ullah, Ihsan. (2024-11). Video domain adaptation for semantic segmentation using perceptual consistency matching. Neural Networks, 179. doi: 10.1016/j.neunet.2024.106505
- Elsevier
- View : 342
- Download : 0
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- Kong, Eunjung ;
- Yu, Dongwoo ;
- Yang, Heesung ;
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- Park, Sang Hyun ;
- Jeon, Ikchan
- 2024-08
- Jung, Euijin. (2024-08). Generation of synthetic PET/MR fusion images from MR images using a combination of generative adversarial networks and conditional denoising diffusion probabilistic models based on simultaneous 18F-FDG PET/MR image data of pyogenic spondylodiscitis. Spine Journal, 24(8), 1467–1477. doi: 10.1016/j.spinee.2024.04.007
- Elsevier
- View : 117
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- Kim, Soopil ;
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- 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 : 100
- Download : 0
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- Park, Sang Hyun
- 2024-03
- Luna, Miguel. (2024-03). Enhanced Nuclei Segmentation and Classification via Category Descriptors in the SAM Model. Bioengineering, 11(3). doi: 10.3390/bioengineering11030294
- MDPI
- View : 104
- Download : 45
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- Park, Sang Hyun ;
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- Choe, Han Kyoung
- 2024-05
- Lee, Jeongyoon. (2024-05). Social context modulates multibrain broadband dynamics and functional brain-to-brain coupling in the group of mice. Scientific Reports, 14(1). doi: 10.1038/s41598-024-62070-7
- Nature
- View : 314
- Download : 92
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- Park, Sang Hyun
- 2024-03
- Luna, Acevedo Miguel Andres. (2024-03). Attention guided multi-scale cluster refinement with extended field of view for amodal nuclei segmentation. Computers in Biology and Medicine, 170. doi: 10.1016/j.compbiomed.2024.108015
- Elsevier
- View : 156
- Download : 0
Article
Horizontal Attention Based Generation Module for Unsupervised Domain Adaptive Stereo Matching
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- Park, Sang Hyun ;
- Lim, Yongseob
- 2023-10
- Wang, Sungjun. (2023-10). Horizontal Attention Based Generation Module for Unsupervised Domain Adaptive Stereo Matching. IEEE Robotics and Automation Letters, 8(10), 6779–6786. doi: 10.1109/LRA.2023.3313009
- Institute of Electrical and Electronics Engineers
- View : 184
- Download : 0
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- Park, Sang Hyun
- 2023-12
- Kang, Myeongkyun. (2023-12). Structure-preserving image translation for multi-source medical image domain adaptation. Pattern Recognition, 144. doi: 10.1016/j.patcog.2023.109840
- Elsevier Ltd
- View : 274
- Download : 0
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- Hong, Kyung Soo ;
- Ahn, June Hong ;
- Park, Sang Hyun
- 2023-09
- Kang, Myeongkyun. (2023-09). Content preserving image translation with texture co-occurrence and spatial self-similarity for texture debiasing and domain adaptation. Neural Networks, 166, 722–737. doi: 10.1016/j.neunet.2023.07.049
- Elsevier
- View : 174
- Download : 0