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In Young Yoon

Sungkyunkwan University · Medicine

About the Lab

Professor In Young Yoon's research lab specializes in diagnostic and interventional radiology, with a primary focus on breast and thyroid imaging. The lab conducts cutting-edge research on breast density assessment using automated volumetric mammography, optimizes imaging techniques for accurate tumor size measurement (including CEDM and MRI), and evaluates minimally invasive treatments such as radiofrequency ablation for thyroid nodules. The team also investigates the diagnostic accuracy of fine-needle aspiration versus core-needle biopsy in thyroid nodules, emphasizing ultrasound-based classification and clinical decision-making.

breast densitythyroid nodulemammographyradiofrequency ablationtumor size measurement

Research Overview

Papers
67
Total Citations
1,311
Papers (5y)
28
Primary Field
Medicine

Research Output Trend

Figures are computed from collected data and may differ slightly.

Publications per year (5y)
28total
2022
2023
2024
2025
2026
Citations per year (5y)
67total
20222023202420252026

Selected Papers

15
1
Article|608 citations·2018
2017 Thyroid Radiofrequency Ablation Guideline: Korean Society of Thyroid Radiology
Ji‐hoon Kim, Jung Hwan Baek, Hyun Kyung Lim, Hye Shin Ahn, Seon Mi Baek, Yoon Jung Choi, Young Jun Choi, Sae Rom Chung, Eun Ju Ha, Soo Yeon Hahn, So Lyung Jung, Dae Sik Kim
SJR Q1Korean Journal of RadiologyOA

Thermal ablation using radiofrequency is a new, minimally invasive modality employed as an alternative to surgery in patients with benign thyroid nodules and recurrent thyroid cancers. The Task Force Committee of the Korean Society of Thyroid Radiology (KSThR) developed recommendations for the optimal use of radiofrequency ablation for thyroid tumors in 2012. As new meaningful evidences have accumulated, KSThR decided to revise the guidelines. The revised guideline is based on a comprehensive an

Endocrinology, Diabetes and MetabolismMedicine
2
Article|38 citations·2015
Ultrasonography-Guided Surgical Clip Placement for Tumor Localization in Patients Undergoing Neoadjuvant Chemotherapy for Breast Cancer
Inyoung Youn, Seon Hyeong Choi, Shin Ho Kook, Yoon Jung Choi, Chan Heun Park, Yong Lai Park, Dong Hoon Kim
SJR Q2Journal of Breast CancerOA

Surgical clips may replace commercial tissue markers for tumor localization in breast cancer patients undergoing NAC without migration. Surgical clips are well tolerated and safe for the patient, easily visualized on imaging, do not interfere with treatment response, and are cost-effective.

Cancer ResearchBiochemistry, Genetics and Molecular Biology
3
Article|34 citations·2019
Contrast enhanced digital mammography versus magnetic resonance imaging for accurate measurement of the size of breast cancer
Inyoung Youn, Seon-Hyeong Choi, Yoon Jung Choi, Ju Hee Moon, Hee Jin Park, Soo‐Youn Ham, Chan Heun Park, Eun Young Kim, Shin Ho Kook
SJR Q1British Journal of RadiologyOA

To compare the accuracy of contrast-enhanced digital mammography (CEDM) and MRI, including maximal intensity projection (MIP) images, for measuring the tumour size of breast cancer. We included 52 females (mean age, 50.9 years) with surgery due to breast cancer, and measured maximum diameter of main mass on mediolateral oblique (MLO) and craniocaudal (CC) views of mammography and CEDM; sagittal, axial MIP images, and early dynamic contrast-enhanced MRI (CEMRI) before surgery. Bland–Altman plot,

Pulmonary and Respiratory MedicineMedicine
4
Article|29 citations·2016
Mammographic Breast Density Evaluation in Korean Women Using Fully Automated Volumetric Assessment
Inyoung Youn, Seon Hyeong Choi, Shin Ho Kook, Yoon Jung Choi
SJR Q2Journal of Korean Medical ScienceOA

The purpose was to present mean breast density of Korean women according to age using fully automated volumetric assessment. This study included 5,967 screening normal or benign mammograms (mean age, 46.2 ± 9.7; range, 30-89 years), from cancer-screening program. We evaluated mean fibroglandular tissue volume, breast tissue volume, volumetric breast density (VBD), and the results were 53.7 ± 30.8 cm(3), 383.8 ± 205.2 cm(3), and 15.8% ± 7.3%. The frequency of dense breasts and mean VBD by age gro

Pulmonary and Respiratory MedicineMedicine
5
Article|28 citations·2013
Phyllodes Tumors of the Breast: Ultrasonographic Findings and Diagnostic Performance of Ultrasound-Guided Core Needle Biopsy
Inyoung Youn, Seon Hyeong Choi, Hee Jung Moon, Min Jung Kim, Eun‐Kyung Kim
SJR Q1Ultrasound in Medicine & BiologyOA
Pathology and Forensic MedicineMedicine
6
Article|25 citations·2020
Diagnostic performance of core needle biopsy as a first‐line diagnostic tool for thyroid nodules according to ultrasound patterns: Comparison with fine needle aspiration using propensity score matching analysis
Hye Shin Ahn, Inyoung Youn, Dong Gyu Na, Soo Jin Kim, Mi Yeon Lee
SJR Q2Clinical Endocrinology

OBJECTIVE: This study aimed to compare the diagnostic performance of core-needle biopsy (CNB) to fine-needle aspiration (FNA) as a first-line diagnostic tool in initially detected thyroid nodules, according to ultrasound (US) patterns. MATERIALS AND METHODS: This study included 778 consecutive nodules from 705 patients who underwent CNB from one institution and 627 nodules from 583 patients who underwent FNA from two institutions. Adjustments for significant differences in patients' characterist

Endocrinology, Diabetes and MetabolismMedicine
7
Article|22 citations·2016
Mammographic Breast Density Evaluation in Korean Women Using Fully Automated Volumetric Assessment
윤인영, 최선형, 국신호, 최윤정
Journal of Korean Medical Science

The purpose was to present mean breast density of Korean women according to age using fully automated volumetric assessment. This study included 5,967 screening normal or benign mammograms (mean age, 46.2 ± 9.7; range, 30-89 years), from cancer-screening program. We evaluated mean fibroglandular tissue volume, breast tissue volume, volumetric breast density (VBD), and the results were 53.7 ± 30.8 cm3, 383.8 ± 205.2 cm3, and 15.8% ± 7.3%. The frequency of dense breasts and mean VBD by age group w

8
Article|21 citations·2015
Ultrasound Assessment of Breast Development: Distinction Between Premature Thelarche and Precocious Puberty
Inyoung Youn, Sung Hee Park, In Seok Lim, Soo Jin Kim
SJR Q1American Journal of Roentgenology

OBJECTIVE. We analyzed the correlation between breast development and ultrasound-measured breast bud diameter. We also evaluated different breast ultrasound findings in pediatric subjects with precocious puberty and premature thelarche while comparing bone age and hormone levels. MATERIALS AND METHODS. We performed a retrospective study with a sample of 90 girls (mean age, 7.8 years) who underwent breast ultrasound for evaluation of early breast development between March 2011 and February 2013.

Reproductive MedicineMedicine
9
Article|17 citations·2024
Diagnostic Performance of Point-of-Care Apparent Diffusion Coefficient Measures to Reduce Biopsy in Breast Lesions at MRI: Clinical Validation
Inyoung Youn, Debosmita Biswas, Daniel S. Hippe, Andrea M. Winter, Anum S. Kazerouni, Sara H. Javid, Janie M. Lee, Habib Rahbar, Savannah C. Partridge
SJR Q1RadiologyOA

Background The Eastern Cooperative Oncology Group–American College of Radiology Imaging Network Cancer Research Group multicenter A6702 trial identified an optimal apparent diffusion coefficient (ADC) cutoff to potentially reduce biopsies by 21% without affecting sensitivity. Whether this performance can be achieved in clinical settings has not yet been established. Purpose To validate the performance of point-of-care ADC measurements with the A6702 trial ADC cutoff for reducing unnecessary biop

Radiology, Nuclear Medicine and ImagingMedicine
10
Article|17 citations·2014
Absence of Residual Microcalcifications in Atypical Ductal Hyperplasia Diagnosed via Stereotactic Vacuum-Assisted Breast Biopsy: Is Surgical Excision Obviated?
Inyoung Youn, Min Jung Kim, Hee Jung Moon, Eun‐Kyung Kim
SJR Q2Journal of Breast CancerOA

The underestimation rate of ADH on VABB was 33.3%. Furthermore, 30% of patients with no remaining calcifications were upgraded to DCIS. Therefore, we conclude that all ADH cases diagnosed via VABB should be excised regardless of the presence of residual microcalcifications.

Pathology and Forensic MedicineMedicine
11
Article|13 citations·2023
Diagnostic Performance of Artificial Intelligence–Based Computer-Aided Detection Software for Automated Breast Ultrasound
Mi-ri Kwon, Inyoung Youn, Mi Yeon Lee, Hyunah Lee
SJR Q1Academic Radiology
Artificial IntelligenceComputer Science
12
Article|12 citations·2015
Ultrasonography-Guided Surgical Clip Placement for Tumor Localization in Patients Undergoing Neoadjuvant Chemotherapy for Breast Cancer
윤인영, 최선형, 국신호, 최윤정, 박찬흔, 박용래, 김동훈
Journal of Breast Cancer

Purpose: We investigated the feasibility of using surgical clips asmarkers for tumor localization and their effect on the imagingevaluation of treatment responses after neoadjuvant chemotherapy(NAC). Methods: A total of 16 breast cancers confirmed byneedle biopsy in 15 patients were included in this study fromOctober 2012 to June 2014. Under ultrasonography (US)-guidance,the surgical clips were placed prior to NAC. Additionalmammography, breast US, and breast magnetic resonance examinationswere

13
Article|8 citations·2021
Diagnosing thyroid nodules with atypia of undetermined significance/follicular lesion of undetermined significance cytology with the deep convolutional neural network
Inyoung Youn, Eunjung Lee, Jung Hyun Yoon, Hye Sun Lee, Mi-ri Kwon, Juhee Moon, Sunyoung Kang, Seul Ki Kwon, Kyong Yeun Jung, Young Joo Park, Do Joon Park, Sun Wook Cho
SJR Q1Scientific ReportsOA

To compare the diagnostic performances of physicians and a deep convolutional neural network (CNN) predicting malignancy with ultrasonography images of thyroid nodules with atypia of undetermined significance (AUS)/follicular lesion of undetermined significance (FLUS) results on fine-needle aspiration (FNA). This study included 202 patients with 202 nodules ≥ 1 cm AUS/FLUS on FNA, and underwent surgery in one of 3 different institutions. Diagnostic performances were compared between 8 physicians

Endocrinology, Diabetes and MetabolismMedicine
14
Article|7 citations·2012
Correlation Between Vertebral Marrow Fat Fraction Measured Using Dixon Quantitative Chemical Shift MRI and BMD Value on Dual-energy X-ray Absorptiometry
Inyoung Youn, Hwa Yeon Lee, Tae Yong Kim
Journal of the Korean Society of Magnetic Resonance in MedicineOA

Purpose : The purpose of this study was to determine whether there is a significant correlation between vertebral marrow fat fraction measured using Dixon quantitative chemical shift MRI (QCSI) and BMD on dual-energy X-ray absorptiometry (DXA). Materials and Methods: This retrospective study included 68 healthy individuals [mean age, 50.7 years; range, 25-76; male/female (M/F) = 36/32] who underwent DXA of the L-spine and whole body MRI including QCSI of the L-spine and chemical shift MRI of the

Orthopedics and Sports MedicineMedicine
15
Article|6 citations·2014
Serum Thyroglobulin Adds No Additional Value to Ultrasonographic Features in a Thyroid Malignancy
Inyoung Youn, Ji Min Sung, Eun‐Kyung Kim, Jin Young Kwak
SJR Q3Ultrasound QuarterlyOA

We investigated the adjunctive role of preoperative serum thyroglobulin (Tg) in the diagnosis of thyroid nodules. A retrospective study was performed on 374 thyroid nodules (363 benign and 11 malignant) in 360 patients (296 women and 64 men; mean age, 50.1 years; range, 16-86 years) between December 2010 and July 2011. We evaluated clinicopathologic characteristics of patients and ultrasonographic (US) features of the lesions including presurgical Tg levels. Univariate and multivariate analysis

Endocrinology, Diabetes and MetabolismMedicine

Research Areas

Radiology, Nuclear Medicine and ImagingEndocrinology, Diabetes and MetabolismCancer ResearchPathology and Forensic MedicineArtificial IntelligenceOrthopedics and Sports Medicine

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