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Yun-Bin Jung

Yonsei University · 医学

研究室紹介

Professor Yun-Bin Jung's research lab focuses on improving surgical outcomes and patient-centered care through innovative clinical research and health technology integration. The lab investigates critical perioperative predictors—such as lactate clearance in liver transplantation—and explores the impact of surgical care models, including surgical hospitalist systems, on patient recovery and healthcare costs. It also pioneers the application of artificial intelligence, particularly large language models, to enhance clinical documentation by generating patient-friendly discharge summaries that improve comprehension without increasing clinician burden. The lab’s work bridges surgery, critical care, and digital health, emphasizing both clinical efficacy and health system optimization.

liver transplantationsurgical outcomesclinical decision supportlarge language modelspatient-centered care

Research Overview

Papers
22
Total Citations
140
Papers (5y)
11
Primary Field
医学

Research Output Trend

Figures are computed from collected data and may differ slightly.

Publications per year (5y)
11total
2021
2022
2023
2024
2025
Citations per year (5y)
66total
20212022202320242025

Selected Papers

15
1
Article|27 citations·2017
Clinical significance of lactate clearance for the development of early allograft dysfunction and short‐term prognosis in deceased donor liver transplantation
Deok Gie Kim, Jee Youn Lee, Jee Youn Lee, Yoon Bin Jung, Seung Hwan Song, Jae Geun Lee, Jae Geun Lee, Dai Hoon Han, Dong Jin Joo, Man Ki Ju, Gi Hong Choi, Jin Sub Choi
SJR Q2Clinical TransplantationOA

This retrospective study evaluated lactate clearance (LC), measured at 6, 12, 18, and 24 hours after reperfusion, as a predictor of early allograft dysfunction (EAD) and short-term outcomes in patients receiving deceased donor liver transplantation. Of 181 transplant recipients, 44 (24.3%) developed EAD and had lower LCs than those who did not develop EAD. A receiver operating characteristic analysis showed that LC determined at 6 hours showed the highest area under curve value of 0.828 (95% con

SurgeryMedicine
2
Article|24 citations·2016
Time to Initiation of Adjuvant Chemotherapy in Colon Cancer: Comparison of Open, Laparoscopic, and Robotic Surgery
Yoon Bin Jung, Jeonghyun Kang, Eun Jung Park, Seung Hyuk Baik, Kang Young Lee
SJR Q2Journal of Laparoendoscopic & Advanced Surgical TechniquesOA

Laparoscopic and robotic surgeries were associated with shorter TIC. This study demonstrates another benefit of minimally invasive surgery with regard to early initiation of adjuvant chemotherapy.

OncologyMedicine
3
Article|22 citations·2024
Publicly Shareable Clinical Large Language Model Built on Synthetic Clinical Notes
Sunjun Kweon, Junu Kim, Jiyoun Kim, Sujeong Im, Eunbyeol Cho, Seongsu Bae, Jungwoo Oh, Gyubok Lee, Jong Hak Moon, Seng Chan You, Seung-Jin Baek, Chang Hoon Han
OA

Sunjun Kweon, Junu Kim, Jiyoun Kim, Sujeong Im, Eunbyeol Cho, Seongsu Bae, Jungwoo Oh, Gyubok Lee, Jong Hak Moon, Seng Chan You, Seungjin Baek, Chang Hoon Han, Yoon Bin Jung, Yohan Jo, Edward Choi. Findings of the Association for Computational Linguistics: ACL 2024. 2024.

Molecular BiologyBiochemistry, Genetics and Molecular Biology
4
Article|17 citations·2024
Patient-Friendly Discharge Summaries in Korea Based on ChatGPT: Software Development and Validation
Hanjae Kim, Hee Min Jin, Yoon Bin Jung, Seng Chan You
SJR Q2Journal of Korean Medical ScienceOA

BACKGROUND: Although discharge summaries in patient-friendly language can enhance patient comprehension and satisfaction, they can also increase medical staff workload. Using a large language model, we developed and validated software that generates a patient-friendly discharge summary. METHODS: We developed and tested the software using 100 discharge summary documents, 50 for patients with myocardial infarction and 50 for patients treated in the Department of General Surgery. For each document,

Health InformaticsMedicine
5
Article|15 citations·2020
Clinical and survival outcomes after hepatectomy in patients with non-alcoholic fatty liver and hepatitis B-related hepatocellular carcinoma
Yoon Bin Jung, Jeong Eun Yoo, Dai Hoon Han, Kyung Sik Kim, Jin Sub Choi, Do Young Kim, Young Nyun Park, Gi Hong Choi
SJR Q1HPBOA
HepatologyMedicine
6
Article|11 citations·2021
A surgical hospitalist system in Korea: a preliminary study of the effects on hospital costs and postoperative outcomes
Yoon Bin Jung, Eun Joo Jung, Kang Young Lee
SJR Q2Annals of Surgical Treatment and ResearchOA

Purpose: The aim of this study is to investigate the effect of the surgical hospitalist system on postoperative outcomes and hospital costs for surgical patients. Methods: We reviewed the medical records of 522 patients who were admitted to the divisions of colorectal and gastrointestinal surgery for operation from September to December 2017 at Severance Hospital, Yonsei University College of Medicine in Seoul, Korea. All patients were divided into 2 groups; one that was managed by surgical hosp

Emergency MedicineMedicine
7
Article|6 citations·2019
Right anterior section graft for living-donor liver transplantation
Jonathan Navarro, Gi Hong Choi, Myoung Soo Kim, Yoon Bin Jung, Jae Geun Lee
SJR Q3MedicineOA

RATIONALE: In living-donor liver transplantation (LDLT), the right lobe graft is commonly utilized to prevent small-for-size syndrome, despite the considerable donor morbidity. Conversely, the feasibility of the left lobe graft and the right posterior section graft in smaller-sized recipients is now commonly employed with comparable outcomes to right lobe grafts. The efficacy of the right anterior section graft has rarely been reported. PATIENT CONCERNS: A 56-year-old man, a heavy alcoholic beve

SurgeryMedicine
8
Preprint|5 citations·2023
Publicly Shareable Clinical Large Language Model Built on Synthetic Clinical Notes
Sunjun Kweon, Junu Kim, Jiyoun Kim, Sujeong Im, Eunbyeol Cho, Seongsu Bae, Jungwoo Oh, Gyubok Lee, Jong Hak Moon, Seng Chan You, Seung-Jin Baek, Chang Hoon Han
arXiv (Cornell University)OA

The development of large language models tailored for handling patients' clinical notes is often hindered by the limited accessibility and usability of these notes due to strict privacy regulations. To address these challenges, we first create synthetic large-scale clinical notes using publicly available case reports extracted from biomedical literature. We then use these synthetic notes to train our specialized clinical large language model, Asclepius. While Asclepius is trained on synthetic da

Artificial IntelligenceComputer Science
9
Article|3 citations·2024
Strategy for scheduled downtime of hospital information system utilizing third-party applications
I Gyeong Jo, Woojin Kim, Young-hee Lim, Eunjeong Kang, J. W. Kim, Hyekyung Chung, Jihae Kim, Eunhye Kang, Yoon Bin Jung
SJR Q1BMC Medical Informatics and Decision MakingOA

BACKGROUND: The widespread adoption of Hospital Information Systems (HIS) has brought significant benefits in healthcare quality and workflow efficiency. However, downtimes for system maintenance are inevitable and pose a considerable challenge to continuous patient care. Existing strategies, including manual prescription methods, are no longer effective due to increasing reliance on digital systems. METHOD: This study implemented two main strategies to mitigate the impact of scheduled downtimes

Health Information ManagementHealth Professions
10
Article|3 citations·2022
An Analysis of the Current Status of Hospitalist System in Korea Using National Health Insurance Claim Data and Strategy for Future Direction
Yoon Bin Jung, Kang Young Lee
Health Insurance Review & Assessment Service ResearchOA

Background: With the aim of improving the safety and quality of medical care of inpatients, the hospitalist system was implemented as a pilot project from September 2016 in Korea. Based on the clinical results from the pilot project, the government promoted the hospitalist system to a regular service in January 2021 with the establishment of a new fee schedule. In this study, the current status of the hospitalist system in Korea and suggestions for the future direction of the new system are desc

General Health ProfessionsHealth Professions
11
Article|2 citations·2023
The Effect of Daytime Surgical Hospitalists on Reducing Night Shift Physicians’ Workload
Yoon Bin Jung, Kang Young Lee
SJR Q1Journal of Patient Safety

BACKGROUND: The shortage of doctors at night makes it difficult to execute complex tasks and deliver accurate decisions. Therefore, reducing the night shift physician's workload is essential for patient safety. This study aimed to observe the effect of daytime surgical hospitalists on the reduction in night shift physicians' workload by analyzing the volume of electronic orders generated at night for postoperative patients. METHODS: A total of 9328 hospitalized patients who underwent colorectal

Emergency MedicineMedicine
12
Article|2 citations·2019
Present and future of surgicalist system in Korea
Seulkee Park, Yoon Bin Jung, Eun Joo Jung
SJR Q4Journal of Korean Medical AssociationOA

As the need for medical services increases, interest in the quality improvement of healthcare and patient safety is also increasing. This study aimed to propose a surgical hospitalist or surgicalist system in Korea. Specifically, it has been suggested that the essential capacities of the surgicalist, including their understanding of surgery, wound management, emergency management, surgical nutrition, and education, may be useful in improving the quality of healthcare and patient safety. The key

Cardiology and Cardiovascular MedicineMedicine
13
Article|2 citations·2021
Design and Implementation of Hospitalist Supporting System Integrated with Hospital Information System
Yoon Bin Jung, Hyeong Sik Shin, Gahee Woo, Hye-kyoung Chung, Jin Kyong Jeong, Mi Young Ko, Jin Su Kim, Sowon Kim, Kang Young Lee
Health Insurance Review & Assessment Service ResearchOA

In order to improve patient safety and quality of care, the hospitalist system was implemented in Korea from January 2021. As hospitalists take on new roles in hospitals, changes are also required to efficient medical environment in the hospital information systems. By designing and implementing a hospitalist support system in hospital information systems, hospitalists set the authority to access patient information, and automated fee schedule to reduce billing errors. In addition, the calculati

Health Information ManagementHealth Professions
14
Article|1 citations·2025
A randomized controlled trial comparing liquid skin adhesives and staplers for surgical wound management
Hyeon Woo Bae, Seung Yoon Yang, Ga Yoon Ku, S.K. Lee, Eun Joo Jung, Seulkee Park, Yoon Bin Jung, Jihong Kim, Byung Soh Min
SJR Q2Annals of Surgical Treatment and ResearchOA

LSA not only provides a safe alternative but also offers a resource-efficient option for wound management compared to staplers.

SurgeryMedicine
15
Article|0 citations·2021
Strategy for a Successful Introduction of Surgical Hospitalist System in Korea
Yoon Bin Jung, Eun Joo Jung
Quality Improvement in Health CareOA

As expectations for medical service have increased recently, the interest in medical quality improvement and patient safety has increased. In addition, as part of efforts to improve the training environment of the residents, the working hours of the residents are reduced which means that the medical workforce is expected to change significantly in the future. As a result, in hospital care of surgical patients, it is inevitable to change the patient care system by surgeon-residents to the new sys

Emergency MedicineMedicine

Research Areas

SurgeryEmergency MedicineHealth Information ManagementTransplantationOncologyMolecular Biology

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