DGIST Scholar: 박상현

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박상현 (Park, Sang Hyun)

ISNI Researcher ID ORCiD Scopus Google Scholar Research Gate

Department: Department of Robotics and Mechatronics Engineering

Affiliated Community: Medical Image & Signal Processing Lab

Research Interests: 컴퓨터비전; 인공지능; 의료영상처리

Website: https://sites.google.com/view/mispl

E-Mail: Click to show Email

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Issue Date	Title Author(s) Journal	View
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	54
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	37
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	55
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	417
2024-09	Unsupervised speckle noise reduction technique for clinical ultrasound imaging Jung, Dongkyu ; Kang, Myeongkyun ; Park, Sang Hyun ; Guezzi, Nizar ; Yu, Jaesok Ultrasonography, v.43, no.5, pp.327 - 344, 2024-09	44
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 Jung, Euijin ; Kong, Eunjung ; Yu, Dongwoo ; Yang, Heesung ; Chicontwe, Philip ; Park, Sang Hyun ; Jeon, Ikchan Spine Journal, v.24, no.8, pp.1467 - 1477, 2024-08	51
2024-08	Topographic analysis of retinal and choroidal vascular displacements after macular hole surgery Jeong, Areum ; Park, Hyeongjun ; Lee, Kyungmin ; Park, Sang Hyun ; Sagong, Min Scientific Reports, v.14, no.1, 2024-08	48
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	41
2024-05	Social context modulates multibrain broadband dynamics and functional brain-to-brain coupling in the group of mice Lee, Jeongyoon ; Kwak, Damhyeon ; Lee, Gwang Ung ; Kim, Chan Yeong ; Kim, Jihoon ; Park, Sang Hyun ; Choi, Jee Hyun ; Lee, Sung Q. ; Choe, Han Kyoung Scientific Reports, v.14, no.1, 2024-05	170
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	57
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	90
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	127
2023-10	Horizontal Attention Based Generation Module for Unsupervised Domain Adaptive Stereo Matching Wang, Sungjun ; Seo, Junghyun ; Jeon, Hyeonjae ; Lim, Sungjin ; Park, Sang Hyun ; Lim, Yongseob IEEE Robotics and Automation Letters, v.8, no.10, pp.6779 - 6786, 2023-10	114
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
2023-05	Uncertainty-aware semi-supervised few shot segmentation Kim, Soopil ; Chikontwe, Philip ; An, Sion ; Park, Sang Hyun Pattern Recognition, v.137, 2023-05	247
2023-04	Graph Transformer SlowFast 모델 기반의 아동 이상 행동 분석 시스템 윤창섭 ; 박상현 ; 박윤하 전자공학회논문지, v.60, no.4, pp.71 - 79, 2023-04	213
2023-04	Clinical implications of choroidal vascular brightness using ultra-widefield indocyanine green angiography in polypoidal choroidal vasculopathy Jeong, Areum ; Yao, Xue ; Lee, Kyungmin ; Park, Sang Hyun ; Sagong, Min Scientific Reports, v.13, no.1, 2023-04	154
2023-02	Smart data processing for energy harvesting systems using artificial intelligence Divya, S. ; Panda, Swati ; Hajra, Sugato ; Jeyaraj, Rathinaraja ; Paul, Anand ; Park, Sang Hyun ; Kim, Hoe Joon ; Oh, Tae Hwan Nano Energy, v.106, 2023-02	292
2023-01	A deep learning based dual encoder–decoder framework for anatomical structure segmentation in chest X-ray images Ullah, Ihsan ; Ali, Farman ; Shah, Babar ; El-Sappagh, Shaker ; Abuhmed, Tamer ; Park, Sang Hyun Scientific Reports, v.13, no.1, 2023-01	228
2023-01	Conditional GAN with 3D discriminator for MRI generation of Alzheimer's disease progression Jung, Euijin ; Luna, Miguel ; Park, Sang Hyun Pattern Recognition, v.133, 2023-01	275