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Showing results 1 to 29 of 29

Issue Date	Title Author(s) Journal	View
2024-03	Attention guided multi-scale cluster refinement with extended field of view for amodal nuclei segmentation Luna, Acevedo Miguel Andres ; Chikontwe, Philip ; Nam, Siwoo ; Park, Sang Hyun Computers in Biology and Medicine, v.170, 2024-03	93
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
2023-09	Content preserving image translation with texture co-occurrence and spatial self-similarity for texture debiasing and domain adaptation Kang, Myeongkyun ; Won, Dongkyu ; Luna, Acevedo Miguel Andres ; Chikontwe, Philip ; Hong, Kyung Soo ; Ahn, June Hong ; Park, Sang Hyun Neural Networks, v.166, pp.722 - 737, 2023-09	119
2021-08	Dual attention multiple instance learning with unsupervised complementary loss for COVID-19 screening Chikontwe, Philip ; Luna, Acevedo Miguel Andres ; Kang, Myeongkyun ; Hong, Kyung Soo ; Ahn, June Hong ; Park, Sang Hyun Medical Image Analysis, v.72, pp.102105, 2021-08	374
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
2024-03	Enhanced Nuclei Segmentation and Classification via Category Descriptors in the SAM Model Luna, Miguel ; Chikontwe, Philip ; Park, Sang Hyun Bioengineering, v.11, no.3, 2024-03	59
2019-02	Enhancement of Perivascular Spaces Using Densely Connected Deep Convolutional Neural Network Jung, Euijin ; Chikontwe, Philip ; Zong, Xiaopeng ; Lin, Weili ; Shen, Dinggang ; Park, Sang Hyun IEEE Access, v.7, pp.18382 - 18391, 2019-02	660
2022-09-20	Feature Re-calibration Based Multiple Instance Learning for Whole Slide Image Classification Chikontwe, Philip ; Nam, Soo Jeong ; Go, Heounjeong ; Kim, Meejeong ; Sung, Hyun Jung ; Park, Sang Hyun International Conference on Medical Image Computing and Computer Assisted Intervention, pp.420 - 430, 2022-09-20	64
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	44
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
2025-01	FR-MIL: Distribution Re-Calibration-Based Multiple Instance Learning With Transformer for Whole Slide Image Classification Chikontwe, Philip ; Kim, Meejeong ; Jeong, Jaehoon ; Sung, Hyun Jung ; Go, Heounjeong ; Nam, Soo Jeong ; Park, Sang Hyun IEEE Transactions on Medical Imaging, v.44, no.1, pp.409 - 421, 2025-01	56
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
2024-10-07	Low-Shot Prompt Tuning for Multiple Instance Learning Based Histology Classification Chikontwe, Philip ; Kang, Myeongkyun ; Luna, Acevedo Miguel Andres ; Nam, Siwoo ; Park, Sang Hyun International Conference on Medical Image Computing and Computer Assisted Interventions, pp.285 - 295, 2024-10-07	36
2021-10-01	Mixing-AdaSIN: Constructing a De-biased Dataset Using Adaptive Structural Instance Normalization and Texture Mixing Kang, Myeongkyun ; Chikontwe, Philip ; Luna, Acevedo Miguel Andres ; Hong, Kyung Soo ; Ahn, June Hong ; Park, Sang Hyun 4th International Workshop on Predictive Intelligence in Medicine, PRIME 2021, held in conjunction with 24th International Conference on Medical Image Computing and Computer Assisted Intervention, MICCAI 2021, pp.37 - 46, 2021-10-01	57
2020-10-05	Multiple Instance Learning with Center Embeddings for Histopathology Classification Chikontwe, Philip ; Kim, Meejeong ; Nam, Soojeong ; Go, Heounjeong ; Park, Sang Hyun International Conference on Medical Image Computing and Computer Assisted Interventions, pp.519 - 528, 2020-10-05	585
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
2023-10-09	PROnet: Point Refinement Using Shape-Guided Offset Map for Nuclei Instance Segmentation Nam, Siwoo ; Jeong, Jaehoon ; Luna, Acevedo Miguel Andres ; Chikontwe, Philip ; Park, Sang Hyun International Conference on Medical Image Computing and Computer Assisted Intervention, pp.528 - 538, 2023-10-09	81
2021-02	Quantitative Assessment of Chest CT Patterns in COVID-19 and Bacterial Pneumonia Patients: a Deep Learning Perspective Kang, Myeongkyun ; Hong, Kyung Soo ; Chikontwe, Philip ; Luna, Acevedo Miguel Andres ; Jang, Jong Geol ; Park, Jongsoo ; Shin, Kyeong-Cheol ; Park, Sang Hyun ; Ahn, June Hong Journal of Korean Medical Science, v.36, no.5, pp.1 - 14, 2021-02	475
2019-10	Real-time Tracking of Guidewire Robot Tips using Deep Convolutional Neural Networks on Successive Localized Frames Ullah, Ihsan ; Chikontwe, Philip ; Park, Sang Hyun Institute of Electrical and Electronics Engineers Inc., 2019-10	591
2023-12	Structure-preserving image translation for multi-source medical image domain adaptation Kang, Myeongkyun ; Chikontwe, Philip ; Won, Dongkyu ; Luna, Acevedo Miguel Andres ; Park, Sang Hyun Pattern Recognition, v.144, 2023-12	129
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
2021-02	Synthesize and Segment: Towards Improved Catheter Segmentation via Adversarial Augmentation Ullah, Ihsan ; Chikontwe, Philip ; Choi, Hongsoo ; Yoon, Chang Hwan ; Park, Sang Hyun Applied Sciences, v.11, no.4, pp.1638 - 16, 2021-02	453
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
2024-11	Video domain adaptation for semantic segmentation using perceptual consistency matching Ullah, Ihsan ; An, Sion ; Kang, Myeongkyun ; Chikontwe, Philip ; Lee, HyunKi ; Choi, Jinwoo ; Park, Sang Hyun Neural Networks, v.179, 2024-11	57
2022-08	Weakly supervised segmentation on neural compressed histopathology with self-equivariant regularization Chikontwe, Philip ; Sung, Hyun Jung ; Jeong, Jaehoon ; Kim, Meejeong ; Go, Heounjeong ; Nam, Soo Jeong ; Park, Sang Hyun Medical Image Analysis, v.80, 2022-08	241
2022-09-22	Weakly-Supervised TILs Segmentation Based on Point Annotations Using Transfer Learning with Point Detector and Projected-Boundary Regressor Nam, Siwoo ; Kang, Myeongkyun ; Won, Dongkyu ; Chikontwe, Philip ; Noh, Byeong-Joo ; Go, Heounjeong ; Park, Sang Hyun 5th International Workshop on Predictive Intelligence in Medicine (PRIME MICCAI), pp.115 - 125, 2022-09-22	67