Skip to main content

황제균 교수

Jae-Keun Hwang

한양대학교 소아청소년과 · 의학

연구실 소개

황제균 교수의 연구실은 주로 노인기초의학, 신경퇴행성질환, 그리고 조기 출생아의 장기적 건강 결과를 중심으로 한 임상 및 생물정보학적 연구를 수행하고 있습니다. 특히 고령 농촌 주민의 운동 능력과 연령·성별에 따른 변화, 선천성 질환 및 전임상적 위험 요인을 기반으로 한 조기 진단 모델 개발에 초점을 맞추고 있으며, 특히 기계학습 기반의 예측 알고리즘을 활용한 신경질환 및 장기 합병증의 조기 식별에 기여하고 있습니다. 연구는 임상적 실용성과 정책적 영향을 고려한 대규모 인구기반 코hort 연구를 기반으로 진행되고 있습니다.

노인기초의학기계학습조산아운동능력장기적 예후

연구 현황

논문 수
27
총 인용 수
260
최근 5년 논문
22
주요 분야
의학

연구 성과 추이

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

5개년 연도별 논문 게재 수
22총합
2022
2023
2024
2025
2026
5개년 연도별 피인용 수
134총합
20222023202420252026

주요 논문

15
1
논문|인용수 87·2018
Usual gait speed is associated with frailty status, institutionalization, and mortality in community-dwelling rural older adults: a longitudinal analysis of the Aging Study of Pyeongchang Rural Area
Hee‐Won Jung, Il‐Young Jang, Chang Ki Lee, Sang Soo Yu, Jae Kyoon Hwang, Chawoong Jeon, Young Soo Lee, Eun‐Ju Lee
SJR Q1Clinical Interventions in AgingOA

Purpose: We aimed to describe the age- and sex-specific distributions of gait speed and to evaluate associations with longitudinal outcomes in Korean rural community-dwelling older adults. Patients and methods: A total of 1,348 people (mean age: 76 years, 55% women) in the population-based, prospective cohort of Aging Study of Pyeongchang Rural Area (ASPRA) between October 2014 and June 2017. All participants underwent a comprehensive geriatric assessment, including 4-m usual gait speed, and wer

Physical Therapy, Sports Therapy and RehabilitationHealth Professions
2
논문|인용수 24·2016
Maternal outcomes and follow-up of preterm and term neonates born to mothers with systemic lupus erythematosus
Jae Kyoon Hwang, Hyun‐Kyung Park, Yoon‐Kyoung Sung, Jeong‐Kyu Hoh, Hyun Ju Lee
SJR Q2The Journal of Maternal-Fetal & Neonatal Medicine

Preterm birth is associated with maternal flares and persistent ANA positivity at 12 months of life in infants born to mothers with SLE.

RheumatologyMedicine
3
논문|인용수 22·2022
Age-Specific Characteristics of Adult and Pediatric Respiratory Viral Infections: A Retrospective Single-Center Study
Jae Kyoon Hwang, Jae Yoon Na, Jihye Kim, Jae‐Won Oh, Yong Joo Kim, Young‐Jin Choi
SJR Q1Journal of Clinical MedicineOA

This study aimed to identify age-specific characteristics of respiratory viral infections. Hospitalized patients with confirmed viral respiratory infections were included in the sample. The patients were divided into the pediatric group (<19 years old) and the adult group (≥19 years old). The groups were then subdivided based on age: 0−6, 7−12, 13−18, 19−49, 50−64, and ≥65 years old. These groups were compared to evaluate the differences in the pattern of respiratory viral infections. Among a to

EpidemiologyMedicine
4
논문|인용수 18·2024
Machine learning-based analysis for prediction of surgical necrotizing enterocolitis in very low birth weight infants using perinatal factors: a nationwide cohort study
Seung Hyun Kim, Yoon Ju Oh, Joonhyuk Son, Donggoo Jung, Daehyun Kim, Soo Rack Ryu, Jae Yoon Na, Jae Kyoon Hwang, Tae Hyun Kim, Hyun‐Kyung Park
SJR Q1European Journal of PediatricsOA

Early prediction of surgical necrotizing enterocolitis (sNEC) in preterm infants is important. However, owing to the complexity of the disease, identifying infants with NEC at a high risk for surgical intervention is difficult. We developed a machine learning (ML) algorithm to predict sNEC using perinatal factors obtained from the national cohort registry of very low birth weight (VLBW) infants. Data were collected from the medical records of 16,385 VLBW infants registered in the Korean Neonatal

Nutrition and DieteticsNursing
5
논문|인용수 16·2023
The relationship between childhood asthma and socioeconomic status: a Korean nationwide population-based study
Won Seok Lee, Jae Kyoon Hwang, Jiin Ryu, Young‐Jin Choi, Jae‐Won Oh, Chang‐Ryul Kim, Man Yong Han, In‐Hwan Oh, Kyung Suk Lee
SJR Q1Frontiers in Public HealthOA

Purpose This study aimed to investigate associations of socioeconomic status (SES) with asthma exacerbation and asthma-related hospital utilization factors among children with asthma in the Republic of Korea. Methods This study retrospectively analyzed population-level data from the Korean National Health Insurance Service, collected from 2013 through 2019. SES was classified into five categories according to the national health insurance premiums quantiles (0 [lowest] to 4 [highest]). The hazar

PhysiologyMedicine
6
논문|인용수 13·2023
Association of newer definitions of bronchopulmonary dysplasia with pulmonary hypertension and long-term outcomes
Jae Kyoon Hwang, Seung Han Shin, Ee‐Kyung Kim, Seh Hyun Kim, Han‐Suk Kim
SJR Q2Frontiers in PediatricsOA

Background: The definition of bronchopulmonary dysplasia (BPD) has been evolved recently from definition by the National Institute of Child Health and Human Development in 2001 (NICHD 2001) to the definition reported in 2018 (NICHD 2018) and that proposed by Jensen et al. in 2019 (NICHD 2019). The definition was developed based on the evolution of non-invasive respiratory support and to achieve better prediction of later outcomes. Our objective was to evaluate the association between different d

Pulmonary and Respiratory MedicineMedicine
7
논문|인용수 12·2023
Two-stage learning-based prediction of bronchopulmonary dysplasia in very low birth weight infants: a nationwide cohort study
Jae Kyoon Hwang, Dae‐Hyun Kim, Jae Yoon Na, Joonhyuk Son, Yoon Ju Oh, Donggoo Jung, Chang‐Ryul Kim, Tae Hyun Kim, Hyun‐Kyung Park
SJR Q2Frontiers in PediatricsOA

Introduction: The aim of this study is to develop an enhanced machine learning-based prediction models for bronchopulmonary dysplasia (BPD) and its severity through a two-stage approach integrated with the duration of respiratory support (RSd) using prenatal and early postnatal variables from a nationwide very low birth weight (VLBW) infant cohort. Methods: ICU) of the Korean Neonatal Network (KNN), a nationwide VLBW infant registry (2013-2020). Overall, 45 prenatal and early perinatal clinical

Pulmonary and Respiratory MedicineMedicine
8
논문|인용수 10·2023
Insights into prokaryotic metataxonomics and predictive metabolic function in field-scale anaerobic digesters treating various organic wastes
Hoo Hugo Kim, Bikram Basak, Dong-Yeol Lee, Woo Jin Chung, Soon Woong Chang, Min‐Jin Kwak, Seung Hyun Kim, Jae Kyoon Hwang, Jihyun Keum, Hyun‐Kyung Park, Geon-Soo Ha, Kwang Ho Kim
SJR Q1Renewable and Sustainable Energy Reviews
Building and ConstructionEngineering
9
논문|인용수 9·2023
Annual Change in Fungal Concentrations and Allergic Sensitization Rates to Alternaria and Cladosporium in Korea During the Period 1998–2022
Young‐Jin Choi, Kyung Suk Lee, Jin Hyeok Jeong, Kyunghoon Kim, Seung Yang, Jae Yoon Na, Jae Kyoon Hwang, Yunsoo Choe, Kyu Rang Kim, Mae Ja Han, Yung‐Seop Lee, Jae‐Won Oh
SJR Q1Allergy Asthma and Immunology ResearchOA

The atmospheric fungal concentrations decreased annually, with allergic sensitization rate decreasing over the period of 25 years. Allergenic fungal sporulation could decrease with climate changes, such as desertification and drought. Extended monitoring periods and further large-scale studies are required to confirm the causality and to evaluate the impact of climate change.

Immunology and AllergyMedicine
10
논문|인용수 8·2021
Effects of Lipopolysaccharide on Oligodendrocyte Differentiation at Different Developmental Stages: an In Vitro Study
Ja‐Hye Ahn, Hyun Ju Lee, Kyeongmi Lee, Jean Lim, Jae Kyoon Hwang, Chang‐Ryul Kim, Hyun A Kim, Han‐Suk Kim, Hyun‐Kyung Park
SJR Q2Journal of Korean Medical ScienceOA

Repetitive LPS stimulation during development significantly inhibited brain cell development by impairing oligodendrocyte differentiation. In contrast, brain cell development was not affected in the late LPS group. These findings suggest that inflammation at the early developmental stage of oligodendrocytes increases the susceptibility of the preterm brain to inflammation-induced injury.

Pediatrics, Perinatology and Child HealthMedicine
11
논문|인용수 7·2022
Effects of Ponderal Index on Neonatal Mortality and Morbidities in Extremely Premature Infants
Jae Kyoon Hwang, Ha‐Na Kang, Ja‐Hye Ahn, Hyun Ju Lee, Hyun‐Kyung Park, Chang‐Ryul Kim
SJR Q2Journal of Korean Medical ScienceOA

The MPI and API groups had lower mortality, massive pulmonary hemorrhage, severe bronchopulmonary dysplasia or death, pulmonary hypertension and neonatal seizure rates than the SPI and/or HPI groups, while the MPI group showed a lower incidence of severe IVH than the other groups. We speculate that the lower incidence of neonatal morbidities and mortality in the MPI group indicating mild intrauterine stress might accelerate fetal maturation resulting in better outcomes in extremely premature inf

Pulmonary and Respiratory MedicineMedicine
12
논문|인용수 6·2024
Association between preterm birth and asthma and atopic dermatitis in preschool children: a nationwide population-based study
Jong Ho, Jae Kyoon Hwang, Jae Yoon Na, Soorak Ryu, Jae‐Won Oh, Young‐Jin Choi
SJR Q1European Journal of PediatricsOA

Asthma and atopic dermatitis (AD) are representative chronic diseases in childhood. This study aimed to investigate the impact of preterm birth on the incidence and severity of asthma and AD in children, as well as to identify neonatal risk factors for asthma and AD. We used health claims data recorded between 2007 and 2014 in the Korean National Health Insurance Service database. We recruited 2,224,476 infants born between 2007 and 2014 and divided them into three groups: 3518 of extremely pret

PharmacyHealth Professions
13
논문|인용수 6·2021
Retinopathy of Prematurity and Hearing Impairment in Infants Born with Very-Low-Birth-Weight: Analysis of a Korean Neonatal Network Database
Chang Myeon Song, Ja‐Hye Ahn, Jae Kyoon Hwang, Chang-Ryul Kim, Mi Jung Kim, Kyeong Mi Lee, Hyun Ju Lee, Seong Joon Ahn
SJR Q1Journal of Clinical MedicineOA

Background: To investigate hearing impairment and its association with retinopathy of prematurity (ROP) among children born with very low birth weight (VLBW, birth weight &lt; 1500 g). Methods: This prospective registry study included 7940 VLBW infants who underwent both ophthalmic (ROP) and hearing screening at the 70 participating centers of the Korean Neonatal Network. Hearing screening was performed using auditory brainstem response and/or automated otoacoustic emission testing. Hearing impa

Radiology, Nuclear Medicine and ImagingMedicine
14
논문|인용수 6·2023
Learning-Based Longitudinal Prediction Models for Mortality Risk in Very-Low-Birth-Weight Infants: A Nationwide Cohort Study
Jae Yoon Na, Donggoo Jung, Jong Ho, Dae‐Hyun Kim, Joonhyuk Son, Jae Kyoon Hwang, Tae Hyun Kim, Hyun‐Kyung Park
SJR Q1Neonatology

INTRODUCTION: Prediction models assessing the mortality of very-low-birth-weight (VLBW) infants were confined to models using only pre- and perinatal variables. We aimed to construct a prediction model comprising multifactorial clinical events with data obtainable at various time points. METHODS: We included 15,790 (including 2,045 in-hospital deaths) VLBW infants born between 2013 and 2020 who were enrolled in the Korean Neonatal Network, a nationwide registry. In total, 53 prenatal and postnat

Pediatrics, Perinatology and Child HealthMedicine
15
논문|인용수 5·2023
The risk of pediatric cardiovascular diseases in offspring born to mothers with systemic lupus erythematosus: a nationwide study
Jong Ho, Jae Kyoon Hwang, Young‐Jin Choi, Jae Yoon Na
SJR Q2Frontiers in PediatricsOA

Background: Systemic lupus erythematosus (SLE), a common autoimmune disease predominantly affecting women, has been linked to various complications during pregnancy. The transfer of anti-Ro/SSA antibodies from SLE-affected mothers to their offspring can lead to neonatal lupus and cardiac issues. This study investigated the association between maternal SLE and the risk of pediatric cardiovascular disorders. Methods: The study utilized South Korea's National Health Insurance Service (NHIS) databas

RheumatologyMedicine

대표 연구 분야

Pulmonary and Respiratory MedicineMolecular BiologyRheumatologyPediatrics, Perinatology and Child HealthRadiology, Nuclear Medicine and ImagingBiomedical Engineering

황제균 교수의 연구를 Nubint에서 더 깊이 살펴보세요

이 연구실의 논문을 앱에서 열어 AI와 함께 읽고, 핵심을 요약하고, 내 글에 인용하세요.