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Jung Bin Park

Seoul National University · Medicine

About the Lab

Professor Jung Bin Park's research lab specializes in perioperative medicine and pediatric anesthesiology, with a strong focus on improving surgical outcomes through advanced data-driven approaches. The lab investigates critical aspects of pediatric airway management, intraoperative monitoring, and respiratory safety, integrating machine learning and predictive modeling to anticipate and prevent adverse events. Research also extends to optimizing surgical workflow and radiation therapy planning, particularly in postmastectomy care, demonstrating a commitment to enhancing patient safety and operational efficiency in the operating room. The lab bridges clinical practice with innovative technologies, including AI-based prediction systems and evidence-based guideline development.

pediatric anesthesiologymachine learning in surgeryoperating room optimizationperioperative safetypredictive modeling

Research Overview

Papers
64
Total Citations
365
Papers (5y)
46
Primary Field
Medicine

Research Output Trend

Figures are computed from collected data and may differ slightly.

Publications per year (5y)
46total
2022
2023
2024
2025
2026
Citations per year (5y)
155total
20222023202420252026

Selected Papers

15
1
Article|20 citations·2016
Optimal Chest Compression Position for Patients With a Single Ventricle During Cardiopulmonary Resuscitation*
Jung‐Bin Park, In‐Kyung Song, Ji-Hyun Lee, Eun‐Hee Kim, Hee‐Soo Kim, Jin‐Tae Kim
SJR Q1Pediatric Critical Care Medicine

The optimal compression position in patients with a single ventricle is approximately 5-25% of the lower sternum. The optimal compression level for patients with a single ventricle is lower than that suggested in current guidelines for the normal population.

Emergency MedicineMedicine
2
Article|17 citations·2023
Machine learning-based prediction of intraoperative hypoxemia for pediatric patients
Jung‐Bin Park, Ho-Jong Lee, Hyun-Lim Yang, Eun‐Hee Kim, Hyung‐Chul Lee, Chul-Woo Jung, Hee‐Soo Kim
SJR Q1PLoS ONEOA

BACKGROUND: Reducing the duration of intraoperative hypoxemia in pediatric patients by means of rapid detection and early intervention is considered crucial by clinicians. We aimed to develop and validate a machine learning model that can predict intraoperative hypoxemia events 1 min ahead in children undergoing general anesthesia. METHODS: This retrospective study used prospectively collected intraoperative vital signs and parameters from the anesthesia ventilator machine extracted every 2 s in

SurgeryMedicine
3
Article|15 citations·2025
Development of Predictive Model of Surgical Case Durations Using Machine Learning Approach
Jung‐Bin Park, Gyun-Ho Roh, Kwangsoo Kim, Hee‐Soo Kim
SJR Q1Journal of Medical SystemsOA

Abstract Optimizing operating room (OR) utilization is critical for enhancing hospital management and operational efficiency. Accurate surgical case duration predictions are essential for achieving this optimization. Our study aimed to refine the accuracy of these predictions beyond traditional estimation methods by developing Random Forest models tailored to specific surgical departments. Utilizing a comprehensive dataset, we applied several machine learning algorithms, including RandomForest,

Emergency Medical ServicesHealth Professions
4
Article|8 citations·2019
Effects of preoperative 5-aminolevulinic acid administration on postoperative liver enzymes after brain tumor surgery in patients with elevated preoperative liver enzymes
Hyongmin Oh, Jung‐Bin Park, Hyun‐Kyu Yoon, Hyung‐Chul Lee, Chul‐Kee Park, Hee‐Pyoung Park
SJR Q2Journal of Clinical Neuroscience
HepatologyMedicine
5
Article|5 citations·2022
Usefulness of C-curved stylet for intubation with the C-MAC® Miller videolaryngoscope in neonates and infants: a prospective randomized controlled trial
Jung‐Bin Park, Pyoyoon Kang, Taeyup Kim, Sang‐Hwan Ji, Young‐Eun Jang, Eun‐Hee Kim, Jin‐Tae Kim, Hee‐Soo Kim, Ji‐Hyun Lee
SJR Q1Korean journal of anesthesiologyOA

BACKGROUND: Optimizing endotracheal tube (ETT) shape is important for successful videolaryngoscope-aided intubation. This prospective randomized controlled study aimed to compare the tube-handling time between a C-curved and hockey stick-shaped stylet in infants and neonates using the C-MAC® videolaryngoscope Miller blade. METHODS: A total of 110 infants (age < 1 year) were randomly assigned to either the hockey stick-curved stylet group (group H, n = 53) or the C-curved stylet group (group C, n

Anesthesiology and Pain MedicineMedicine
6
Article|5 citations·2024
The impact of the new ESTRO-ACROP target volume delineation guidelines for postmastectomy radiotherapy after implant-based breast reconstruction on breast complications
Jung‐Bin Park, Bum‐Sup Jang, Ji Hyun Chang, Jin Ho Kim, Chang Heon Choi, Ki Young Hong, Ung Sik Jin, Hak Chang, Yujin Myung, Jae Hoon Jeong, Chan Yeong Heo, In Ah Kim
SJR Q2Frontiers in OncologyOA

The European Society for Radiotherapy and Oncology-Advisory Committee in Radiation Oncology Practice (ESTRO-ACROP) updated a new target volume delineation guideline for postmastectomy radiotherapy (PMRT) after implant-based reconstruction. This study aimed to evaluate the impact on breast complications with the new guideline compared to the conventional guidelines. In total, 308 patients who underwent PMRT after tissue expander or permanent implant insertion from 2016 to 2021 were included; 184

SurgeryMedicine
7
Article|5 citations·2023
Effect of Tulobuterol Patch Versus Placebo on the Occurrence of Respiratory Adverse Events in Children Undergoing Tonsillectomies: A Randomized Controlled Trial
Eun‐Hee Kim, Sang Hyun Lee, Jin Kyoung Kim, Yong‐Hee Park, Pyoyoon Kang, Jung‐Bin Park, Sang‐Hwan Ji, Young‐Eun Jang, Ji‐Hyun Lee, Jin‐Tae Kim, Hee‐Soo Kim
SJR Q1Anesthesia & Analgesia

BACKGROUND: Perioperative respiratory adverse events are common in children. We aimed to evaluate the effect of the transdermal β-2 agonist, tulobuterol, compared with that of placebo on the incidence of perioperative respiratory adverse events in pediatric patients undergoing tonsillectomy. METHODS: In this triple-blinded (patient, anesthesia provider, and outcome assessor) randomized controlled trial, 188 patients were randomly allocated to receive tulobuterol or a placebo. The tulobuterol gro

PhysiologyMedicine
8
Article|4 citations·2023
Perioperative Respiratory-Adverse Events Following General Anesthesia Among Pediatric Patients After COVID-19
Jung‐Bin Park, Jin Young Sohn, Pyoyoon Kang, Sang‐Hwan Ji, Eun‐Hee Kim, Ji‐Hyun Lee, Jin‐Tae Kim, Hee‐Soo Kim, Young‐Eun Jang
SJR Q2Journal of Korean Medical ScienceOA

Background:The perianesthetic morbidity, mortality risk and anesthesia-associated risk after preoperative coronavirus disease 2019 (COVID-19) omicron variant in pediatric patients have not been fully demonstrated.We examined the association between preoperative COVID-19 omicron diagnosis and the incidence of overall perioperative adverse events in pediatric patients who received general anesthesia.Methods: This retrospective study included patients aged < 18 years who received general anesthesia

OncologyMedicine
9
Article|4 citations·2019
Long-term clinical outcomes according to the mean observed blood pressure in patients with coronary artery disease after drug-eluting stent implantation
Jung-Lee Kim, Chan Sunwoo, Jung‐Bin Park, Jung‐Hee Lee, Jong‐Ho Nam, Chan‐Hee Lee, Jang‐Won Son, Ung Kim, Jong‐Seon Park, Dong‐Gu Shin
SJR Q1Journal of Hypertension

Mean observed SBP 120 mmHg or less was associated with a lower incidence of future adverse outcomes in CAD patients with DES.

Cardiology and Cardiovascular MedicineMedicine
10
Article|3 citations·2025
Subcutaneous Nitroglycerin to Prevent Radial Artery Occlusion in Pediatric Patients
Jung‐Bin Park, Sang‐Hwan Ji, Eun-Hee Kim, Ji‐Hyun Lee, Hee‐Soo Kim, Jin‐Tae Kim, Young‐Eun Jang
SJR Q1JAMA Pediatrics

Importance: Pediatric patients are at an increased risk of postprocedural radial artery occlusion (RAO) owing to their small vessels and high tendency for vasospasm after catheterization. Although subcutaneous nitroglycerin increases the success rate of radial artery catheterization by vasodilation and preventing vasospasm, its effect on RAO prevention after catheter removal remains unknown. Objective: To evaluate the efficacy and safety of subcutaneous nitroglycerin for RAO prevention. Design,

Pulmonary and Respiratory MedicineMedicine
11
Article|3 citations·2024
Effects of goal-directed analgesia using the analgesia nociception index in children undergoing surgery for moyamoya disease
Jung‐Bin Park, Pyoyoon Kang, Sang‐Hwan Ji, Young‐Eun Jang, Ji‐Hyun Lee, Jin-Tae Kim, Hee‐Soo Kim, Eun‐Hee Kim
SJR Q1European Journal of Anaesthesiology

BACKGROUND: The potential benefits of Analgesia Nociception Index guided intra-operative analgesia on intra-operative opioid consumption remains to be demonstrated in paediatric anaesthesia. OBJECTIVES: This study aimed to explore the effects of Analgesia Nociception Index guided analgesia on sufentanil consumption during anaesthesia and postoperative pain scores in paediatric patients with moyamoya disease. DESIGN: A prospective randomised controlled study. SETTING: Seoul National University Ch

RheumatologyMedicine
12
Article|3 citations·2023
Ultrasound‐guided selective supraclavicular nerve block for postoperative pain control in children receiving Hickman catheter or chemoport insertion: A randomized controlled trial
Jung‐Bin Park, In‐Sun Song, Pyoyoon Kang, Sang‐Hwan Ji, Young‐Eun Jang, Eun‐Hee Kim, Ji‐Hyun Lee, Hee‐Soo Kim, Jin‐Tae Kim
SJR Q2Pediatric AnesthesiaOA

BACKGROUND: Optimal pain management after insertion of a central venous catheter in children remains unclear. AIM: This study aimed to evaluate the effects of a selective supraclavicular nerve block on postoperative analgesia in pediatric patients undergoing hickman catheter or chemoport insertion. METHODS: Fifty patients aged 3-18 years scheduled for elective Hickman or chemoport insertion were randomized into two groups of 25 each: one group received an ultrasound-guided selective supraclavicu

SurgeryMedicine
13
Article|2 citations·2016
Experience with Mechanical Circulatory Support for Medically Intractable Low Cardiac Output in a Pediatric Intensive Care Unit
Jung‐Bin Park, Jae Gun Kwak, Hong‐Gook Lim, Woong‐Han Kim, Jeong Ryul Lee, Yong Jin Kim
SJR Q2Korean Circulation JournalOA

Mechanical circulatory support has played a critical role and has had a dramatic effect on survival in patients with medically intractable heart failure, particularly in recent years. Meticulous monitoring of acid-base status, laboratory findings, and early and liberal applications are recommended to improve outcomes without critical complication rates, particularly in neonates with single ventricle physiology.

Biomedical EngineeringEngineering
14
Article|2 citations·2024
Atmospheric particulate matter and hypoxaemia in Korean children receiving general anaesthesia
Jung‐Bin Park, Pyoyoon Kang, Sang‐Hwan Ji, Young‐Eun Jang, Ji‐Hyun Lee, Jin‐Tae Kim, Hee‐Soo Kim, Eun‐Hee Kim
SJR Q1European Journal of Anaesthesiology

BACKGROUND: The association between the concentration of atmospheric particulate matter on the day of surgery and the occurrence of intra-operative hypoxaemia in children receiving general anaesthesia is unclear. OBJECTIVE: To investigate the association between the exposure to particulate matter on the day of surgery and the occurrence of intra-operative hypoxaemia, defined as a pulse oximetry oxygen saturation of less than 90% for more than 1 min, in children. DESIGN: Retrospective study. SETT

Health, Toxicology and MutagenesisEnvironmental Science
15
Article|1 citations·2020
Unusual Cerebral Blood Flow Pattern Detected With Intraoperative Transfontanelle Ultrasonography in Infants Undergoing Rebanding of Modified Blalock-Taussig Shunt
Jung‐Bin Park, Sung‐Ae Cho, Young‐Eun Jang, Eun‐Hee Kim, Ji‐Hyun Lee, Sang‐Hwan Ji, Hee‐Soo Kim, Jin‐Tae Kim
SJR Q2Journal of Cardiothoracic and Vascular AnesthesiaOA
EpidemiologyMedicine

Research Areas

Anesthesiology and Pain MedicineSurgeryRheumatologyDevelopmental NeurosciencePulmonary and Respiratory MedicineCritical Care and Intensive Care Medicine

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