Browsing by Titles
Showing results 1 to 34 of 34
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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 : 161
- Download : 0
- Kim, Soopil ;
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- Park, Sang Hyun
- 2021-02-02
- Kim, Soopil. (2021-02-02). Bidirectional RNN-based Few Shot Learning for 3D Medical Image Segmentation. AAAI Conference on Artificial Intelligence, 1808–1816.
- Association for the Advancement of Artificial Intelligence(AAAI)
- View : 106
- Download : 0
- 2022-06-23
- Chikontwe, Philip. (2022-06-23). CAD: Co-Adapting Discriminative Features for Improved Few-Shot Classification. Computer Vision and Pattern recognition, 14534–14543. doi: 10.1109/CVPR52688.2022.01415
- IEEE Computer Society
- View : 101
- 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 : 319
- 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 : 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
Article
Dual Attention Relation Network With Fine-Tuning for Few-Shot EEG Motor Imagery Classification
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- Kim, Soopil ;
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- Park, Sang Hyun
- 2024-11
- An, Sion. (2024-11). Dual Attention Relation Network With Fine-Tuning for Few-Shot EEG Motor Imagery Classification. IEEE Transactions on Neural Networks and Learning Systems, 35(11), 15479–15493. doi: 10.1109/TNNLS.2023.3287181
- Institute of Electrical and Electronics Engineers
- View : 488
- 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
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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 : 110
- Download : 78
Article
Enhancement of Perivascular Spaces Using Densely Connected Deep Convolutional Neural Network
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- Zong, Xiaopeng ;
- Lin, Weili ;
- Shen, Dinggang ;
- Park, Sang Hyun
- 2019-02
- Jung, Euijin. (2019-02). Enhancement of Perivascular Spaces Using Densely Connected Deep Convolutional Neural Network. IEEE Access, 7, 18382–18391. doi: 10.1109/ACCESS.2019.2896911
- Institute of Electrical and Electronics Engineers Inc.
- View : 846
- Download : 292
Conference
Feature Re-calibration Based Multiple Instance Learning for Whole Slide Image Classification
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- Nam, Soo Jeong ;
- Go, Heounjeong ;
- Kim, Meejeong ;
- Sung, Hyun Jung ;
- Park, Sang Hyun
- 2022-09-20
- Chikontwe, Philip. (2022-09-20). Feature Re-calibration Based Multiple Instance Learning for Whole Slide Image Classification. International Conference on Medical Image Computing and Computer Assisted Intervention, 420–430. doi: 10.1007/978-3-031-16434-7_41
- The Medical Image Computing and Computer Assisted Intervention Society
- View : 89
- 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
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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 : 312
- Download : 0
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- Kim, Soopil ;
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- Park, Sang Hyun
- 2020-10-28
- An, Sion. (2020-10-28). Few-Shot Relation Learning with Attention for EEG-based Motor Imagery Classification. IEEE/RSJ International Conference on Intelligent Robots and Systems, 10933–10938. doi: 10.1109/IROS45743.2020.9340933
- IEEE Robotics and Automation Society
- View : 236
- 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 : 235
- Download : 0
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- Kim, Soopil ;
- Chikontwe, Philip ;
- Park, Sang Hyun
- 2024-10-07
- Nam, Siwoo. (2024-10-07). InstaSAM: Instance-Aware Segment Any Nuclei Model with Point Annotations. International Conference on Medical Image Computing and Computer Assisted Interventions, 232–242. doi: 10.1007/978-3-031-72083-3_22
- Medical Image Computing and Computer Assisted Intervention Society
- View : 112
- Download : 0
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- Park, Sang Hyun
- 2021-10-01
- Won, Dongkyu. (2021-10-01). Low-Dose CT Denoising Using Pseudo-CT Image Pairs. 4th International Workshop on Predictive Intelligence in Medicine (PRIME MICCAI), 1–10. doi: 10.1007/978-3-030-87602-9_1
- PRIME-MICCAI 2021 Workshop Organizers
- View : 209
- 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, Meejeong ;
- Nam, Soojeong ;
- Go, Heounjeong ;
- Park, Sang Hyun
- 2020-10-05
- Chikontwe, Philip. (2020-10-05). Multiple Instance Learning with Center Embeddings for Histopathology Classification. International Conference on Medical Image Computing and Computer Assisted Interventions, 519–528. doi: 10.1007/978-3-030-59722-1_50
- Springer Science and Business Media Deutschland GmbH
- View : 638
- 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
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- Park, Sang Hyun
- 2023-10-09
- Nam, Siwoo. (2023-10-09). PROnet: Point Refinement Using Shape-Guided Offset Map for Nuclei Instance Segmentation. International Conference on Medical Image Computing and Computer Assisted Intervention, 528–538. doi: 10.1007/978-3-031-43907-0_51
- The Medical Image Computing and Computer Assisted Intervention Society
- View : 155
- Download : 0
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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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- Park, Sang Hyun
- 2019-10
- Ullah, Ihsan. (2019-10). Real-time Tracking of Guidewire Robot Tips using Deep Convolutional Neural Networks on Successive Localized Frames. IEEE Access, 7, 159743–159753. doi: 10.1109/ACCESS.2019.2950263
- Institute of Electrical and Electronics Engineers Inc.
- View : 719
- Download : 391
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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
- Download : 0
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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
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- Yoon, Chang Hwan ;
- Park, Sang Hyun
- 2021-02
- Ullah, Ihsan. (2021-02). Synthesize and Segment: Towards Improved Catheter Segmentation via Adversarial Augmentation. Applied Sciences, 11(4), 1638–16. doi: 10.3390/app11041638
- MDPI AG
- View : 532
- Download : 464
- Kim, Soopil ;
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- Park, Sang Hyun
- 2020-10-17
- Kim, Soopil. (2020-10-17). Two-Step U-Nets for Brain Tumor Segmentation and Random Forest with Radiomics for Survival Time Prediction. International Conference on Medical Image Computing and Computer Assisted Interventions, 200–209. doi: 10.1007/978-3-030-46640-4_19
- Medical Image Computing and Computer Assisted Intervention Society
- View : 540
- Download : 0
- Kim, Soopil ;
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- Park, Sang Hyun
- 2023-05
- Kim, Soopil. (2023-05). Uncertainty-aware semi-supervised few shot segmentation. Pattern Recognition, 137. doi: 10.1016/j.patcog.2022.109292
- Elsevier Ltd
- View : 277
- Download : 0
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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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- Sung, Hyun Jung ;
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- Kim, Meejeong ;
- Go, Heounjeong ;
- Nam, Soo Jeong ;
- Park, Sang Hyun
- 2022-08
- Chikontwe, Philip. (2022-08). Weakly supervised segmentation on neural compressed histopathology with self-equivariant regularization. Medical Image Analysis, 80. doi: 10.1016/j.media.2022.102482
- Elsevier BV
- View : 324
- 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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