Jin-hyun Park

Seoul, Republic of Korea

Last Updated: 09/26/2026

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Found 20 publications

On-premises open-source large language models for privacy-preserving multimodal depression screening.

On-premises open-source large language models for privacy-preserving multimodal depression screening.

Journal: International journal of medical informatics

Published: March 11, 2026

Resistance training frequency and hyperuricemia in South Korea, 2016-2023: a nationally representative cross-sectional study.

Resistance training frequency and hyperuricemia in South Korea, 2016-2023: a nationally representative cross-sectional study.

Journal: Journal of science and medicine in sport

Published: January 31, 2026

Interpretable depressive symptoms screening via statistical reasoning-augmented large language models using wearable and environmental data.

Interpretable depressive symptoms screening via statistical reasoning-augmented large language models using wearable and environmental data.

Journal: Scientific reports

Published: December 24, 2025

Longitudinal changes in cardiorespiratory fitness and risk of depressive and anxiety disorders in a nationwide cohort of 7 million participants.

Longitudinal changes in cardiorespiratory fitness and risk of depressive and anxiety disorders in a nationwide cohort of 7 million participants.

Journal: Scientific reports

Published: November 14, 2025

Coexistence of atrial fibrillation and metabolic dysfunction-associated steatotic liver disease as a high-risk overlap for incident heart failure in older adults.

Coexistence of atrial fibrillation and metabolic dysfunction-associated steatotic liver disease as a high-risk overlap for incident heart failure in older adults.

Journal: European journal of heart failure

Published: November 05, 2025

Dual Component Framework Approach for Automated Nerve Conduction Study Interpretation: Rule-Based Coding and Fine-Tuned Language Model.

Dual Component Framework Approach for Automated Nerve Conduction Study Interpretation: Rule-Based Coding and Fine-Tuned Language Model.

Journal: Muscle & nerve

Published: October 16, 2025

Comprehensive validation of machine learning models predicting chemotherapy related electrolyte disorders in a multicenter study.

Comprehensive validation of machine learning models predicting chemotherapy related electrolyte disorders in a multicenter study.

Journal: Communications medicine

Published: September 12, 2025

Actigraphy-based step analysis for the detection of depressed mood: An explainable machine learning approach.

Actigraphy-based step analysis for the detection of depressed mood: An explainable machine learning approach.

Journal: Journal of affective disorders

Published: March 25, 2025

Multi task learning based early prediction model for antibiotic resistance using multi institutional cohort data.

Multi task learning based early prediction model for antibiotic resistance using multi institutional cohort data.

Journal: Scientific reports

Published: December 23, 2024

Development of a Predictive Model for Metabolic Syndrome Using Noninvasive Data and its Cardiovascular Disease Risk Assessments: Multicohort Validation Study.

Development of a Predictive Model for Metabolic Syndrome Using Noninvasive Data and its Cardiovascular Disease Risk Assessments: Multicohort Validation Study.

Journal: Journal of medical Internet research

Published: October 14, 2024

Machine learning prediction of anxiety symptoms in social anxiety disorder: utilizing multimodal data from virtual reality sessions.

Machine learning prediction of anxiety symptoms in social anxiety disorder: utilizing multimodal data from virtual reality sessions.

Journal: Frontiers in psychiatry

Published: September 30, 2024

Machine Learning to Assist in Managing Acute Kidney Injury in General Wards: Multicenter Retrospective Study.

Machine Learning to Assist in Managing Acute Kidney Injury in General Wards: Multicenter Retrospective Study.

Journal: Journal of medical Internet research

Published: September 17, 2024

Showing 1-12 of 20

Last Updated: 09/26/2026