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Jung Eun Cheon

Seoul National University · Medicine

About the Lab

Professor Jung Eun Cheon's research lab specializes in medical imaging and radiology, with a focus on advanced neuroimaging techniques for diagnosing and monitoring neurological disorders. The lab investigates the role of MRI and CT in identifying subtle brain and lung abnormalities in pediatric and adult patients, particularly in conditions such as leukodystrophies, eosinophilic pneumonia, and pediatric fractures. A key area of innovation involves applying deep learning algorithms to improve diagnostic accuracy in conventional radiographic imaging. The lab also explores the long-term effects of contrast agents on brain structures, contributing to safer and more precise radiological practices.

neuroimagingdeep learningradiologygadolinium toxicitypediatric imaging

Research Overview

Papers
337
Total Citations
5,675
Papers (5y)
57
Primary Field
Medicine

Research Output Trend

Figures are computed from collected data and may differ slightly.

Publications per year (5y)
57total
2022
2023
2024
2025
2026
Citations per year (5y)
286total
20222023202420252026

Selected Papers

15
1
Review|170 citations·2002
Leukodystrophy in Children: A Pictorial Review of MR Imaging Features
Jung‐Eun Cheon, In-One Kim, Yong Seung Hwang, Ki Joong Kim, Kyu‐Chang Wang, Byung-Kyu Cho, Je G., Chong Jai Kim, Woo Sun Kim, Kyung Mo Yeon
SJR Q1Radiographics

Dysmyelinating diseases, or leukodystrophies, encompass a wide spectrum of inherited neurodegenerative disorders affecting the integrity of myelin in the brain and peripheral nerves. Most of these disorders fall into one of three categories-lysosomal storage diseases, peroxisomal disorders, and diseases caused by mitochondrial dysfunction-and each leukodystrophy has distinctive clinical, biochemical, pathologic, and radiologic features. Magnetic resonance (MR) imaging has become the primary imag

Molecular BiologyBiochemistry, Genetics and Molecular Biology
2
Article|110 citations·1998
Thoracic actinomycosis: CT findings.
Jung‐Eun Cheon, J G Im, M Y Kim, Jack Lee, Guk Myung Choi, Kyung Mo Yeon
SJR Q1Radiology

Findings of chronic segmental air-space consolidation that contained low-attenuation areas with peripheral enhancement or adjacent pleural thickening at CT were suggestive of thoracic actinomycosis.

MicrobiologyMedicine
3
Article|107 citations·2019
Using a Dual-Input Convolutional Neural Network for Automated Detection of Pediatric Supracondylar Fracture on Conventional Radiography
Jae Won Choi, Yeon Jin Cho, Seowoo Lee, J.S. Lee, Seung Hyun Lee, Young Hun Choi, Jung‐Eun Cheon, Ji Young Ha
SJR Q1Investigative Radiology

OBJECTIVES: This study aimed to develop a dual-input convolutional neural network (CNN)-based deep-learning algorithm that utilizes both anteroposterior (AP) and lateral elbow radiographs for the automated detection of pediatric supracondylar fracture in conventional radiography, and assess its feasibility and diagnostic performance. MATERIALS AND METHODS: To develop the deep-learning model, 1266 pairs of AP and lateral elbow radiographs examined between January 2013 and December 2017 at a singl

RehabilitationMedicine
4
Article|90 citations·1996
Acute eosinophilic pneumonia: radiographic and CT findings in six patients.
Jung‐Eun Cheon, K S Lee, Ghap‐Joong Jung, Moon‐Hyun Chung, Yotmg Cho
SJR Q1American Journal of Roentgenology

Initial and follow-up chest radiographs, chest CT scans (n = 5) and clinical data in six patients with acute eosinophilic pneumonia were reviewed by two chest radiologists. The predominant initial radiographic finding was diffuse bilateral reticular densities (four [67%] of six patients). Areas of ground-glass opacity were observed on CT scans in all patients (5 of 5) and were bilateral, random, and patchy in distribution in four (80%) of five patients. Smooth septal thickening and pleural effus

Pulmonary and Respiratory MedicineMedicine
5
Article|61 citations·2006
Nutcracker syndrome in children with gross haematuria: Doppler sonographic evaluation of the left renal vein
Jung‐Eun Cheon, Woo Sun Kim, In-One Kim, Seung Hyup Kim, Kyung Mo Yeon, Il Soo Ha, Hae Il Cheong, Yong Choi
SJR Q1Pediatric Radiology
SurgeryMedicine
6
Article|53 citations·2018
Pediatric Brain
Young Jin Ryu, Young Hun Choi, Jung‐Eun Cheon, Woojin Lee, Subin Park, Ji Eun Park, Woo Sun Kim, In-One Kim
SJR Q1Investigative Radiology

PURPOSE: The aim of this study was to identify the signal intensity (SI) changes in the dentate nucleus (DN) and the globus pallidus (GP) on unenhanced T1-weighted magnetic resonance (MR) images after multiple administration of gadolinium-based contrast agents (GBCAs) in children and compare those changes between linear and macrocyclic GBCAs. MATERIALS AND METHODS: This retrospective study was approved by the institutional review board and the requirement for informed consent was waived. We iden

Pediatrics, Perinatology and Child HealthMedicine
7
Article|52 citations·1998
MR of hippocampal sclerosis: comparison of qualitative and quantitative assessments.
Jung‐Eun Cheon, K H Chang, Hong Dae Kim, Moon Hee Han, Sung Hwan Hong, Su Ok Seong, In-yeol Kim, Sang Gun Lee, Yong Seung Hwang, H.-J. Kim
PubMedOA

PURPOSE: Our goal was to compare the diagnostic accuracy of subjective visual assessment versus MR volumetry in evaluating hippocampal sclerosis and to determine whether MR volumetry is needed in the lateralization of this disease process. METHODS: MR imaging findings were studied retrospectively in 48 patients who underwent surgery for temporal lobe epilepsy and were compared with findings at MR volumetry on an Allegro workstation. Both visual assessment and volumetry were carried out in a blin

Psychiatry and Mental healthMedicine
8
Article|35 citations·1998
Radiological features of focal nodular hyperplasia of the liver in children
Jung‐Eun Cheon, Woo Sun Kim, I.-O. Kim, Ja–June Jang, Jeong Kee Seo, Kyung Mo Yeon
SJR Q1Pediatric Radiology
HepatologyMedicine
9
Article|31 citations·2010
Clinical Application of Liver MR Imaging in Wilson's Disease
Jung‐Eun Cheon, In-One Kim, Jeong Kee Seo, Jae Sung Ko, Jeong Min Lee, Cheong‐Il Shin, Woo Sun Kim, Kyung Mo Yeon
SJR Q1Korean Journal of RadiologyOA

OBJECTIVE: To determine whether there is a correlation between liver MR findings and the clinical manifestations and severity of liver dysfunction in patients with Wilson's disease. MATERIALS AND METHODS: Two radiologists retrospectively evaluated MR images of the liver in 50 patients with Wilson's disease. The Institutional Review Board approved this retrospective study and informed consent was waived. MR images were evaluated with a focus on hepatic contour abnormalities and the presence of in

Nutrition and DieteticsNursing
10
Article|30 citations·2008
Central skull base lymphoma in children: MR and CT features
Hei-Kyung Choi, Jung‐Eun Cheon, In-One Kim, Byung Jae Youn, Ah Young Jung, Su-Mi Shin, Woo Sun Kim, Kyung Mo Yeon
SJR Q1Pediatric Radiology
NeurologyMedicine
11
Article|28 citations·2015
Ultrasound-guided contrast enema for meconium obstruction in very low birth weight infants: Factors that affect treatment success
Hyun‐Hae Cho, Jung‐Eun Cheon, Young Hun Choi, So Mi Lee, Woo Sun Kim, In-One Kim, Su-Mi Shin, Ee‐Kyung Kim, Han‐Suk Kim, Jung-Hwan Choi, Sun Kyoung You
SJR Q1European Journal of Radiology
SurgeryMedicine
12
Article|26 citations·2019
Preventive Effect of Changing Contrast Media in Patients With A Prior Mild Immediate Hypersensitivity Reaction to Gadolinium-Based Contrast Agent
Chang Hyun Ryoo, Young Hun Choi, Jung‐Eun Cheon, Soon Ho Yoon, Hye‐Ryun Kang, Sae‐Jin Park, Whal Lee
SJR Q1Investigative Radiology

OBJECTIVES: Currently, the prevention of recurrent immediate hypersensitivity reactions (HSRs) to contrast media (CM) requests premedication and changing the culprit contrast agent. However, strategies for the prevention of immediate HSRs to gadolinium-based magnetic resonance contrast agents (GBCAs) have not yet been established. This study aimed to evaluate the effectiveness of changing the contrast agent and single-dose premedication for HSR recurrence prevention in patients with a history of

NephrologyMedicine
13
Article|20 citations·2019
Computerized texture analysis of pulmonary nodules in pediatric patients with osteosarcoma: Differentiation of pulmonary metastases from non-metastatic nodules
Yeon Jin Cho, Woo Sun Kim, Young Hun Choi, Ji Young Ha, Seunghyun Lee, Sang Joon Park, Jung‐Eun Cheon, Hyoung Jin Kang, Hee Young Shin, In-One Kim
SJR Q1PLoS ONEOA

Pulmonary metastases from osteosarcoma could be differentiated from non-metastases by using computerized texture analysis. Higher mean attenuation and larger diameter were significant predictors for pulmonary metastases, while higher mean attenuation was a significant predictor for small non-calcified pulmonary metastases.

Radiology, Nuclear Medicine and ImagingMedicine
14
Article|17 citations·2015
Optimal insertion lengths of right and left internal jugular central venous catheters in children
Young Hun Choi, Jung‐Eun Cheon, Seung Han Shin, Su-Mi Shin, So Mi Lee, Hyun‐Hae Cho, Woo Sun Kim, In-One Kim
SJR Q1Pediatric Radiology
Emergency Medical ServicesHealth Professions
15
Article|16 citations·2003
Imaging Findings After Fat Graft Interposition in an Injured Growth Plate
Jung‐Eun Cheon, In-One Kim, Chong Jai Kim, Woo Sun Kim, Won Joon Yoo, In Ho Choi, Kyung Mo Yeon
SJR Q1Investigative Radiology

MR imaging was helpful for evaluating growth plate modifications and subsequent changes after fat graft interposition. Fat graft interposition had a role in reducing growth disturbance in growth plate injury.

EpidemiologyMedicine

Research Areas

SurgeryRadiology, Nuclear Medicine and ImagingRheumatologyEpidemiologyPulmonary and Respiratory MedicinePediatrics, Perinatology and Child Health

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