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Jeonghee Shin

Sungkyunkwan University · 医学

研究室紹介

Professor Jeonghee Shin's research lab specializes in thyroid imaging and diagnostic radiology, with a primary focus on advancing ultrasonography (US)-based diagnosis, risk stratification, and personalized management of thyroid nodules. The lab investigates the integration of artificial intelligence, particularly deep learning models like convolutional neural networks (CNNs), to improve the accuracy of thyroid nodule classification and reduce diagnostic variability. Research also emphasizes optimizing fine-needle aspiration (FNA) and molecular testing (e.g., BRAF(V600E) mutation analysis) in conjunction with US features to refine preoperative diagnosis and guide surgical decisions. The lab conducts multicenter validation studies to ensure clinical applicability and reliability of AI tools in real-world settings.

ultrasonographythyroid nodulesartificial intelligencediagnostic accuracymolecular imaging

Research Overview

Papers
306
Total Citations
9,312
Papers (5y)
32
Primary Field
医学

Research Output Trend

Figures are computed from collected data and may differ slightly.

Publications per year (5y)
32total
2022
2023
2024
2025
2026
Citations per year (5y)
183total
20222023202420252026

Selected Papers

15
1
Review|885 citations·2016
Ultrasonography Diagnosis and Imaging-Based Management of Thyroid Nodules: Revised Korean Society of Thyroid Radiology Consensus Statement and Recommendations
Jung Hee Shin, Jung Hwan Baek, Jin Chung, Eun Joo Ha, Ji‐hoon Kim, Young Hen Lee, Hyun Kyung Lim, Won‐Jin Moon, Dong Gyu Na, Jeong Seon Park, Yoon Jung Choi, Soo Yeon Hahn
SJR Q1Korean Journal of RadiologyOA

The rate of detection of thyroid nodules and carcinomas has increased with the widespread use of ultrasonography (US), which is the mainstay for the detection and risk stratification of thyroid nodules as well as for providing guidance for their biopsy and nonsurgical treatment. The Korean Society of Thyroid Radiology (KSThR) published their first recommendations for the US-based diagnosis and management of thyroid nodules in 2011. These recommendations have been used as the standard guidelines

Endocrinology, Diabetes and MetabolismMedicine
2
Article|118 citations·2011
Inoperable Symptomatic Recurrent Thyroid Cancers: Preliminary Result of Radiofrequency Ablation
Ko Woon Park, Jung Hee Shin, Boo‐Kyung Han, Eun Young Ko, Jae Hoon Chung
SJR Q1Annals of Surgical Oncology
Endocrinology, Diabetes and MetabolismMedicine
3
Article|87 citations·2007
Sonographic Findings in the Surgical Bed After Thyroidectomy
Jung Hee Shin, Boo‐Kyung Han, Eun Young Ko, Seok Seon Kang
SJR Q2Journal of Ultrasound in Medicine

For lesions located in the surgical bed in patients after thyroidectomy, the distinction between recurrent thyroid cancer and nonrecurrent benign lesions cannot be made on the basis of the sonographic features. Fine-needle aspiration is helpful in determining the histologic nature of such lesions.

Endocrinology, Diabetes and MetabolismMedicine
4
Article|86 citations·2016
Preoperative differentiation between noninvasive follicular thyroid neoplasm with papillary-like nuclear features (NIFTP) and non-NIFTP
Soo Yeon Hahn, Jung Hee Shin, Hyun Kyung Lim, So Lyung Jung, Young Lyun Oh, In Ho Choi, Chan Kwon Jung
SJR Q2Clinical Endocrinology

Noninvasive follicular thyroid neoplasm with papillary-like nuclear features lacks malignant US features and is better triaged using US-CNB than using US-FNA to facilitate the surgical management. US evaluation is pivotal in determining the next step of FVPTC management.

Endocrinology, Diabetes and MetabolismMedicine
5
Article|82 citations·2013
Preoperative Ultrasonographic Features of Papillary Thyroid Carcinoma Predict Biological Behavior
Sang Yu Nam, Jung Hee Shin, Boo‐Kyung Han, Eun Young Ko, Eun Sook Ko, Soo Yeon Hahn, Jae Hoon Chung
SJR Q1The Journal of Clinical Endocrinology & MetabolismOA

PTCs that did not meet malignant US criteria had better prognostic indicators than PTCs that met US criteria. Therefore, US features at the time of diagnosis can serve as a useful tool for predicting biological behavior in PTC.

Endocrinology, Diabetes and MetabolismMedicine
6
Article|81 citations·2010
BRAF V600E Mutation Analysis of Thyroid Nodules Needle Aspirates in Relation to Their Ultrasongraphic Classification: A Potential Guide for Selection of Samples for Molecular Analysis
Sang Yu Nam, Boo‐Kyung Han, Eun Young Ko, Seok Seon Kang, Soo Yeon Hahn, Ji‐Young Hwang, Mee Young Nam, Jong‐Won Kim, Jae Hoon Chung, Young Lyun Oh, Jung Hee Shin
SJR Q1Thyroid

The application of BRAF(V600E) mutation analysis in FNA specimens is more effective for thyroid nodules with malignant US features as compared with nodules without malignant US features. The use of the AS-PCR is more valuable as compared with the direct DNA sequencing to refine the diagnosis in a clinical setting.

Endocrinology, Diabetes and MetabolismMedicine
7
Article|63 citations·2017
Humidified High Flow Nasal Cannula versus Nasal Continuous Positive Airway Pressure as an Initial Respiratory Support in Preterm Infants with Respiratory Distress: a Randomized, Controlled Non-Inferiority Trial
Jeong Hee Shin, Kyu Hee Park, Eun Hee Lee, Byung Min Choi
SJR Q2Journal of Korean Medical ScienceOA

Heated, humidified, high-flow nasal cannula (HHFNC) is frequently used as a noninvasive respiratory support for preterm infants with respiratory distress. But there are limited studies that compares HHFNC with nasal continuous positive airway pressure (nCPAP) only as the initial treatment of respiratory distress in preterm infants immediately after birth. The aim of this study is to assess the effectiveness and safety of HHFNC compared to nCPAP for the initial treatment of preterm infants with r

Pulmonary and Respiratory MedicineMedicine
8
Article|63 citations·2020
Diagnosis of thyroid nodules on ultrasonography by a deep convolutional neural network
Jieun Koh, Eunjung Lee, Kyunghwa Han, Eun‐Kyung Kim, Eun Ju Son, Yu‐Mee Sohn, Mirinae Seo, Mi-ri Kwon, Jung Hyun Yoon, Jin Hwa Lee, Young Mi Park, Sung‐Won Kim
SJR Q1Scientific ReportsOA

The purpose of this study was to evaluate and compare the diagnostic performances of the deep convolutional neural network (CNN) and expert radiologists for differentiating thyroid nodules on ultrasonography (US), and to validate the results in multicenter data sets. This multicenter retrospective study collected 15,375 US images of thyroid nodules for algorithm development (n = 13,560, Severance Hospital, SH training set), the internal test (n = 634, SH test set), and the external test (n = 781

Endocrinology, Diabetes and MetabolismMedicine
9
Article|59 citations·2009
Sonography of thyroid nodules with peripheral calcifications
Min-Jung Park, Jung Hee Shin, Boo‐Kyung Han, Eun Young Ko, Hye Sun Hwang, Seok Seon Kang, Hyun Jung Kim, Young Lyun Oh
SJR Q3Journal of Clinical UltrasoundOA

PURPOSE: This study was designed to assess the role of sonography (US) in the differentiation of benign from malignant thyroid nodules with peripheral calcifications. METHODS: Sixty-four thyroid nodules with peripheral calcifications that were detected on US were included in the study. Nineteen nodules (30%) were benign, and 45 nodules (70%) were malignant. We retrospectively compared the US findings of the benign and malignant nodules, including interruption, thickening (>or=0.5 mm and over mor

Endocrinology, Diabetes and MetabolismMedicine
10
Article|56 citations·2014
Atypia of Undetermined Significance in Thyroid Fine-Needle Aspiration Cytology: Prediction of Malignancy by US and Comparison of Methods for Further Management
Kwang Hwi Lee, Jung Hee Shin, Young Lyun Oh, Soo Yeon Hahn
SJR Q1Annals of Surgical Oncology
Endocrinology, Diabetes and MetabolismMedicine
11
Article|54 citations·2012
Thyroid Lymphoma
Mee Young Nam, Jung Hee Shin, Boo‐Kyung Han, Eun Young Ko, Eun Sook Ko, Soo Yeon Hahn, Jae Hoon Chung, Young Lyun Oh
SJR Q2Journal of Ultrasound in Medicine

Diffuse hypoechoic parenchyma with intervening echogenic septa on sonography under the impression of a primary thyroid lymphoma, particularly in the setting of a rapidly enlarging mass, should prompt core biopsy rather than fine-needle aspiration.

Endocrinology, Diabetes and MetabolismMedicine
12
Article|52 citations·2007
Targeted Ultrasound for MR-Detected Lesions in Breast Cancer Patients
Jung Hee Shin, Boo‐Kyung Han, Yeon Hyeon Choe, Kyungran Ko, Nami Choi
SJR Q1Korean Journal of RadiologyOA

OBJECTIVE: To investigate the usefulness of targeted ultrasound (US) in the identification of additional suspicious lesions found by magnetic resonance (MR) imaging in breast cancer patients and the changes in treatment based on the identification of the lesions by the use of targeted US. MATERIALS AND METHODS: One-hundred forty nine patients who underwent breast MR imaging for a preoperative evaluation of breast cancer between January 2002 and July 2004 were included in the study. We searched a

Radiology, Nuclear Medicine and ImagingMedicine
13
Article|48 citations·2011
Rupture of Benign Thyroid Tumors after Radio-Frequency Ablation
Jung Hee Shin, So Lyung Jung, Jung Hwan Baek, J.-h. Kim
SJR Q1American Journal of NeuroradiologyOA

Rupture of benign thyroid tumors after RFA is very rare. We experienced 6 cases in 4 institutions. All patients presented with abrupt neck swelling and pain between 9 and 60 days after RFA. Imaging and clinical findings of the ruptured tumors were anterior subcapsular location, mixed composition, large size, and repeated ablations. Conservative treatment was sufficient in 3 cases, whereas surgical management was required in 3.

Endocrinology, Diabetes and MetabolismMedicine
14
Article|46 citations·2013
Follicular Variant of Papillary Thyroid Carcinoma: Distinct Biologic Behavior Based on Ultrasonographic Features
Sun Jung Rhee, Soo Yeon Hahn, Eun Sook Ko, Jae Wook Ryu, Eun Young Ko, Jung Hee Shin
SJR Q1Thyroid

BACKGROUND: Follicular variants of papillary thyroid carcinoma (FVPTCs) have dichotomous ultrasonographic (US) features. We investigated the differences in the biologic behavior of FVPTC according to US features. METHODS: We reviewed the US findings, pathologic reports, and medical charts of 75 consecutive patients with FVPTC who underwent surgery at our institution from January 2006 to December 2008. FVPTCs were divided into PTC-like and follicular neoplasm (FN)-like based on US findings. PTC-l

Endocrinology, Diabetes and MetabolismMedicine
15
Article|44 citations·2009
Preoperative Ultrasound-Guided Tattooing Localization of Recurrences After Thyroidectomy: Safety and Effectiveness
Tae Wook Kang, Jung Hee Shin, Boo‐Kyung Han, Eun Young Ko, Seok Seon Kang, Soo Yeon Hahn, Ji Soo Kim, Young Lyun Oh
SJR Q1Annals of Surgical Oncology
SurgeryMedicine

Research Areas

Endocrinology, Diabetes and MetabolismPathology and Forensic MedicineRadiology, Nuclear Medicine and ImagingPulmonary and Respiratory MedicineCancer ResearchEpidemiology

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