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Showing results 1 to 15 of 15

Issue Date	Title Author(s) Journal	View
2022-03-31	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 19th IEEE International Symposium on Biomedical Imaging (IEEE ISBI), 2022-03-31	116
2021-02-02	Bidirectional RNN-based Few Shot Learning for 3D Medical Image Segmentation Kim, Soopil ; An, Sion ; Chikontwe, Philip ; Park, Sang Hyun AAAI Conference on Artificial Intelligence, pp.1808 - 1816, 2021-02-02	49
2022-06-23	CAD: Co-Adapting Discriminative Features for Improved Few-Shot Classification Chikontwe, Philip ; Kim, Soopil ; Park, Sang Hyun Computer Vision and Pattern recognition, pp.14534 - 14543, 2022-06-23	65
2025-05	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 IEEE Transactions on Medical Imaging, v.44, no.5, pp.2079 - 2092, 2025-05	19
2020-04	Comparison of Diagnostic Performance of Two-Dimensional and Three-Dimensional Fractal Dimension and Lacunarity Analyses for Predicting the Meningioma Grade Kim, Soopil ; Park, Yae Won ; Park, Sang Hyun ; Ahn, Sung Soo ; Chang, Jong Hee ; Kim, Se Hoon ; Lee, Seung-Koo Brain Tumor Research and Treatment, v.8, no.1, pp.36 - 42, 2020-04	93
2024-11	Dual Attention Relation Network With Fine-Tuning for Few-Shot EEG Motor Imagery Classification An, Sion ; Kim, Soopil ; Chikontwe, Philip ; Park, Sang Hyun IEEE Transactions on Neural Networks and Learning Systems, v.35, no.11, pp.15479 - 15493, 2024-11	418
2024-07	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 Medical Image Analysis, v.95, 2024-07	42
2024-02-24	Few Shot Part Segmentation Reveals Compositional Logic for Industrial Anomaly Detection Kim, Soopil ; An, Sion ; Chikontwe, Philip ; Kang, Myeongkyun ; Adeli, Ehsan ; Pohl, Kilian M. ; Park, Sang Hyun AAAI Conference on Artificial Intelligence, pp.8591 - 8599, 2024-02-24	46
2024-12	Few-shot anomaly detection using positive unlabeled learning with cycle consistency and co-occurrence features An, Sion ; Kim, Jaehong ; Kim, Soopil ; Chikontwe, Philip ; Jung, Jiwook ; Jeon, Hyejeong ; Park, Sang Hyun Expert Systems with Applications, v.256, 2024-12	40
2024-10-07	InstaSAM: Instance-Aware Segment Any Nuclei Model with Point Annotations Nam, Siwoo ; Namgung, Hyun ; Jeong, Jaehoon ; Luna, Miguel ; Kim, Soopil ; Chikontwe, Philip ; Park, Sang Hyun International Conference on Medical Image Computing and Computer Assisted Interventions, pp.232 - 242, 2024-10-07	43
2020-08	Magnetic resonance imaging–based 3-dimensional fractal dimension and lacunarity analyses may predict the meningioma grade Park, Yae Won ; Kim, Soopil ; Ahn, Sung Soo ; Han, Kyunghwa ; Kang, Seok-Gu ; Chang, Jong Hee ; Kim, Se Hoon ; Lee, Seung-Koo ; Park, Sang Hyun European Radiology, v.30, no.8, pp.4615 - 4622, 2020-08	649
2023-10-10	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 International Conference on Medical Image Computing and Computer Assisted Intervention, pp.521 - 531, 2023-10-10	127
2024-10-07	Subject-Adaptive Transfer Learning Using Resting State EEG Signals for Cross-Subject EEG Motor Imagery Classification An, Sion ; Kang, Myeongkyun ; Kim, Soopil ; Chikontwe, Philip ; Shen, Li ; Park, Sang Hyun International Conference on Medical Image Computing and Computer Assisted Interventions, pp.678 - 688, 2024-10-07	51
2020-10-17	Two-Step U-Nets for Brain Tumor Segmentation and Random Forest with Radiomics for Survival Time Prediction Kim, Soopil ; Luna, Acevedo Miguel Andres ; Chikontwe, Philip ; Park, Sang Hyun International Conference on Medical Image Computing and Computer Assisted Interventions, pp.200 - 209, 2020-10-17	476
2023-05	Uncertainty-aware semi-supervised few shot segmentation Kim, Soopil ; Chikontwe, Philip ; An, Sion ; Park, Sang Hyun Pattern Recognition, v.137, 2023-05	250

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