Ji-Hyun Kim

7PUBLICATIONS
34CO-AUTHORS
Epidemiological modellingRespiratory diseasesContext learningData qualityApplications in health
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Publications (7)

|Sep 17, 2026
AI-Based Sepsis Prediction in Hospitalized Adults: Systematic Review, Subgroup Meta-Analysis, and Contextual Analysis of Clinical Burden.

|Aug 18, 2026
Value of AI in Critical Care Using Real-World Evidence on Intensive Care Unit Mortality Prediction: Cost-Utility Analysis.

|Jul 28, 2026
Determining a Clinically Applicable Cutoff in AI Algorithms for Predicting Clinical Deterioration: A Workload-Constrained, Alarm-Based Approach.

|Aug 22, 2025
Deep Learning-Based Early Warning Systems in Hospitalized Patients at Risk of Code Blue Events and Length of Stay: Retrospective Real-World Implementation Study.

Ji-Hyun Kim, Eun Young Cho, Yuhyun Choi

|Jun 20, 2025
Validation of an artificial intelligence-based algorithm for predictive performance and risk stratification of sepsis using real-world data from hospitalised patients: a prospective observational study.

Ji-Hyun Kim, KyungHyun Lee, Kwang Joon Kim

|Apr 12, 2025
Preserving Informative Presence: How Missing Data and Imputation Strategies Affect the Performance of an AI-Based Early Warning Score.

Taeyong Sim, Sangchul Hahn, Kwang-Joon Kim

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Frequent Collaborators

4 joint publications

Eun Young Cho

4 joint publications

Joo-Yun Won

4 joint publications

Ki-Byung Lee

4 joint publications

Kwang Joon Kim