Ki-byung P. Lee

Chuncheon, Republic of Korea

Last Updated: 09/26/2026

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Found 14 publications

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

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

Journal: Journal of clinical medicine

Published: May 13, 2026

Deep learning models for acute kidney injury prediction: multi-center external validation and evaluation under simulated continuous monitoring conditions.

Deep learning models for acute kidney injury prediction: multi-center external validation and evaluation under simulated continuous monitoring conditions.

Journal: NPJ digital medicine

Published: February 23, 2026

Evaluating the Predictive Potential of an AI-Driven Deep Learning Model for Pneumonia-Associated Sepsis.

Evaluating the Predictive Potential of an AI-Driven Deep Learning Model for Pneumonia-Associated Sepsis.

Journal: Journal of clinical medicine

Published: January 29, 2026

Development of Labeling Algorithm for Early Prediction of Acute Kidney Injury.

Development of Labeling Algorithm for Early Prediction of Acute Kidney Injury.

Journal: Studies in health technology and informatics

Published: May 17, 2025

Comparative effectiveness and safety of colistin-based versus high-dose ampicillin/sulbactam-based combination therapy for nosocomial pneumonia caused by carbapenem-resistant Acinetobacter baumannii.

Comparative effectiveness and safety of colistin-based versus high-dose ampicillin/sulbactam-based combination therapy for nosocomial pneumonia caused by carbapenem-resistant Acinetobacter baumannii.

Journal: Antimicrobial agents and chemotherapy

Published: April 23, 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.

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

Journal: JMIR medical informatics

Published: February 12, 2025

Prospective external validation of a deep-learning-based early-warning system for major adverse events in general wards in South Korea.

Prospective external validation of a deep-learning-based early-warning system for major adverse events in general wards in South Korea.

Journal: Acute and critical care

Published: February 07, 2025

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

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

Journal: Journal of clinical medicine

Published: December 27, 2024

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.

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.

Journal: BMJ health & care informatics

Published: November 13, 2024

Retrospective study of cultural biases and their reflections among Korean medical students: a cultural hybridity perspective.

Retrospective study of cultural biases and their reflections among Korean medical students: a cultural hybridity perspective.

Journal: Korean journal of medical education

Published: October 04, 2024

Clinical prediction rule for identifying older patients with toxigenic clostridioides difficile at the time of hospital admission.

Clinical prediction rule for identifying older patients with toxigenic clostridioides difficile at the time of hospital admission.

Journal: BMC geriatrics

Published: December 17, 2022

Epidemiologic Characteristics and Clinical Significance of Respiratory Viral Infections Among Adult Patients Admitted to the Intensive Care Unit.

Epidemiologic Characteristics and Clinical Significance of Respiratory Viral Infections Among Adult Patients Admitted to the Intensive Care Unit.

Journal: Frontiers in medicine

Published: December 06, 2021

Showing 1-12 of 14

Last Updated: 09/26/2026