Dongjoon Yoo

Real-time machine learning model to predict short-term mortality in critically ill patients: development and international validation

Leerang Lim, Ukdong Gim, Dongjoon Yoo et al. · Critical Care · 2024 · 55 citations · Full text

Computing, Computer Science, Health Informatics +17

Early prediction of need for invasive mechanical ventilation in the neonatal intensive care unit using artificial intelligence and electronic health records: a clinical study

Young‐A Kim, Hyeongsub Kim, Jae-Woo Choi et al. · BMC Pediatrics · 2023 · 25 citations · Full text

Computing, Computer Science, Health Informatics +17

Development and Validation of Deep-Learning-Based Sepsis and Septic Shock Early Prediction System (DeepSEPS) Using Real-World ICU Data

Taehwa Kim, Yunwon Tae, Hye Ju Yeo et al. · Journal of Clinical Medicine · 2023 · 20 citations · Full text

Veterinary Medicine, Biomedical Informatics, Health Informatics +17

Multicenter validation of a machine learning model to predict intensive care unit readmission within 48 hours after discharge

Leerang Lim, Dongjoon Yoo, Dayeon Sim et al. · EClinicalMedicine · 2025 · 17 citations · Full text

Medicine, Clinical Sciences, Clinical Decision Support +16

External Validation of Deep Learning-Based Cardiac Arrest Risk Management System for Predicting In-Hospital Cardiac Arrest in Patients Admitted to General Wards Based on Rapid Response System Operating and Nonoperating Periods: A Single-Center Study

Kwan Hyung Kim, Jae-Woo Choi, Dongjoon Yoo et al. · Critical Care Medicine · 2023 · 13 citations · Full text

Computing, Emergency Medicine, Health Informatics +17