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| Yu JY, Kim D, Yoon S, et al. (2024) Inter hospital external validation of interpretable machine learning based triage score for the emergency department using common data model. Scientific Reports. 14: 6666 |
| Han H, Kim DS, Kim M, et al. (2023) A Simple Bacteremia Score for Predicting Bacteremia in Patients with Suspected Infection in the Emergency Department: A Cohort Study. Journal of Personalized Medicine. 14 |
| Chang H, Kim JW, Jung W, et al. (2023) Machine learning pre-hospital real-time cardiac arrest outcome prediction (PReCAP) using time-adaptive cohort model based on the Pan-Asian Resuscitation Outcome Study. Scientific Reports. 13: 20344 |
| Chang H, Jung W, Ha J, et al. (2023) REPLY to letter " A Critical Review of Predictive Modeling with 'Latent Shock' Variable". Shock (Augusta, Ga.) |
| Kim S, Chang H, Kim T, et al. (2023) Patient Anxiety and Communication Experience in the Emergency Department: A Mobile, Web-Based, Mixed-Methods Study on Patient Isolation During the COVID-19 Pandemic. Journal of Korean Medical Science. 38: e303 |
| Chang H, Yu JY, Lee GH, et al. (2023) Clinical support system for triage based on federated learning for the Korea triage and acuity scale. Heliyon. 9: e19210 |
| Chang H, Jung W, Ha J, et al. (2023) EARLY PREDICTION OF UNEXPECTED LATENT SHOCK IN THE EMERGENCY DEPARTMENT USING VITAL SIGNS. Shock (Augusta, Ga.) |
| Yoon S, Kim T, Kang E, et al. (2023) Feasibility of patch-type wireless 12-lead electrocardiogram in laypersons. Scientific Reports. 13: 4044 |
| Park S, Chang H, Jung W, et al. (2022) Impact of the 24-hour time target policy for emergency departments in South Korea: a mixed method study in a single medical center. Bmc Health Services Research. 22: 1510 |
| Kim M, Yu J, Chang H, et al. (2022) National Surveillance of Pediatric Out-of-Hospital Cardiac Arrest in Korea: The 10-Year Trend From 2009 to 2018. Journal of Korean Medical Science. 37: e317 |