Research output per year
Research output per year
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Dive into the research topics where Changhee Lee 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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FA-DeepMSM: a few-shot adapted interpretable multimodal survival model for improved prognostic prediction in glioblastoma
Hwang, M., Lee, J., Kim, S., Kim, M., Choi, S. H., Ahn, S. S., Lee, C. & Choi, K. S., 2026 Jan 14, In: Scientific reports. 16, 1, p. 4037 1 p.Research output: Contribution to journal › Article › peer-review
Open Access -
A machine learning-driven model predicts patient-reported dysphagia after instrumented cervical fusion
Shah, A. A., Lee, C., Bugarin, A., Devana, S. K., Upfill-Brown, A., Soohoo, N. F. & Park, D. Y., 2025, In: Artificial Intelligence Surgery. 5, 2, p. 210-220 11 p.Research output: Contribution to journal › Article › peer-review
Open Access1 Link opens in a new tab Citation (Scopus) -
A pediatric emergency prediction model using natural language process in the pediatric emergency department
Choi, A., Kim, C., Ryoo, J., Jeon, J., Cho, S., Lee, D., Kim, J., Lee, C. & Bae, W., 2025 Dec, In: Scientific reports. 15, 1, 3574.Research output: Contribution to journal › Article › peer-review
Open Access7 Link opens in a new tab Citations (Scopus) -
Enhancing multi-level cross-modal interaction with false negative-aware contrastive learning for text-video retrieval
Kim, E. & Lee, C., 2025 Sept, In: Applied Intelligence. 55, 14, 954.Research output: Contribution to journal › Article › peer-review
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Policy-based Word Subset Selection for Explaining Black-Box Language Models
Hwang, M., Lee, S. & Lee, C., 2025, 2025 16th International Conference on Information and Communication Technology Convergence, ICTC 2025. IEEE Computer Society, p. 219-224 6 p. (International Conference on ICT Convergence).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution
Press/Media
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Korea University Reports Findings in Abdominal Aortic Aneurysm (Time-to-event ensemble machine learning approach for predicting long-term survival of abdominal aortic aneurysm patients undergoing endovascular aneurysm repair)
Kim, J.-H., Seo, J. H., Choi, S. H., Choi, S. & Lee, C.
26/6/18
1 item of Media coverage
Press/Media: Press / Media
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Studies from Korea University Describe New Findings in Heart Attack (Deep language model-based early recognition of out-of-hospital cardiac arrest from real-time emergency calls)
Kim, J.-H., Seo, J. H. & Lee, C.
26/3/17
1 item of Media coverage
Press/Media: Press / Media
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Study Findings on Glioblastomas Are Outlined in Reports from Korea University (FA-DeepMSM: a few-shot adapted interpretable multimodal survival model for improved prognostic prediction in glioblastoma)
Hong, S., Choi, S. H., Choi, S. & Lee, C.
26/2/16
1 item of Media coverage
Press/Media: Press / Media
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Investigators at Korea University Report New Data on Acute Coronary Syndrome (Risk Prediction of Major Adverse Cardiovascular Events Within One Year After Percutaneous Coronary Intervention in Patients With Acute Coronary Syndrome: Machine ...)
Seo, J. H., Kim, J.-H. & Lee, C.
25/12/10
1 item of Media coverage
Press/Media: Press / Media
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Study Data from Chung-Ang University Provide New Insights into Engineering (DSG-KD: Knowledge Distillation From Domain-Specific to General Language Models)
24/10/4
1 item of Media coverage
Press/Media: Press / Media