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이종혁 교수

Jong Hyeok Lee

서울대학교 · 의학

연구실 소개

이종혁 교수의 연구실은 흉부영상의학과 인공지능 기반 진단 기술의 융합을 핵심으로 하며, 특히 코로나19 후유증과 폐암 조기진단에 초점을 맞춘 임상 영상 연구를 수행하고 있습니다. AI 기반 흉부 단층촬영 분석과 폐결절의 장기적 경과 관찰을 통해 정밀의료 기반 진단 전략을 개발하고 있으며, 영상의학과 임상 연구의 실질적 응용을 추구합니다. 특히 폐기능 이상, 폐암 조기 발견, AI 보조 진단의 정확도 향상 등 실질적 임상 문제 해결을 목표로 하고 있습니다.

코로나19 후유증폐암 조기진단AI 영상진단흉부단층촬영폐결절 경과 관찰

연구 현황

논문 수
315
총 인용 수
5,401
최근 5년 논문
136
주요 분야
의학

연구 성과 추이

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

5개년 연도별 논문 게재 수
136총합
2022
2023
2024
2025
2026
5개년 연도별 피인용 수
939총합
20222023202420252026

주요 논문

15
1
논문|인용수 124·2019
Electrochemical CO2 reduction using alkaline membrane electrode assembly on various metal electrodes
Jonghyeok Lee, Jinkyu Lim, Chi‐Woo Roh, Ho Seok Whang, Hyunjoo Lee
SJR Q1FWCI 3.8Journal of CO2 Utilization
Renewable Energy, Sustainability and the EnvironmentEnergy
2
리뷰|인용수 123·2022
Pulmonary function and chest computed tomography abnormalities 6–12 months after recovery from COVID-19: a systematic review and meta-analysis
Jong Hyuk Lee, Jae‐Joon Yim, Jimyung Park
SJR Q1FWCI 13.6Respiratory ResearchOA

A substantial number of COVID-19 survivors displayed pulmonary sequelae as part of PACS. Except for restrictive pulmonary dysfunction, the prevalence of these sequelae did not decrease until 1 year after initial infection. Considering the association between the severity of acute COVID-19 and risk of pulmonary sequelae, patients who recover from severe COVID-19 require close respiratory follow-up. Systematic review registration number PROSPERO CRD42021234357.

NeurologyMedicine
3
논문|인용수 93·2014
Flow characteristics and thermal performance in chevron type plate heat exchangers
Jonghyeok Lee, Kwan-Soo Lee
SJR Q1FWCI 5.9International Journal of Heat and Mass Transfer
Mechanical EngineeringEngineering
4
논문|인용수 80·2015
Friction and Colburn factor correlations and shape optimization of chevron-type plate heat exchangers
Jonghyeok Lee, Kwan-Soo Lee
SJR Q1FWCI 4.1Applied Thermal EngineeringOA
Mechanical EngineeringEngineering
5
논문|인용수 79·2020
Performance of a Deep Learning Algorithm Compared with Radiologic Interpretation for Lung Cancer Detection on Chest Radiographs in a Health Screening Population
Jong Hyuk Lee, Hye Young Sun, Sunggyun Park, Hyungjin Kim, Eui Jin Hwang, Jin Mo Goo, Chang Min Park
SJR Q1FWCI 5.8Radiology

Background The performance of a deep learning algorithm for lung cancer detection on chest radiographs in a health screening population is unknown. Purpose To validate a commercially available deep learning algorithm for lung cancer detection on chest radiographs in a health screening population. Materials and Methods Out-of-sample testing of a deep learning algorithm was retrospectively performed using chest radiographs from individuals undergoing a comprehensive medical check-up between July 2

Pulmonary and Respiratory MedicineMedicine
6
논문|인용수 75·2015
Persistent pulmonary subsolid nodules with solid portions of 5 mm or smaller: Their natural course and predictors of interval growth
Jong Hyuk Lee, Chang Min Park, Sang Min Lee, Hyungjin Kim, H. Page McAdams, Jin Mo Goo
SJR Q1FWCI 3.6European Radiology
Pulmonary and Respiratory MedicineMedicine
7
논문|인용수 58·2009
News Values, Media Coverage, and Audience Attention: An Analysis of Direct and Mediated Causal Relationships
Jong Hyuk Lee
SJR Q1FWCI 28.6Journalism & Mass Communication Quarterly

This study examined causal relationships among news values, media coverage, and audience attention. News values—deviance and social significance—for 104 news events were measured. Then, media coverage of and audience attention to the events were obtained from Pew Research Center's two data sources. A structural equation model showed a significant effect of news values on the amount of media coverage and also a significant effect of media coverage on audience attention. Further, news values indir

Literature and Literary TheoryArts and Humanities
8
논문|인용수 52·2019
Rational molecular design of polymeric materials toward efficient triboelectric energy harvesting
Jong Hyeok Lee, Kyung Hoon Kim, Moonkang Choi, Jisoo Jeon, Hyeok Jun Yoon, Jin Hyeok Choi, Young‐Seak Lee, Minbaek Lee, Jeong Jae Wie
SJR Q1FWCI 2.3Nano EnergyOA
Biomedical EngineeringEngineering
9
논문|인용수 48·2023
Effect of Human-AI Interaction on Detection of Malignant Lung Nodules on Chest Radiographs
Jong Hyuk Lee, Hyunsook Hong, Gunhee Nam, Eui Jin Hwang, Chang Min Park
SJR Q1FWCI 11.0Radiology

Background The factors affecting radiologists’ diagnostic determinations in artificial intelligence (AI)–assisted image reading remain underexplored. Purpose To assess how AI diagnostic performance and reader characteristics influence detection of malignant lung nodules during AI-assisted reading of chest radiographs. Materials and Methods This retrospective study consisted of two reading sessions from April 2021 to June 2021. Based on the first session without AI assistance, 30 readers were ass

Radiology, Nuclear Medicine and ImagingMedicine
10
논문|인용수 48·2020
Deep learning–based automated detection algorithm for active pulmonary tuberculosis on chest radiographs: diagnostic performance in systematic screening of asymptomatic individuals
Jong Hyuk Lee, Sunggyun Park, Eui Jin Hwang, Jin Mo Goo, Woo Young Lee, Sang-Ho Lee, Hyungjin Kim, Jason R. Andrews, Chang Min Park
SJR Q1FWCI 3.1European RadiologyOA
Radiology, Nuclear Medicine and ImagingMedicine
11
논문|인용수 45·2020
Growth and Clinical Impact of 6-mm or Larger Subsolid Nodules after 5 Years of Stability at Chest CT
Jong Hyuk Lee, Woo Hyeon Lim, Jung Hee Hong, Ju Gang Nam, Eui Jin Hwang, Hyungjin Kim, Jin Mo Goo, Chang Min Park
SJR Q1FWCI 3.4Radiology

Background It remains unclear whether 5 years of stability is sufficient to establish the benign behavior of subsolid nodules (SSNs) of the lung. There are no guidelines for the length of follow-up needed for these SSNs. Purpose To investigate the incidence of interval growth of pulmonary SSNs 6 mm or greater in diameter after 5 years of stability and their clinical outcome. Materials and Methods This retrospective study assessed SSNs 6 mm or greater that were stable for 5 years after detection

Pulmonary and Respiratory MedicineMedicine
12
논문|인용수 43·2013
Correlations and shape optimization in a channel with aligned dimples and protrusions
Jonghyeok Lee, Kwan-Soo Lee
SJR Q1FWCI 3.3International Journal of Heat and Mass Transfer
Mechanical EngineeringEngineering
13
리뷰|인용수 38·2023
An Integrated Radiologic-Pathologic Understanding of COVID-19 Pneumonia
Jong Hyuk Lee, Jaemoon Koh, Yoon Kyung Jeon, Jin Mo Goo, Soon Ho Yoon
SJR Q1FWCI 7.4RadiologyOA

This article reviews the radiologic and pathologic findings of the epithelial and endothelial injuries in COVID-19 pneumonia to help radiologists understand the fundamental nature of the disease. The radiologic and pathologic manifestations of COVID-19 pneumonia result from epithelial and endothelial injuries based on viral toxicity and immunopathologic effects. The pathologic features of mild and reversible COVID-19 pneumonia involve nonspecific pneumonia or an organizing pneumonia pattern, whi

Infectious DiseasesMedicine
14
리뷰|인용수 37·2020
Incidence, risk factors, and prognostic indicators of symptomatic air embolism after percutaneous transthoracic lung biopsy: a systematic review and pooled analysis
Jong Hyuk Lee, Soon Ho Yoon, Hyunsook Hong, Ji Young Rho, Jin Mo Goo
SJR Q1FWCI 2.0European RadiologyOA

• The pooled incidence of symptomatic air embolism after percutaneous transthoracic lung biopsy was 0.08%, and one-third of patients with symptomatic air embolism had sequelae or died. • The risk factors for symptomatic air embolism were the presence of an underlying disease, the use of a ≥ 19-gauge needle, and coronary or intracranial air embolism. • Sequelae and death in patients with symptomatic air embolism were associated with the use of aspiration biopsy and coronary or intracranial locati

Pulmonary and Respiratory MedicineMedicine
15
논문|인용수 34·2009
News values of sports events: an application of a newsworthiness model on the World Cup coverage of US and Korean media
Jong Hyuk Lee, Yun Jung Choi
SJR Q1FWCI 5.1Asian Journal of Communication

This study examined whether news value indicators influenced sports coverage of the 2002 World Cup soccer games by using a newsworthiness model. The model hypothesized that the more significant and the more deviant an event is, the more prominently the event is covered by the media. Significance and deviance of each match in the World Cup games are operationally defined by using world rankings such as FIFA points, William Hill betting points, and CNN power rankings. Prominence of media coverage

Sociology and Political ScienceSocial Sciences

대표 연구 분야

Pulmonary and Respiratory MedicineRadiology, Nuclear Medicine and ImagingArtificial IntelligenceAerospace EngineeringFluid Flow and Transfer ProcessesHematology

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