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Young-Ju Seo

Yonsei University · Medicine

About the Lab

Professor Young-Ju Seo's research lab specializes in diagnostic radiology and medical imaging, focusing on the application of advanced imaging techniques—such as diffusion-weighted MRI, radiomics, and gadoxetic acid-enhanced MRI—to improve the non-invasive prediction of tumor characteristics in hepatocellular carcinoma and lung adenocarcinoma. The lab emphasizes quantitative imaging biomarkers, including apparent diffusion coefficients and radiomic features, to predict pathological features like microvascular invasion and PD-L1 expression. They also investigate complications related to contrast media and optimize biopsy techniques for breast cancer to reduce diagnostic underestimation. Their work bridges radiological imaging with clinical oncology to enhance precision diagnosis and treatment planning.

radiomicsdiffusion-weighted imagingtumor biomarkerscontrast media safetybreast cancer biopsy

Research Overview

Papers
161
Total Citations
3,658
Papers (5y)
52
Primary Field
Medicine

Research Output Trend

Figures are computed from collected data and may differ slightly.

Publications per year (5y)
52total
2022
2023
2024
2025
2026
Citations per year (5y)
256total
20222023202420252026

Selected Papers

15
1
Review|500 citations·2020
Pulmonary Embolism and Deep Vein Thrombosis in COVID-19: A Systematic Review and Meta-Analysis
Young Joo Suh, Hyunsook Hong, Mickaël Ohana, Florian Bompard, Marie-Pierre Revel, Clarissa Valle, A. Gervaise, Julien Poissy, Sophie Susen, Guillaume Hékimian, Mathieu Artifoni, Daniel Périard
SJR Q1RadiologyOA

See also the editorial by Woodard in this issue.

Internal MedicineMedicine
2
Article|99 citations·2012
Preoperative prediction of the microvascular invasion of hepatocellular carcinoma with diffusion-weighted imaging
Young Joo Suh, Myeong‐Jin Kim, Jin‐Young Choi, Mi‐Suk Park, Ki Whang Kim
SJR Q1Liver TransplantationOA

The aim of this study was to investigate whether diffusion-weighted imaging (DWI) could be useful in predicting the microvascular invasion (MVI) of hepatocellular carcinoma (HCC). Sixty-seven surgically proven HCCs from 65 patients (54 men and 11 women with an age range of 35-75 years and a mean age of 56.0 years) were retrospectively analyzed. The signal intensities (SIs) of the lesions on preoperative diffusion-weighted (DW) images were visually categorized as isointense or hyperintense in com

Radiology, Nuclear Medicine and ImagingMedicine
3
Article|93 citations·2020
Utility of CT radiomics for prediction of PD‐L1 expression in advanced lung adenocarcinomas
Jiyoung Yoon, Young Joo Suh, Kyunghwa Han, Hyoun Cho, Hye‐Jeong Lee, Jin Hur, Byoung Wook Choi
SJR Q2Thoracic CancerOA

BACKGROUND: We aimed to assess if quantitative radiomic features can predict programmed death ligand 1 (PD-L1) expression in advanced stage lung adenocarcinoma. METHODS: This retrospective study included 153 patients who had advanced stage (>IIIA by TNM classification) lung adenocarcinoma with pretreatment thin section computed tomography (CT) images and PD-L1 expression test results in their pathology reports. Clinicopathological data were collected from electronic medical records. Visual analy

Radiology, Nuclear Medicine and ImagingMedicine
4
Article|77 citations·2011
Differentiation of Hepatic Hyperintense Lesions Seen on Gadoxetic Acid–Enhanced Hepatobiliary Phase MRI
Young Joo Suh, Myeong‐Jin Kim, Jin‐Young Choi, Young Nyun Park, Mi‐Suk Park, Ki Whang Kim
SJR Q1American Journal of RoentgenologyOA

On gadoxetic acid-enhanced MR images, hyperintense nodules can be differentiated with several imaging characteristics, especially a focal defect in contrast uptake and a hypointense rim, that indicate the diagnosis of hyperintense HCC.

EpidemiologyMedicine
5
Article|61 citations·2019
A Novel Algorithm to Differentiate Between Multiple Primary Lung Cancers and Intrapulmonary Metastasis in Multiple Lung Cancers With Multiple Pulmonary Sites of Involvement
Young Joo Suh, Hyun-Ju Lee, Pamela Sung, Heera Yoen, Se Woo Kim, Seungchul Han, Sungeun Park, Jung Hee Hong, Heekyung Kim, Jiyeon Lim, Hyungjin Kim, Soon Ho Yoon
SJR Q1Journal of Thoracic OncologyOA
Pulmonary and Respiratory MedicineMedicine
6
Review|58 citations·2019
Acute Adverse Reactions to Nonionic Iodinated Contrast Media
Young Joo Suh, Soon Ho Yoon, Hyunsook Hong, Seokyung Hahn, Dong Yoon Kang, Hye‐Ryun Kang, Young Hun Choi, Whal Lee
SJR Q1Investigative RadiologyOA

OBJECTIVES: We aimed to meta-analytically compare the incidence of acute adverse reactions (AARs) to nonionic iodinated contrast media (ICM) according to the type of ICM in patients who underwent radiologic examinations with administration of ICM via intravascular route. MATERIALS AND METHODS: A systematic literature search identified studies evaluating the incidence of AARs to 7 nonionic ICM (iobitridol, iohexol, iomeprol, iopamidol, iopromide, ioversol, and iodixanol) with extractable outcomes

NephrologyMedicine
7
Article|49 citations·2012
Comparison of the underestimation rate in cases with ductal carcinoma in situ at ultrasound-guided core biopsy: 14-gauge automated core-needle biopsy vs 8- or 11-gauge vacuum-assisted biopsy
Young Joo Suh, Min Jung Kim, E-K Kim, Hee Jung Moon, Jin Young Kwak, Hye Ryoung Koo, Jung Hyun Yoon
SJR Q1British Journal of RadiologyOA

OBJECTIVE: The objective of this study was to compare the underestimation rate of invasive carcinoma in cases with ductal carcinoma in situ (DCIS) at percutaneous ultrasound-guided core biopsies of breast lesions between 14-gauge automated core-needle biopsy (ACNB) and 8- or 11-gauge vacuum-assisted biopsy (VAB), and to determine the relationship between the lesion type (mass or microcalcification on radiological findings) and the DCIS underestimation rate. METHODS: We retrospectively reviewed i

Pathology and Forensic MedicineMedicine
8
Review|43 citations·2021
Prevalence of abnormal cardiovascular magnetic resonance findings in recovered patients from COVID-19: a systematic review and meta-analysis
Jin Young Kim, Kyunghwa Han, Young Joo Suh
SJR Q1Journal of Cardiovascular Magnetic ResonanceOA

Nearly half of recovered COVID-19 patients exhibited one or more abnormal CMR findings. Athletes and patients with normal cardiac enzyme levels showed a lower prevalence of abnormal CMR findings than non-athletes and patients with undetermined cardiac enzyme levels. Trial registration The study protocol was registered in the PROSPERO database (registration number: CRD42020225234).

Infectious DiseasesMedicine
9
Article|37 citations·2016
Assessment of Mitral Paravalvular Leakage After Mitral Valve Replacement Using Cardiac Computed Tomography
Young Joo Suh, Geu‐Ru Hong, Kyunghwa Han, Dong Jin Im, Suyon Chang, Yoo Jin Hong, Hye‐Jeong Lee, Jin Hur, Byoung Wook Choi, Byung‐Chul Chang, Chi Young Shim, Young Jin Kim
SJR Q1Circulation Cardiovascular ImagingOA

BACKGROUND: The diagnostic performance of cardiac computed tomography (CT) for detection of paravalvular leakage (PVL) after mitral valve replacement has not been investigated in a large population. We aimed to investigate the diagnostic accuracy of CT for diagnosis of mitral PVL using surgical findings as the standard reference and to compare the diagnostic performance of CT with those of transthoracic echocardiography (TTE) and transesophageal echocardiography (TEE). METHODS AND RESULTS: A tot

Cardiology and Cardiovascular MedicineMedicine
10
Article|33 citations·2022
Fully automatic coronary calcium scoring in non-ECG-gated low-dose chest CT: comparison with ECG-gated cardiac CT
Young Joo Suh, Cherry Kim, June‐Goo Lee, Hongmin Oh, Heejun Kang, Young‐Hak Kim, Dong Hyun Yang
SJR Q1European RadiologyOA
Radiology, Nuclear Medicine and ImagingMedicine
11
Article|33 citations·2013
Combined Use of Automatic Tube Potential Selection with Tube Current Modulation and Iterative Reconstruction Technique in Coronary CT Angiography
Young Joo Suh, Young Jin Kim, Sae Rom Hong, Yoo Jin Hong, Hye‐Jeong Lee, Jin Hur, Byoung Wook Choi
SJR Q1RadiologyOA

The combination of SAFIRE and APSCM at coronary CT angiography significantly improves objective image quality while maintaining diagnostic accuracy and reduced radiation dose. Online supplemental material is available for this article.

Radiology, Nuclear Medicine and ImagingMedicine
12
Article|31 citations·2021
Development of a deep learning-based algorithm for the automatic detection and quantification of aortic valve calcium
Suyon Chang, Hwiyoung Kim, Young Joo Suh, Dong Min Choi, Hyunghu Kim, Dong Kyu Kim, Jin Young Kim, Jin Young Yoo, Byoung Wook Choi
SJR Q1European Journal of RadiologyOA
Cardiology and Cardiovascular MedicineMedicine
13
Article|30 citations·2018
Computed tomography characteristics of lung adenocarcinomas with epidermal growth factor receptor mutation: A propensity score matching study
Young Joo Suh, Hyun-Ju Lee, Young Jae Kim, Kwang Gi Kim, Heekyung Kim, Yoon Kyung Jeon, Young Tae Kim
SJR Q1Lung CancerOA
Pulmonary and Respiratory MedicineMedicine
14
Review|30 citations·2019
Diagnostic Value of Advanced Imaging Modalities for the Detection and Differentiation of Prosthetic Valve Obstruction
Jin Young Kim, Young Joo Suh, Kyunghwa Han, Young Jin Kim, Byoung Wook Choi
SJR Q1JACC. Cardiovascular imagingOA
Cardiology and Cardiovascular MedicineMedicine
15
Article|27 citations·2019
Utility of FDG PET/CT for Preoperative Staging of Non–Small Cell Lung Cancers Manifesting as Subsolid Nodules With a Solid Portion of 3 cm or Smaller
Young Joo Suh, Chang Min Park, Kyunghwa Han, Sun Kyung Jeon, Hyungjin Kim, Eui Jin Hwang, Jong Hyuk Lee, Jin Chul Paeng, Chang Hyun Lee, Young Tae Kim, Jin Mo Goo
SJR Q1American Journal of RoentgenologyOA

<b>OBJECTIVE.</b> The objective of our study was to investigate the utility of FDG PET/CT for the preoperative staging of subsolid non-small cell lung cancers (NSCLCs) with a solid portion size of 3 cm or smaller. <b>MATERIALS AND METHODS.</b> We retrospectively enrolled 855 patients with pathologically proven NSCLCs manifesting as subsolid nodules with a solid portion of 3 cm or smaller on CT. We then compared the diagnostic performances of FDG PET/CT and chest CT for detecting lymph node (LN),

Pulmonary and Respiratory MedicineMedicine

Research Areas

Radiology, Nuclear Medicine and ImagingCardiology and Cardiovascular MedicinePulmonary and Respiratory MedicineBiomedical EngineeringCancer ResearchOncology

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