Jinwook Choi

Seoul, Republic of Korea

Last Updated: 09/26/2026

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Found 42 publications

Clinically grounded retinal representation learning from minimal supervision.

Clinically grounded retinal representation learning from minimal supervision.

Journal: Scientific reports

Published: March 13, 2026

Generating Outpatient Progress Notes: A Comparison of Individualized and Generalized Models.

Generating Outpatient Progress Notes: A Comparison of Individualized and Generalized Models.

Journal: Studies in health technology and informatics

Published: August 08, 2025

Improving Radiology Report Generation with Semantic Understanding.

Improving Radiology Report Generation with Semantic Understanding.

Journal: Studies in health technology and informatics

Published: August 08, 2025

scMILD: Single-cell multiple instance learning for sample classification and associated subpopulation discovery.

scMILD: Single-cell multiple instance learning for sample classification and associated subpopulation discovery.

Journal: iScience

Published: July 02, 2025

Large Language Models in Medicine.

Large Language Models in Medicine.

Journal: Healthcare informatics research

Published: May 19, 2025

Data augmentation method for computer-aided diagnosis using specular reflection.

Data augmentation method for computer-aided diagnosis using specular reflection.

Journal: Biomedical engineering letters

Published: March 04, 2025

Artificial intelligence based prediction of first recurrence in neovascular age related macular degeneration with validation by 19 experts.

Artificial intelligence based prediction of first recurrence in neovascular age related macular degeneration with validation by 19 experts.

Journal: Scientific reports

Published: February 28, 2025

Advancing Korean Medical Large Language Models: Automated Pipeline for Korean Medical Preference Dataset Construction.

Advancing Korean Medical Large Language Models: Automated Pipeline for Korean Medical Preference Dataset Construction.

Journal: Healthcare informatics research

Published: February 03, 2025

A novel approach to overcome black box of AI for optical diagnosis in colonoscopy.

A novel approach to overcome black box of AI for optical diagnosis in colonoscopy.

Journal: Scientific reports

Published: September 14, 2024

Deep-learning model accurately classifies multi-label lung ultrasound findings, enhancing diagnostic accuracy and inter-reader agreement.

Deep-learning model accurately classifies multi-label lung ultrasound findings, enhancing diagnostic accuracy and inter-reader agreement.

Journal: Scientific reports

Published: June 05, 2024

Automated Information Extraction from Thyroid Operation Narrative: A Comparative Study of GPT-4 and Fine-tuned KoELECTRA.

Automated Information Extraction from Thyroid Operation Narrative: A Comparative Study of GPT-4 and Fine-tuned KoELECTRA.

Journal: AMIA Joint Summits on Translational Science proceedings. AMIA Joint Summits on Translational Science

Published: June 03, 2024

Health and Medical Big Data Forum: Large Language Models in Healthcare.

Health and Medical Big Data Forum: Large Language Models in Healthcare.

Journal: Healthcare informatics research

Published: May 16, 2024

Showing 1-12 of 42

Last Updated: 09/26/2026