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Computational and Structural Biotechnology Journal|July 24, 2026
End-to-End Pipeline Integrating Local Small Language Models and Machine Learning for Data Extraction and Stroke Outcome Prediction in Emergency DepartmentJunsu Kim, Ji Hoon Kim, Arom ChoiSensors (Basel, Switzerland)|September 23, 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 AnalysisArom Choi, Kyungsoo Chung, Sung Phil Chung, et al.Prehospital Emergency Care|July 1, 2026
Prehospital physiologic instability and in-hospital mortality among non-trauma patients with low-risk emergency department triageStephen Gyung Won Lee, Ji Hoon Kim, Arom Choi, et al.Scientific Reports|December 16, 2022
Development of a machine-learning algorithm to predict in-hospital cardiac arrest for emergency department patients using a nationwide databaseJi Hoon Kim, Arom Choi, Min Joung Kim, et al.Journal of Clinical Medicine|February 13, 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 StudyJu Hwan Choi, Arom Choi, Hanna Yoon, et al.Scientific Reports|September 27, 2024
Impact of a deep learning-based brain CT interpretation algorithm on clinical decision-making for intracranial hemorrhage in the emergency departmentSo Yeon Choi, Ji Hoon Kim, Hyun Soo Chung, et al.Plos One|April 7, 2022
Usefulness of contrast-enhanced multi-detector computed tomography in identifying upper gastrointestinal bleeding: A retrospective study of patients admitted to the emergency departmentDongju Kim, Ji Hoon Kim, Dong Ryul Ko, et al.Scientific Reports|May 26, 2023
Development of a machine learning-based clinical decision support system to predict clinical deterioration in patients visiting the emergency departmentArom Choi, So Yeon Choi, Kyungsoo Chung, et al.Yonsei Medical Journal|November 24, 2021
Changes in Clinical Characteristics among Febrile Patients Visiting the Emergency Department before and after the COVID-19 OutbreakSeung Joon Lee, Arom Choi, Hyun Wook Ryoo, et al.Scientific Reports|November 13, 2023
Effect of multimodal diagnostic approach using deep learning-based automated detection algorithm for active pulmonary tuberculosisSo Yeon Choi, Arom Choi, Song-Ee Baek, et al.Pageof 111