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Dive into the research topics where Sung-Jea Ko is active. These topic labels come from the works of this person. Together they form a unique fingerprint.
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Collaborations and top research areas from the last five years
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A Nuclei-Focused Strategy for Automated Histopathology Grading of Renal Cell Carcinoma
Cho, H., Shin, D., Uhm, K. H., Ko, S. J., Chong, Y. & Jung, S. W., 2025, In: IEEE Journal of Biomedical and Health Informatics. 29, 9, p. 6176-6185 10 p.Research output: Contribution to journal › Article › peer-review
2 Link opens in a new tab Citations (Scopus) -
3D Multi-Class Segmentation of Aortic Branches and Zones in CTA using convolutional neural networks
Thanh, B. N., Park, J. W., Choi, M., Oh, S. M., Jo, S. W., Uhm, K. H. & Ko, S. J., 2024, 2024 IEEE International Conference on Consumer Electronics-Asia, ICCE-Asia 2024. Institute of Electrical and Electronics Engineers Inc., (2024 IEEE International Conference on Consumer Electronics-Asia, ICCE-Asia 2024).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution
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Conditional Convolution Projecting Latent Vectors on Condition-Specific Space
Sagong, M. C., Yeo, Y. J., Shin, Y. G. & Ko, S. J., 2024 Jan 1, In: IEEE Transactions on Neural Networks and Learning Systems. 35, 1, p. 1386-1393 8 p., 3172512.Research output: Contribution to journal › Article › peer-review
3 Link opens in a new tab Citations (Scopus) -
Exploring 3D U-Net Training Configurations and Post-processing Strategies for the MICCAI 2023 Kidney and Tumor Segmentation Challenge
Uhm, K. H., Cho, H., Xu, Z., Lim, S., Jung, S. W., Hong, S. H. & Ko, S. J., 2024, Kidney and Kidney Tumor Segmentation - MICCAI 2023 Challenge, KiTS 2023, Held in Conjunction with MICCAI 2023, Proceedings. Heller, N., Wood, A., Weight, C., Isensee, F., Rädsch, T., Teipaul, R. & Papanikolopoulos, N. (eds.). Springer Science and Business Media Deutschland GmbH, p. 8-13 6 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 14540 LNCS).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution
5 Link opens in a new tab Citations (Scopus) -
Lesion-aware cross-phase attention network for renal tumor subtype classification on multi-phase CT scans
Uhm, K. H., Jung, S. W., Hong, S. H. & Ko, S. J., 2024 Aug, In: Computers in Biology and Medicine. 178, 108746.Research output: Contribution to journal › Article › peer-review
Open Access7 Link opens in a new tab Citations (Scopus)
Press/Media
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Knowledge Distillation-Based System for Learning of Teacher Model and Student Model
26/1/20
1 item of Media coverage
Press/Media: Press / Media
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LG Display Co Ltd and Korea University Research and Business Foundation Secure Patent for Quantum Dots, Display Apparatus Including the Same, and Method for Manufacturing the Display Apparatus
Ko, S.-J., Kim, D.-H., Lee, D. H., Oh, M. J., Kim, J. M. & Oh, M.-J.
25/12/20
1 item of Media coverage
Press/Media: Press / Media
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New Kidney Cancer Study Findings Have Been Reported by Researchers at Korea University (A Nuclei-focused Strategy for Automated Histopathology Grading of Renal Cell Carcinoma)
25/11/25
1 item of Media coverage
Press/Media: Press / Media
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Samsung Electronics Co Ltd and Research & Business Foundation Sungkyunkwan University Submit United States Patent Application for Device and Method with In-memory Computing
25/11/10
1 item of Media coverage
Press/Media: Press / Media
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AI Doctors and Surgical Robots Are Here-What's Next for Healthcare
25/11/3
1 item of Media coverage
Press/Media: Press / Media