Hong-jae Choi

Seoul, Republic of Korea

Last Updated: 09/26/2026

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Found 10 publications

Time-to-event ensemble machine learning approach for predicting long-term survival of abdominal aortic aneurysm patients undergoing endovascular aneurysm repair.

Time-to-event ensemble machine learning approach for predicting long-term survival of abdominal aortic aneurysm patients undergoing endovascular aneurysm repair.

Journal: PloS one

Published: November 22, 2025

Deep language model-based early recognition of out-of-hospital cardiac arrest from real-time emergency calls.

Deep language model-based early recognition of out-of-hospital cardiac arrest from real-time emergency calls.

Journal: NPJ digital medicine

Published: November 07, 2025

Development of a long-term survival prediction model for patients undergoing invasive coronary angiography using ensemble-based machine learning in time-to-event analysis.

Development of a long-term survival prediction model for patients undergoing invasive coronary angiography using ensemble-based machine learning in time-to-event analysis.

Journal: Heart & lung : the journal of critical care

Published: September 05, 2025

Risk Prediction of Major Adverse Cardiovascular Events Within One Year After Percutaneous Coronary Intervention in Patients With Acute Coronary Syndrome: Machine Learning-Based Time-to-Event Analysis.

Risk Prediction of Major Adverse Cardiovascular Events Within One Year After Percutaneous Coronary Intervention in Patients With Acute Coronary Syndrome: Machine Learning-Based Time-to-Event Analysis.

Journal: JMIR medical informatics

Published: August 03, 2025

Deep learning algorithm for predicting rapid progression of abdominal aortic aneurysm by integrating CT images and clinical features.

Deep learning algorithm for predicting rapid progression of abdominal aortic aneurysm by integrating CT images and clinical features.

Journal: Scientific reports

Published: April 06, 2025

Association Between Health Insurance Type and Survival Outcomes: Insight Into the Impact of Socioeconomic Disparities in the Postoperative Outcomes of Abdominal Aortic Aneurysm in Korea.

Association Between Health Insurance Type and Survival Outcomes: Insight Into the Impact of Socioeconomic Disparities in the Postoperative Outcomes of Abdominal Aortic Aneurysm in Korea.

Journal: Journal of Korean medical science

Published: December 14, 2024

Development of a Predictive Model for Survival Over Time in Patients With Out-of-Hospital Cardiac Arrest Using Ensemble-Based Machine Learning.

Development of a Predictive Model for Survival Over Time in Patients With Out-of-Hospital Cardiac Arrest Using Ensemble-Based Machine Learning.

Journal: Computers, informatics, nursing : CIN

Published: September 09, 2024

Association between postoperative atrial fibrillation after coronary artery bypass grafting and short-term clinical outcomes.

Association between postoperative atrial fibrillation after coronary artery bypass grafting and short-term clinical outcomes.

Journal: BMC cardiovascular disorders

Published: August 29, 2024

The effects of a 24-week interactive text message-based mobile health intervention for enhancing self-care behaviours of patients with heart failure: A quasi-experimental study.

The effects of a 24-week interactive text message-based mobile health intervention for enhancing self-care behaviours of patients with heart failure: A quasi-experimental study.

Journal: Nursing open

Published: December 27, 2022

Perioperative risk factors for new-onset postoperative atrial fibrillation among patients after isolated coronary artery bypass grafting: A retrospective study.

Perioperative risk factors for new-onset postoperative atrial fibrillation among patients after isolated coronary artery bypass grafting: A retrospective study.

Journal: Journal of advanced nursing

Published: December 16, 2020

Showing 1-10 of 10

Last Updated: 09/26/2026