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이봉진 교수

Bongjin Lee

서울대학교 소아과 · 의학

연구실 소개

이봉진 교수의 연구실은 주로 소아청소년 응급의학 및 중환자실에서의 임상결과 예측을 목표로 하며, 특히 기계학습 기반의 예측 모델 개발을 핵심으로 합니다. 약물 남용, 항생제 내성 박테리아, 신장 기능과 항생제 농도 간의 연관성 등 임상적 위험 요소를 정량적으로 분석하고 있습니다. 특히 소아 환자의 중환자실 입원 후 생존 예측 모델과 요로감염 치료 전략의 최적화에 초점을 맞추고 있습니다.

기계학습소아응급의학예측모델항생제내성신장기능

연구 현황

논문 수
156
총 인용 수
1,059
최근 5년 논문
39
주요 분야
의학

연구 성과 추이

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

5개년 연도별 논문 게재 수
39총합
2022
2023
2024
2025
2026
5개년 연도별 피인용 수
117총합
20222023202420252026

주요 논문

15
1
논문|인용수 53·2011
A novel approach to simultaneous screening and confirmation of regulated pharmaceutical compounds in dietary supplements by LC/MS/MS with an information-dependent acquisition method
Hwa-Mi Lee, Bongjin Lee
SJR Q2Food Additives & Contaminants Part A

The commercial success of synthetic phosphodiesterase-5 (PDE-5) inhibitors (viz. sildenafil, vardenafil and tadalafil) for erectile dysfunction (ED) has led to their widespread use as adulterants in dietary supplements (DSs). Reports on adulteration by ED drugs or their analogues in DSs suggest they may cause a serious threat to human health. The problem is becoming more complex as hidden and structurally modified analogues are continuously being reported. To analyse known drugs and their analog

Public Health, Environmental and Occupational HealthMedicine
2
논문|인용수 52·2011
Discovery of DA-1229: A potent, long acting dipeptidyl peptidase-4 inhibitor for the treatment of type 2 diabetes
Heung Jae Kim, Woo Young Kwak, Jong Pil Min, Jae‐Young Lee, Tae Hyun Yoon, Ha Dong Kim, Chang Yell Shin, Mi-Kyung Kim, Song Hyen Choi, Hae Sun Kim, Eun Kyoung Yang, Ye Hwang Cheong
SJR Q2Bioorganic & Medicinal Chemistry LettersOA
Endocrinology, Diabetes and MetabolismMedicine
3
논문|인용수 51·2010
Separation and structural elucidation of a novel analogue of vardenafil included as an adulterant in a dietary supplement by liquid chromatography–electrospray ionization mass spectrometry, infrared spectroscopy and nuclear magnetic resonance spectroscopy
Hwa-Mi Lee, Chang Soo Kim, Young Mi Jang, Sung Won Kwon, Bongjin Lee
SJR Q2Journal of Pharmaceutical and Biomedical Analysis
Public Health, Environmental and Occupational HealthMedicine
4
논문|인용수 43·2013
Outcome of Antimicrobial Therapy of Pediatric Urinary Tract Infections Caused by Extended-Spectrum β-Lactamase-Producing Enterobacteriaceae
Bongjin Lee, Soo Young Kang, Hyun Mi Kang, Nu Ri Yang, Hee Gyung Kang, Il Soo Ha, Hae Il Cheong, Hoan Jong Lee, Eun Hwa Choi
SJR Q2Infection and ChemotherapyOA

This study found no significant difference in the treatment outcome between pediatric patients treated with carbapenem and those treated with non-carbapenem antimicrobials for UTI caused by ESBL-producing Enterobacteriaceae. Therefore, the initially administered non-carbapenem can be maintained in UTI patients showing clinical improvement.

EpidemiologyMedicine
5
논문|인용수 40·2022
Machine learning-based prediction of critical illness in children visiting the emergency department
Soyun Hwang, Bongjin Lee
SJR Q1PLoS ONEOA

OBJECTIVES: Triage is an essential emergency department (ED) process designed to provide timely management depending on acuity and severity; however, the process may be inconsistent with clinical and hospitalization outcomes. Therefore, studies have attempted to augment this process with machine learning models, showing advantages in predicting critical conditions and hospitalization outcomes. The aim of this study was to utilize nationwide registry data to develop a machine learning-based class

Emergency MedicineMedicine
6
논문|인용수 27·2017
Genotype Characterization of Group B Streptococcus Isolated From Infants With Invasive Diseases in South Korea
Hyun Mi Kang, Hoan Jong Lee, Hyunju Lee, Dae Sun Jo, Hye Soo Lee, Taek Soo Kim, Jeong Hwan Shin, Ki Wook Yun, Bongjin Lee, Eun Hwa Choi
SJR Q1The Pediatric Infectious Disease Journal

BACKGROUND: Group B streptococcus (GBS) is one of the leading causes of invasive infections in infants. This study aimed to investigate the genotypic diversity of GBS causing invasive infections in infants and to observe the prevalence of the highly virulent clone in South Korea. METHODS: Invasive strains of GBS were collected prospectively from infants admitted at 4 hospitals during 1995-2015. Serotype and multilocus sequence typing were determined. All isolates underwent polymerase chain react

Public Health, Environmental and Occupational HealthMedicine
7
논문|인용수 22·2021
Development of a machine learning model for predicting pediatric mortality in the early stages of intensive care unit admission
Bongjin Lee, Kyunghoon Kim, Hye‐Jin Hwang, You Sun Kim, Eun Hee Chung, Jong‐Seo Yoon, Hwa Jin Cho, June Dong Park
SJR Q1Scientific ReportsOA

The aim of this study was to develop a predictive model of pediatric mortality in the early stages of intensive care unit (ICU) admission using machine learning. Patients less than 18 years old who were admitted to ICUs at four tertiary referral hospitals were enrolled. Three hospitals were designated as the derivation cohort for machine learning model development and internal validation, and the other hospital was designated as the validation cohort for external validation. We developed a rando

EpidemiologyMedicine
8
논문|인용수 19·2017
Predicting augmented renal clearance using estimated glomerular filtration rate in critically-ill children
Bongjin Lee, Jongyoon Kim, June Dong Park, Hyun Mi Kang, Yoon Sook Cho, Kwi Suk Kim
SJR Q3Clinical Nephrology

The eGFR correlates with the VTL, and the eGFR cutoff value can predict a subtherapeutic vancomycin level. eGFR is a reliable and efficient alternative to mGFR for identifying ARC. .

PharmacologyMedicine
9
논문|인용수 19·2004
Structure-Activity Relationships of Antimicrobial Peptides from the Skin of Rana esculenta Inhabiting in Korea
이봉진, Hyung-Sik Won, Sukwon S. Kim, Seo-Jeong Jung, 손우성, Byeongjae Lee
10
논문|인용수 18·2017
Clinical Considerations When Applying Vital Signs in Pediatric Korean Triage and Acuity Scale
Bongjin Lee, Do Kyun Kim, June Dong Park, Young Ho Kwak
SJR Q2Journal of Korean Medical ScienceOA

Initial vital signs of children at the emergency department may be abnormal because of anxiety and irritability, resulting in unrealistic triage levels. This study aimed to evaluate the effectiveness of pediatric triage by clinical decision based on the patient's general condition. The Pediatric Korean Triage and Acuity Scale (PedKTAS) has been used nationwide for triage since 2016. The triage level, as assessed by an experienced triage nurse and based on the patient's clinical condition, was de

Emergency MedicineMedicine
11
논문|인용수 17·2017
Clinical Considerations When Applying Vital Signs in Pediatric Korean Triage and Acuity Scale
이봉진, 김도균, 박준동, 곽영호
Journal of Korean Medical Science

Initial vital signs of children at the emergency department may be abnormal because of anxiety and irritability, resulting in unrealistic triage levels. This study aimed to evaluate the effectiveness of pediatric triage by clinical decision based on the patient's general condition. The Pediatric Korean Triage and Acuity Scale (PedKTAS) has been used nationwide for triage since 2016. The triage level, as assessed by an experienced triage nurse and based on the patient's clinical condition, was de

12
논문|인용수 16·2020
Distribution of Pediatric Vital Signs in the Emergency Department: A Nationwide Study
Woori Bae, Kyunghoon Kim, Bongjin Lee
SJR Q2ChildrenOA

To effectively use vital signs as indicators in children, the magnitude of deviation from expected vital sign distribution should be determined. The purpose of this study is to derive age-specific centile charts for the heart rate and respiratory rate of the children who visited the emergency department. This study used the Korea's National Emergency Department Information System dataset. Patients aged <16 years visiting the emergency department between 1 January 2016 and 31 December 2017 were i

Emergency MedicineMedicine
13
논문|인용수 14·1998
NMR analyses of the interactions of human annexin I with ATP, Ca2+, and Mg2+
Hee‐Yong Han, Yeonhee Lee, Jee-Young Oh, Doe-Sun Na, Bongjin Lee
SJR Q1FEBS LettersOA

Human annexin I is a member of the annexin family of calcium-dependent phospholipid binding proteins. The structure of an N-terminally truncated human annexin I (delta-annexin I) and its interactions with Ca2+, Mg2+, and ATP were studied at the atomic level using nuclear magnetic resonance (NMR) spectroscopy. Since delta-annexin I is a large protein, with a molecular weight of 35 kDa, a site-specific (carbonyl-13C, amide-15N) labeling technique was used to determine the interaction sites of delt

Molecular BiologyBiochemistry, Genetics and Molecular Biology
14
논문|인용수 12·2019
Efficacy and Safety of Fentanyl in Combination with Midazolam in Children on Mechanical Ventilation
Bongjin Lee, June Dong Park, Yu Hyeon Choi, Young Joo Han, Dong In Suh
SJR Q2Journal of Korean Medical ScienceOA

ClinicalTrials.gov Identifier: NCT02172014.

Critical Care and Intensive Care MedicineMedicine
15
논문|인용수 11·2007
Spinal Epidural Abscess with Pyogenic Arthritis of Facet Joint Treated with Antibiotic-Bone Cement Beads - A Case Report -
Bongjin Lee, Sung-Rak Lee, Seong-Tae Kim, Tae Ho Kim, Sanghoon Lee
SJR Q1Asian Spine JournalOA

Most epidural abscesses are a secondary lesion of pyogenic spondylodiscitis. An epidural abscess associated with pyogenic arthritis of the facet joint is quite rare. To the best of our knowledge, there is no report of the use of antibiotic-cement beads in the surgical treatment of an epidural abscess. This paper reports a 63-year-old male who sustained a 1-week history of radiating pain to both lower extremities combined with lower back pain. MRI revealed space-occupying lesions, which were loca

SurgeryMedicine

대표 연구 분야

SurgeryEpidemiologyEmergency MedicinePulmonary and Respiratory MedicineMolecular BiologyInfectious Diseases

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