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Showing results 1 to 23 of 23
- 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 : 319
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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 : 181
- Download : 0
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- Chikontwe, Philip ;
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- Park, Sang Hyun
- 2024-10-06
- Arsalane, Wafa. (2024-10-06). Context-Guided Medical Visual Question Answering. 1st MICCAI Student Board Workshop on Empowering Medical Information Computing and Research through Early-Career Expertise, EMERGE 2024, Held in Conjunction with MICCAI 2024, 245–255. doi: 10.1007/978-3-031-79103-1_25
- Medical Image Computing and Computer Assisted Intervention Society
- View : 60
- Download : 0
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- Hong, Kyung Soo ;
- Ahn, June Hong ;
- Park, Sang Hyun
- 2021-08
- Chikontwe, Philip. (2021-08). Dual attention multiple instance learning with unsupervised complementary loss for COVID-19 screening. Medical Image Analysis, 72, 102105. doi: 10.1016/j.media.2021.102105
- Elsevier BV
- View : 497
- 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 : 486
- Download : 0
- 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
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 : 262
- Download : 0
- Kim, Soopil ;
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- Adeli, Ehsan ;
- Pohl, Kilian M. ;
- Park, Sang Hyun
- 2024-02-24
- Kim, Soopil. (2024-02-24). Few Shot Part Segmentation Reveals Compositional Logic for Industrial Anomaly Detection. AAAI Conference on Artificial Intelligence, 8591–8599. doi: 10.1609/aaai.v38i8.28703
- Association for the Advancement of Artificial Intelligence
- View : 219
- Download : 0
- Park, Yae Won ;
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- Chang, Jong Hee ;
- Park, Sang Hyun ;
- Ahn, Sung Soo
- 2025-11-19
- 30th Annual Meeting of the Society for Neuro-Oncology and 7th Quadrennial Meeting of WFNOS, pp.v273 - v274
- Society for Neuro-Oncology, World Federation of Neuro-Oncology Societies
- View : 19
- Download : 0
- Chikontwe, Philip ;
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- Park, Sang Hyun
- 2024-10-07
- Chikontwe, Philip. (2024-10-07). Low-Shot Prompt Tuning for Multiple Instance Learning Based Histology Classification. International Conference on Medical Image Computing and Computer Assisted Interventions, 285–295. doi: 10.1007/978-3-031-72083-3_27
- Medical Image Computing and Computer Assisted Intervention Society
- View : 132
- Download : 0
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- Hong, Kyung Soo ;
- Ahn, June Hong ;
- Park, Sang Hyun
- 2021-10-01
- Kang, Myeongkyun. (2021-10-01). Mixing-AdaSIN: Constructing a De-biased Dataset Using Adaptive Structural Instance Normalization and Texture Mixing. 4th International Workshop on Predictive Intelligence in Medicine (PRIME MICCAI), 37–46. doi: 10.1007/978-3-030-87602-9_4
- PRIME-MICCAI 2021 Workshop Organizers
- View : 113
- Download : 0
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- Kim, Soopil ;
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- Adeli, Ehsan ;
- Pohl, Kilian M. ;
- Park, Sang Hyun
- 2023-10-10
- Kang, Myeongkyun. (2023-10-10). One-Shot Federated Learning on Medical Data Using Knowledge Distillation with Image Synthesis and Client Model Adaptation. International Conference on Medical Image Computing and Computer Assisted Intervention, 521–531. doi: 10.1007/978-3-031-43895-0_49
- Medical Image Computing and Computer Assisted Intervention Society
- View : 190
- Download : 0
- Kang, Bogyeong ;
- Park, Sangjun ;
- Lim, Minjoo ;
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- Heo, Keunsoo ;
- Oh, Ji-hye ;
- Lee, Hyunjung ;
- Kam, Tae-Eui
- 2025-09-24
- International Conference on Medical Image Computing and Computer Assisted Interventions, pp.534 - 544
- Medical Image Computing and Computer Assisted Intervention Society
- View : 55
- Download : 0
Article
Prediction of Axial Length From Macular Optical Coherence Tomography Using Deep Learning Model
- Oh, Richul ;
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- Ahn, Jeeyun ;
- Lee, Eun Kyoung ;
- Bae, Kunho ;
- Park, Un Chul ;
- Park, Kyu Hyung ;
- Yoon, Chang Ki
- 2024-09
- Oh, Richul. (2024-09). Prediction of Axial Length From Macular Optical Coherence Tomography Using Deep Learning Model. Translational Vision Science & Technology, 13(9). doi: 10.1167/tvst.13.9.14
- Association for Research in Vision and Ophthalmology
- View : 83
- Download : 47
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- Hong, Kyung Soo ;
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- Jang, Jong Geol ;
- Park, Jongsoo ;
- Shin, Kyeong-Cheol ;
- Park, Sang Hyun ;
- Ahn, June Hong
- 2021-02
- Kang, Myeongkyun. (2021-02). Quantitative Assessment of Chest CT Patterns in COVID-19 and Bacterial Pneumonia Patients: a Deep Learning Perspective. Journal of Korean Medical Science, 36(5), 1–14. doi: 10.3346/jkms.2021.36.e46
- The Korean Academy of Medical Sciences
- View : 553
- Download : 89
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- Kim, Soopil ;
- Sagong, Min ;
- Park, Sang Hyun
- 2025-09-25
- International Conference on Medical Image Computing and Computer Assisted Interventions, pp.538 - 548
- Medical Image Computing and Computer Assisted Intervention Society
- View : 55
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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 : 278
- Download : 0
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- Kim, Soopil ;
- Chikontwe, Philip ;
- Shen, Li ;
- Park, Sang Hyun
- 2026-01
- Information Fusion, v.125
- Elsevier
- View : 3098
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- Kim, Soopil ;
- Chikontwe, Philip ;
- Shen, Li ;
- Park, Sang Hyun
- 2024-10-07
- An, Sion. (2024-10-07). Subject-Adaptive Transfer Learning Using Resting State EEG Signals for Cross-Subject EEG Motor Imagery Classification. International Conference on Medical Image Computing and Computer Assisted Interventions, 678–688. doi: 10.1007/978-3-031-72120-5_63
- Medical Image Computing and Computer Assisted Intervention Society
- View : 123
- Download : 0
- Kang, Bogyeong ;
- Nam, Hyeonyeong ;
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- Heo, Keun-Soo ;
- Lim, Minjoo ;
- Oh, Ji-Hye ;
- Kam, Tae-Eui
- 2024-11
- Kang, Bogyeong. (2024-11). Target-aware cross-modality unsupervised domain adaptation for vestibular schwannoma and cochlea segmentation. Scientific Reports, 14(1). doi: 10.1038/s41598-024-77633-x
- Nature Publishing Group
- View : 99
- Download : 24
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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 : 170
- Download : 42
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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 : 348
- Download : 0
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- Noh, Byeong-Joo ;
- Go, Heounjeong ;
- Park, Sang Hyun
- 2022-09-22
- Nam, Siwoo. (2022-09-22). Weakly-Supervised TILs Segmentation Based on Point Annotations Using Transfer Learning with Point Detector and Projected-Boundary Regressor. 5th International Workshop on Predictive Intelligence in Medicine (PRIME MICCAI), 115–125. doi: 10.1007/978-3-031-16919-9_11
- PRIME-MICCAI 2022 Organizers
- View : 93
- Download : 0
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