Arom Choi

7PUBLICATIONS
15CO-AUTHORS
Recordkeeping informaticsCardiology (incl. cardiovascular diseases)Medical biotechnology diagnostics (incl. biosensors)Context learningDisease surveillance
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Publications (7)

|Jul 24, 2026
End-to-End Pipeline Integrating Local Small Language Models and Machine Learning for Data Extraction and Stroke Outcome Prediction in Emergency Department.

|Feb 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 Study.

Ju Hwan Choi, Arom Choi, Hanna Yoon

|Dec 22, 2022
Development of Prediction Models for Acute Myocardial Infarction at Prehospital Stage with Machine Learning Based on a Nationwide Database.

Arom Choi, Min Joung Kim, Ji Min Sung

|Sep 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 Analysis.

Arom Choi, Kyungsoo Chung, Sung Phil Chung

|Apr 07, 2022
Usefulness of contrast-enhanced multi-detector computed tomography in identifying upper gastrointestinal bleeding: A retrospective study of patients admitted to the emergency department.

Dongju Kim, Ji Hoon Kim, Dong Ryul Ko

|Nov 24, 2021
Changes in Clinical Characteristics among Febrile Patients Visiting the Emergency Department before and after the COVID-19 Outbreak.

Seung Joon Lee, Arom Choi, Hyun Wook Ryoo

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Frequent Collaborators

5 joint publications

Ji Hoon Kim

2 joint publications

Hyeon Chang Kim

2 joint publications

Heejung Hyun

1 joint publications

Hyun Soo Chung