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박정빈 교수

Jung Bin Park

서울대학교 · 의학

연구실 소개

박정빈 교수의 연구실은 안전하고 정밀한 수술 및 의료진의 의사결정 지원을 위한 지능형 의료 기술 개발에 초점을 맞추고 있습니다. 특히 수술 중 저산소증 예측, 수술 시간 예측, 내 endoscopy 기반의 병변 검출 향상 등 머신러닝과 생체신호 분석을 기반으로 한 실시간 임상 응용을 연구하고 있습니다. 또한 소아마취 및 유방암 방사선 치료 후 유방 합병증 관리 등 특정 환자군을 대상으로 한 정밀의료 전략 개발에도 기여하고 있습니다.

머신러닝수술 예측내 endoscopy소아마취방사선 치료 지침

연구 현황

논문 수
62
총 인용 수
349
최근 5년 논문
45
주요 분야
의학

연구 성과 추이

표시된 성과는 수집된 데이터 기준으로 산출되며, 일부 차이가 있을 수 있습니다.

5개년 연도별 논문 게재 수
45총합
2021
2022
2023
2024
2025
5개년 연도별 피인용 수
150총합
20212022202320242025

주요 논문

15
1
논문|인용수 60·2017
Comparison of Efficacy and Safety Between Propranolol and Steroid for Infantile Hemangioma
Kyu Han Kim, Tae Hyun Choi, Yunhee Choi, Young Woon Park, Ki Yong Hong, Dong‐Young Kim, Yun Seon Choe, Hyun-Jung Lee, Jung‐Eun Cheon, Jung‐Bin Park, Kyung Duk Park, Hyoung Jin Kang
SJR Q1FWCI 5.7JAMA DermatologyOA

clinicaltrials.gov Identifier: NCT01908972.

SurgeryMedicine
2
논문|인용수 42·2017
Design and implementation of object tracking system based on LoRa
Dong Hyun Kim, Jung‐Bin Park, Jae Ho Shin, Jong Deok Kim
FWCI 3.6

Internet of Things(IoT) technology is an global infra that offers intellectual services combined with situation recognizing knowledge and communication between humans and objects and among objects, which has become core technology in hyper-connected society with its Cloud and big data technology. To connect objects, low range and low power communication technology was needed, therefore, RoLaWAN technology was developed. We suggest object tracking and managing system based on RoLaWAN technology.

Electrical and Electronic EngineeringEngineering
3
논문|인용수 20·2016
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 Q1FWCI 1.5Pediatric 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
4
논문|인용수 15·2023
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 Q1FWCI 4.8PLoS ONEOA

Machine learning models can be used to predict upcoming intraoperative hypoxemia in real-time based on the biosignals acquired by patient monitors, which can be useful for clinicians for prediction and proactive treatment of hypoxemia in an intraoperative setting.

SurgeryMedicine
5
논문|인용수 14·2024
Effectiveness of a novel artificial intelligence-assisted colonoscopy system for adenoma detection: a prospective, propensity score-matched, non-randomized controlled study in Korea
Jung‐Bin Park, Jung Ho Bae
SJR Q2FWCI 4.0Clinical EndoscopyOA

ENAD-assisted colonoscopy significantly improved the ADR, APC, and SSLDR in real-world clinical practice, particularly for smaller and nonpolypoid adenomas.

OncologyMedicine
6
논문|인용수 10·2025
Development of Predictive Model of Surgical Case Durations Using Machine Learning Approach
Jung‐Bin Park, Gyun-Ho Roh, Kwangsoo Kim, Hee‐Soo Kim
SJR Q1FWCI 25.2Journal of Medical SystemsOA

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, XGBoost,

Emergency Medical ServicesHealth Professions
7
논문|인용수 8·2019
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 Q2FWCI 0.1Journal of Clinical Neuroscience
HepatologyMedicine
8
논문|인용수 5·2023
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 Q1FWCI 1.7Anesthesia & Analgesia

In preschool children undergoing tonsillectomy, the preoperative application of a tulobuterol patch could decrease the occurrence of perioperative respiratory adverse events. Further studies are needed to elucidate the effect of the tulobuterol patch in a broad spectrum of pediatric anesthesia.

Anesthesiology and Pain MedicineMedicine
9
논문|인용수 5·2024
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 Q2FWCI 2.9Frontiers 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
10
논문|인용수 4·2022
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 Q1FWCI 1.0Korean journal of anesthesiologyOA

In neonates and infants, modification of the ETT shape into a C-curve may reduce tube handling time compared to the conventional hockey stick-shaped tube during intubation using a C-MAC® video laryngoscope Miller blade.

Anesthesiology and Pain MedicineMedicine
11
논문|인용수 4·2019
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 Q1FWCI 0.3Journal 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
12
논문|인용수 3·2024
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 Q1FWCI 1.4European Journal of Anaesthesiology

NCT05672212.

RheumatologyMedicine
13
논문|인용수 3·2023
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 Q2FWCI 1.0Pediatric AnesthesiaOA

Ultrasound-guided SSCNB is an effective method for managing postoperative pain in children undergoing Hickman catheter or chemoport insertion, reducing the need for analgesics within 24 h after surgery.

SurgeryMedicine
14
논문|인용수 3·2023
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 Q2FWCI 0.8Journal of Korean Medical ScienceOA

Pediatric patients with the preoperative COVID-19 omicron variant had increased risk of PRAEs. Patients within 2 weeks after COVID-19 or those with symptoms had a higher risk of PRAEs.

Pulmonary and Respiratory MedicineMedicine
15
논문|인용수 2·2024
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 Q1FWCI 0.6European Journal of Anaesthesiology

The level of particulate matter on the day of surgery pose a risk of intra-operative hypoxaemia in children receiving general anaesthesia. If the concentrations of particulate matter 10 μm or less in diameter on the day of surgery are high, children receiving general anaesthesia should be managed with increased caution.

Health, Toxicology and MutagenesisEnvironmental Science

대표 연구 분야

Anesthesiology and Pain MedicineSurgeryPulmonary and Respiratory MedicineRheumatologyCritical Care and Intensive Care MedicineHepatology

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