Skip to main content

Sung-Joon Ahn

Yonsei University · 医学

研究室紹介

Professor Sung-Joon Ahn's research lab specializes in advanced neuroimaging and radiomics, focusing on the application of quantitative MRI techniques to understand neurological and neurodegenerative diseases. The lab investigates brain microenvironment changes in aging, stroke, brain tumors, and psychiatric disorders using innovative MRI sequences such as contrast-enhanced FLAIR, T2-PROPELLER-FLAIR, and black-blood T1-weighted imaging. A central theme is the development and validation of radiomic and radiological biomarkers for early diagnosis, prognosis, and treatment prediction in conditions ranging from glioblastoma and lymphoma to major depressive disorder and brain metastases.

neuroimagingradiomicsbrain metastasisaging braingadolinium-enhanced MRI

Research Overview

Papers
145
Total Citations
1,781
Papers (5y)
49
Primary Field
医学

Research Output Trend

Figures are computed from collected data and may differ slightly.

Publications per year (5y)
49total
2022
2023
2024
2025
2026
Citations per year (5y)
191total
20222023202420252026

Selected Papers

15
1
Article|65 citations·2014
Differentiation between Primary Cerebral Lymphoma and Glioblastoma Using the Apparent Diffusion Coefficient: Comparison of Three Different ROI Methods
Sung Jun Ahn, Hyun Joo Shin, Jong Hee Chang, Seung‐Koo Lee
SJR Q1PLoS ONEOA

ADC values were significantly dependent on ROI method. ADCs from the whole tumor volume had the most reproducible results. ADCmean from the whole tumor volume may aid in differentiating between lymphoma and GBM. However, multi-modal imaging approaches are recommended than ADC alone for differentiation.

Radiology, Nuclear Medicine and ImagingMedicine
2
Article|64 citations·2020
Contrast-enhanced T1-weighted image radiomics of brain metastases may predict EGFR mutation status in primary lung cancer
Sung Jun Ahn, Hyeokjin Kwon, Jin‐Ju Yang, Mina Park, Yoon Jin, Sang Hyun Suh, Jong Min Lee
SJR Q1Scientific ReportsOA

Identification of EGFR mutations is critical to the treatment of primary lung cancer and brain metastases (BMs). Here, we explored whether radiomic features of contrast-enhanced T1-weighted images (T1WIs) of BMs predict EGFR mutation status in primary lung cancer cases. In total, 1209 features were extracted from the contrast-enhanced T1WIs of 61 patients with 210 measurable BMs. Feature selection and classification were optimized using several machine learning algorithms. Ten-fold cross-validat

Radiology, Nuclear Medicine and ImagingMedicine
3
Article|48 citations·2015
Hyperintense Vessels on T2-PROPELLER-FLAIR in Patients with Acute MCA Stroke: Prediction of Arterial Stenosis and Perfusion Abnormality
Sung Jun Ahn, Sang Hyun Suh, Kyung‐Yul Lee, Ji-Woo Kim, Kwon–Duk Seo, S. Lee
SJR Q1American Journal of NeuroradiologyOA

In MCA stroke, FLAIR hyperintense vessels were more prominent on T2-PROPELLER-FLAIR compared with T2-FLAIR. In addition, FLAIR hyperintense vessels on T2-PROPELLER-FLAIR have a significantly higher sensitivity for predicting large-artery stenosis than they do on T2-FLAIR. Moreover, the areas showing FLAIR hyperintense vessels on T2-PROPELLER-FLAIR were more closely associated with perfusion abnormality than those on T2-FLAIR.

NeurologyMedicine
4
Article|44 citations·2020
Aging Is Positively Associated with Peri-Sinus Lymphatic Space Volume: Assessment Using 3T Black-Blood MRI
Mina Park, Jin Woo Kim, Sung Jun Ahn, Yoon Jin, Sang Hyun Suh
SJR Q1Journal of Clinical MedicineOA

Objectives: Aging is a major risk factor for many neurological disorders and is associated with dural lymphatic dysfunction. We sought to evaluate the association of aging with the volume of the peri-sinus lymphatic space using contrast-enhanced 3T T1-weighted black-blood magnetic resonance imaging (MRI). Methods: In this retrospective study, 165 presumed neurologically normal subjects underwent brain MRIs for cancer staging between April and November 2018. The parasagittal peri-sinus lymphatic

Cellular and Molecular NeuroscienceNeuroscience
5
Article|32 citations·2014
Correlation between 18F-fluorodeoxyglucose positron emission tomography and pathologic differentiation in pancreatic cancer
Sung Jun Ahn, Mi‐Suk Park, Jong Doo Lee, Won Jun Kang
SJR Q2Annals of Nuclear MedicineOA
OncologyMedicine
6
Review|28 citations·2022
Contrast‐Enhanced Fluid‐Attenuated Inversion Recovery in Neuroimaging: A Narrative Review on Clinical Applications and Technical Advances
Sung Jun Ahn, Toshiaki Taoka, Won‐Jin Moon, Shinji Naganawa
SJR Q1Journal of Magnetic Resonance ImagingOA

While contrast-enhanced fluid-attenuated inversion recovery (FLAIR) has long been regarded as an adjunct sequence to evaluate leptomeningeal disease in addition to contrast-enhanced T1-weighted imaging, it is gradually being used for more diverse pathologies beyond leptomeningeal disease. Contrast-enhanced FLAIR is known to be highly sensitive to low concentrations of gadolinium within the fluid. Accordingly, recent research has suggested the potential utility of contrast-enhanced FLAIR in vario

Cellular and Molecular NeuroscienceNeuroscience
7
Article|26 citations·2016
What is the impact of child abuse on gray matter abnormalities in individuals with major depressive disorder: a case control study
Sung Jun Ahn, S.-H. Kyeong, Sang Hyun Suh, Jae‐Jin Kim, Tae-Sub Chung, Jeong‐Ho Seok
SJR Q1BMC PsychiatryOA

BACKGROUND: Patients with major depressive disorder (MDD) present heterogeneous clinical symptoms, and childhood abuse is associated with deepening of psychopathology. The aim of this study was to identify structural brain abnormalities in MDD and to assess further differences in gray matter density (GMD) associated with childhood abuse in MDD. METHODS: Differences in regional GMD between 34 MDD patients and 26 healthy controls were assessed using magnetic resonance imaging and optimized voxel-b

Clinical PsychologyPsychology
8
Article|24 citations·2011
Correlations of 3T DCE-MRI Quantitative Parameters with Microvessel Density in a Human-Colorectal-Cancer Xenograft Mouse Model
Sung Jun Ahn, Chansik An, Woong Sub Koom, Ho‐Taek Song, Jin‐Suck Suh
SJR Q1Korean Journal of RadiologyOA

OBJECTIVE: To investigate the correlation between quantitative dynamic contrast enhanced magnetic resonance imaging (DCE-MRI) parameters and microvascular density (MVD) in a human-colon-cancer xenograft mouse model using 3 Tesla MRI. MATERIALS AND METHODS: A human-colon-cancer xenograft model was produced by subcutaneously inoculating 1 × 10(6) DLD-1 human-colon-cancer cells into the right hind limbs of 10 mice. The tumors were allowed to grow for two weeks and then assessed using MRI. DCE-MRI w

Radiology, Nuclear Medicine and ImagingMedicine
9
Article|23 citations·2013
18F-FDG PET Metabolic Parameters and MRI Perfusion and Diffusion Parameters in Hepatocellular Carcinoma: A Preliminary Study
Sung Jun Ahn, Mi‐Suk Park, Kyung Ah Kim, Jun Yong Park, In Seong Kim, Won Jun Kang, Seung‐Koo Lee, Myeong‐Jin Kim
SJR Q1PLoS ONEOA

In this study, SUV was shown to be correlated with K(trans) in advanced HCCs; the higher the glucose metabolism a tumor had, the lower the perfusion it had, which might help in guiding target therapy.

Radiology, Nuclear Medicine and ImagingMedicine
10
Article|23 citations·2013
Accuracy and Predictive Value of Coronary Computed Tomography Angiography for the Detection of Obstructive Coronary Heart Disease in Patients With an Agatston Calcium Score Above 400
Sung Jun Ahn, Doo Kyoung Kang, Joo Sung Sun, Myeong‐Ho Yoon
SJR Q3Journal of Computer Assisted Tomography

Despite good overall diagnostic accuracy, coronary CTA in this group of patients was limited by low specificity. However, CTA was a better predictor of obstructive CHD compared with clinical predictors, and it avoided unnecessary ICA, even in patients with extensive coronary artery calcification.

Radiology, Nuclear Medicine and ImagingMedicine
11
Article|23 citations·2014
The Added Value of Double Dose Gadolinium Enhanced 3D T2 Fluid-Attenuated Inversion Recovery for Evaluating Small Brain Metastases
Sung Jun Ahn, Tae-Sub Chung, Jong Hee Chang, Seung‐Koo Lee
SJR Q2Yonsei Medical JournalOA

PURPOSE: Single dose gadolinium (Gd) enhanced fluid-attenuated inversion recovery (FLAIR) is helpful for visualizing superficial parenchymal metastases. However, the usefulness of FLAIR with a higher dose of Gd is uncertain. The aim of our study was two-folds: first, to prove that the signal to noise ratio (SNR) of small brain metastases is higher than large brain metastases on double-dose (DD) enhanced FLAIR and, second, to explore the added value of DD Gd enhanced FLAIR in relation to T1 GRE f

Radiology, Nuclear Medicine and ImagingMedicine
12
Article|21 citations·2015
Can FLAIR hyperintense vessel (FHV) signs be influenced by varying MR parameters and flow velocities? A flow phantom analysis
Sung Jun Ahn, Kyung‐Yul Lee, Sung Soo Ahn, Hwal Suh, Bum‐Soo Kim, Seung‐Koo Lee
SJR Q3Acta RadiologicaOA

BACKGROUND: Fluid-attenuated inversion recovery (FLAIR) hyperintense vessels (FHVs) have been used to assess leptomeningeal collateral flow in acute ischemic stroke. However, prior FHVs studies showed inconsistent results, which may be ascribable to different magnetic resonance (MR) parameters used. PURPOSE: To evaluate whether FHVs could be influenced by varying MR parameters and flow velocities, using a flow phantom. MATERIAL AND METHODS: A total of 512 sets of FLAIRs were performed with varyi

Radiology, Nuclear Medicine and ImagingMedicine
13
Review|20 citations·2021
Interpretation of fluid-attenuated inversion recovery vascular hyperintensity in stroke
Kyung‐Yul Lee, Jin Woo Kim, Mina Park, Sang Hyun Suh, Sung Jun Ahn
SJR Q1Journal of NeuroradiologyOA
EpidemiologyMedicine
14
Article|18 citations·2018
Apparent diffusion coefficient histogram in breast cancer brain metastases may predict their biological subtype and progression
Sung Jun Ahn, Mijin Park, Sungkyu Bang, Eun‐Seo Cho, Sung Gwe Ahn, Sang Hyun Suh, Jong‐Min Lee
SJR Q1Scientific ReportsOA

Our aims for this study were to investigate the relationship between diffusion weighted image (DWI) parameters of brain metastases (BMs) and biological markers of breast cancer, and moreover, to assess whether DWI parameters accurately predict patient outcomes. DWI data for 34 patients with BMs from breast cancer were retrospectively reviewed. Apparent diffusion coefficient (ADC) histogram parameters were calculated from all measurable BMs. Two region of interest (ROI) methods are used for the a

Radiology, Nuclear Medicine and ImagingMedicine
15
Article|18 citations·2016
MR imaging features that distinguish spinal cavernous angioma from hemorrhagic ependymoma and serial MRI changes in cavernous angioma
Inhwan Jeon, Woo Sang Jung, Sang Hyun Suh, Tae‐Sub Chung, Yong Eun Cho, Sung Jun Ahn
SJR Q1Journal of Neuro-OncologyOA
NeurologyMedicine

Research Areas

NeurologyRadiology, Nuclear Medicine and ImagingPulmonary and Respiratory MedicineEpidemiologySurgeryCellular and Molecular Neuroscience

Sung-Joon Ahnの研究をNubintでさらに深く

この研究室の論文をアプリで開き、AIと共に読み、要約し、引用しましょう。