Arom R. Choi

Seoul, Republic of Korea

Last Updated: 09/26/2026

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Found 22 publications

Prehospital physiologic instability and in-hospital mortality among non-trauma patients with low-risk emergency department triage.

Prehospital physiologic instability and in-hospital mortality among non-trauma patients with low-risk emergency department triage.

Journal: Prehospital emergency care

Published: July 01, 2026

Changes in emergency medical services transport time during the 2024 Korean healthcare system crisis.

Changes in emergency medical services transport time during the 2024 Korean healthcare system crisis.

Journal: The American journal of emergency medicine

Published: February 09, 2026

Impact of Violations of the Shortest Distance-Based Transport Protocol for Intra-Arrest on Clinical Outcomes in a Metropolitan City: A Large-Scale Registry Study.

Impact of Violations of the Shortest Distance-Based Transport Protocol for Intra-Arrest on Clinical Outcomes in a Metropolitan City: A Large-Scale Registry Study.

Journal: Journal of clinical medicine

Published: December 30, 2025

End-to-End Pipeline Integrating Local Small Language Models and Machine Learning for Data Extraction and Stroke Outcome Prediction in Emergency Department.

End-to-End Pipeline Integrating Local Small Language Models and Machine Learning for Data Extraction and Stroke Outcome Prediction in Emergency Department.

Journal: Computational and structural biotechnology journal

Published: November 18, 2025

TARGETED TEMPERATURE MANAGEMENT AT 36°C IMPROVES SURVIVAL AND PROTECTS TISSUES BY MITIGATING THE DELETERIOUS INFLAMMATORY RESPONSE FOLLOWING HEMORRHAGIC SHOCK.

TARGETED TEMPERATURE MANAGEMENT AT 36°C IMPROVES SURVIVAL AND PROTECTS TISSUES BY MITIGATING THE DELETERIOUS INFLAMMATORY RESPONSE FOLLOWING HEMORRHAGIC SHOCK.

Journal: Shock (Augusta, Ga.)

Published: August 26, 2024

Impact of a deep learning-based brain CT interpretation algorithm on clinical decision-making for intracranial hemorrhage in the emergency department.

Impact of a deep learning-based brain CT interpretation algorithm on clinical decision-making for intracranial hemorrhage in the emergency department.

Journal: Scientific reports

Published: June 06, 2024

A novel deep learning algorithm for real-time prediction of clinical deterioration in the emergency department for a multimodal clinical decision support system.

A novel deep learning algorithm for real-time prediction of clinical deterioration in the emergency department for a multimodal clinical decision support system.

Journal: Scientific reports

Published: May 30, 2024

Non-Linear Relationship Between Alcohol Consumption and Neurological Outcomes in Patients With Out-of-Hospital Cardiac Arrest Presenting to the Emergency Department.

Non-Linear Relationship Between Alcohol Consumption and Neurological Outcomes in Patients With Out-of-Hospital Cardiac Arrest Presenting to the Emergency Department.

Journal: Journal of Korean medical science

Published: April 27, 2024

Effect of multimodal diagnostic approach using deep learning-based automated detection algorithm for active pulmonary tuberculosis.

Effect of multimodal diagnostic approach using deep learning-based automated detection algorithm for active pulmonary tuberculosis.

Journal: Scientific reports

Published: August 22, 2023

Development of a machine learning-based clinical decision support system to predict clinical deterioration in patients visiting the emergency department.

Development of a machine learning-based clinical decision support system to predict clinical deterioration in patients visiting the emergency department.

Journal: Scientific reports

Published: January 22, 2023

Development of Prediction Models for Acute Myocardial Infarction at Prehospital Stage with Machine Learning Based on a Nationwide Database.

Development of Prediction Models for Acute Myocardial Infarction at Prehospital Stage with Machine Learning Based on a Nationwide Database.

Journal: Journal of cardiovascular development and disease

Published: October 18, 2022

Advantage of Vital Sign Monitoring Using a Wireless Wearable Device for Predicting Septic Shock in Febrile Patients in the Emergency Department: A Machine Learning-Based Analysis.

Advantage of Vital Sign Monitoring Using a Wireless Wearable Device for Predicting Septic Shock in Febrile Patients in the Emergency Department: A Machine Learning-Based Analysis.

Journal: Sensors (Basel, Switzerland)

Published: July 25, 2022

Showing 1-12 of 22

Last Updated: 09/26/2026