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Ji Soo Choi

Sungkyunkwan University · 医学

研究室紹介

Professor Ji Soo Choi's research lab specializes in diagnostic radiology and medical imaging, with a focus on advancing the accuracy and efficiency of medical image interpretation through innovative imaging techniques and artificial intelligence. The lab investigates the application of high-resolution ultrasound, CT, MRI, and diffusion-weighted imaging in the diagnosis and prognosis of cancers, particularly thyroid and breast cancer. A key research direction involves integrating deep learning and spectroscopic techniques—such as high-resolution magic angle spinning MRS—with histopathological findings to improve personalized cancer management.

medical imagingbreast cancerultrasounddeep learningMRI spectroscopy

Research Overview

Papers
158
Total Citations
3,967
Papers (5y)
65
Primary Field
医学

Research Output Trend

Figures are computed from collected data and may differ slightly.

Publications per year (5y)
65total
2022
2023
2024
2025
2026
Citations per year (5y)
383total
20222023202420252026

Selected Papers

15
1
Article|301 citations·2009
Preoperative Staging of Papillary Thyroid Carcinoma: Comparison of Ultrasound Imaging and CT
Ji Soo Choi, Jinna Kim, Jin Young Kwak, Min Jung Kim, Hang‐Seok Chang, Eun‐Kyung Kim
SJR Q1American Journal of RoentgenologyOA

OBJECTIVE: The purpose of this study was to compare the diagnostic accuracy of ultrasound imaging with that of CT in the preoperative evaluation of primary tumors and cervical lymph nodes in patients with papillary thyroid carcinoma and to determine whether CT has greater diagnostic value than ultrasound alone in the care of these patients. MATERIALS AND METHODS: The study population consisted of 299 consecutively registered patients with pathologically proven papillary thyroid carcinoma. The di

Endocrinology, Diabetes and MetabolismMedicine
2
Article|105 citations·2019
Effect of a Deep Learning Framework-Based Computer-Aided Diagnosis System on the Diagnostic Performance of Radiologists in Differentiating between Malignant and Benign Masses on Breast Ultrasonography
Ji Soo Choi, Boo‐Kyung Han, Eun Sook Ko, Jung Min Bae, Eun Young Ko, So Hee Song, Mi-ri Kwon, Jung Hee Shin, Soo Yeon Hahn
SJR Q1Korean Journal of RadiologyOA

Deep learning-based CAD could improve radiologists' diagnostic performance by increasing their specificity, accuracy, and PPV in differentiating between malignant and benign masses on breast US.

Artificial IntelligenceComputer Science
3
Article|97 citations·2009
Diffusion-weighted MR imaging of liver on 3.0-Tesla system: effect of intravenous administration of gadoxetic acid disodium
Ji Soo Choi, Myeong‐Jin Kim, Jin‐Young Choi, Mi‐Suk Park, Joon Seok Lim, Ki Whang Kim
SJR Q1European RadiologyOA
Radiology, Nuclear Medicine and ImagingMedicine
4
Article|93 citations·2016
Additional diagnostic value of shear-wave elastography and color Doppler US for evaluation of breast non-mass lesions detected at B-mode US
Ji Soo Choi, Boo‐Kyung Han, Eun Young Ko, Eun Sook Ko, Jung Hee Shin, Ga Ram Kim
SJR Q1European Radiology
Radiology, Nuclear Medicine and ImagingMedicine
5
Article|90 citations·2008
Colonic Pseudoobstruction: CT Findings
Ji Soo Choi, Joon Seok Lim, Hoguen Kim, Jin‐Young Choi, Myeong‐Jin Kim, Nam Kyu Kim, Ki Whang Kim
SJR Q1American Journal of RoentgenologyOA

Colonic pseudoobstruction can be diagnosed on the basis of CT findings that show extensive colonic dilatation without an obstructive lesion at the intermediate transitional zone or adjacent to the splenic flexure. Pathologic examination reveals that intramural ganglion damage has a high tendency to occur in cases of chronic colonic pseudoobstruction.

SurgeryMedicine
6
Article|73 citations·2015
Comparison between two-dimensional synthetic mammography reconstructed from digital breast tomosynthesis and full-field digital mammography for the detection of T1 breast cancer
Ji Soo Choi, Boo‐Kyung Han, Eun Young Ko, Eun Sook Ko, Soo Yeon Hahn, Jung Hee Shin, Min Jung Kim
SJR Q1European RadiologyOA
Pulmonary and Respiratory MedicineMedicine
7
Article|68 citations·2012
Comparison of breathhold, navigator-triggered, and free-breathing diffusion-weighted MRI for focal hepatic lesions
Ji Soo Choi, Myeong‐Jin Kim, Yong Eun Chung, Kyung Ah Kim, Jin‐Young Choi, Joon Seok Lim, Mi‐Suk Park, Ki Whang Kim
SJR Q1Journal of Magnetic Resonance ImagingOA

Both breathhold and non-breathhold DWI are comparable for the detection or characterization of focal liver lesions at 3.0T; however, non-breathhold DWI provides higher SNR and CNR than breathhold DWI. In addition, although free-breathing and navigator-triggered DWI sequences show similar performance for 3.0T liver imaging, free-breathing DWI is more time efficient than navigator-triggered DWI.

Radiology, Nuclear Medicine and ImagingMedicine
8
Article|55 citations·2012
HR-MAS MR Spectroscopy of Breast Cancer Tissue Obtained with Core Needle Biopsy: Correlation with Prognostic Factors
Ji Soo Choi, Hyeon-Man Baek, Suhkmann Kim, Min Jung Kim, Ji Hyun Youk, Hee Jung Moon, Eun‐Kyung Kim, Kyunghwa Han, Dong-hyun Kim, Seung Il Kim, Ja Seung Koo
SJR Q1PLoS ONEOA

The purpose of this study was to examine the correlation between high-resolution magic angle spinning (HR-MAS) magnetic resonance (MR) spectroscopy using core needle biopsy (CNB) specimens and histologic prognostic factors currently used in breast cancer patients. After institutional review board approval and informed consent were obtained for this study, CNB specimens were collected from 36 malignant lesions in 34 patients. Concentrations and metabolic ratios of various choline metabolites were

Radiology, Nuclear Medicine and ImagingMedicine
9
Article|50 citations·2016
Background Parenchymal Enhancement on Preoperative Magnetic Resonance Imaging
Ji Soo Choi, Eun Sook Ko, Eun Young Ko, Boo‐Kyung Han, Seok Jin Nam
SJR Q3MedicineOA

To retrospectively investigate whether background parenchymal enhancement (BPE) of the contralateral breast on preoperative dynamic contrast-enhanced magnetic resonance imaging (DCE-MRI) is associated with therapeutic outcomes following neoadjuvant chemotherapy (NAC) in unilateral invasive breast cancer. The institutional review board approved this study, and informed consent was waived. Between 2009 and 2011, 93 women with unilateral invasive breast cancer (43 premenopausal women who performed

Cancer ResearchBiochemistry, Genetics and Molecular Biology
10
Article|47 citations·2014
Higher body mass index may be a predictor of extrathyroidal extension in patients with papillary thyroid microcarcinoma
Ji Soo Choi, Eun‐Kyung Kim, Hee Jung Moon, Jin Young Kwak
SJR Q2EndocrineOA
Endocrinology, Diabetes and MetabolismMedicine
11
Article|46 citations·2011
Staging of Papillary Thyroid Carcinoma with Ultrasonography: Performance in a Large Series
Ji Soo Choi, Woong Youn Chung, Jin Young Kwak, Hee Jung Moon, Min Jung Kim, Eun‐Kyung Kim
SJR Q1Annals of Surgical OncologyOA
Endocrinology, Diabetes and MetabolismMedicine
12
Article|45 citations·2020
Non-mass lesions detected by breast US: stratification of cancer risk for clinical management
Ko Woon Park, Surin Park, Insuk Shon, Min‐Ji Kim, Boo‐Kyung Han, Eun Young Ko, Eun Sook Ko, Jung Hee Shin, Mi-ri Kwon, Ji Soo Choi
SJR Q1European Radiology
Pathology and Forensic MedicineMedicine
13
Article|43 citations·2018
Comparison of synthetic and digital mammography with digital breast tomosynthesis or alone for the detection and classification of microcalcifications
Ji Soo Choi, Boo‐Kyung Han, Eun Young Ko, Ga Ram Kim, Eun Sook Ko, Ko Woon Park
SJR Q1European Radiology
Pulmonary and Respiratory MedicineMedicine
14
Article|43 citations·2013
Magnetic Resonance Metabolic Profiling of Breast Cancer Tissue Obtained with Core Needle Biopsy for Predicting Pathologic Response to Neoadjuvant Chemotherapy
Ji Soo Choi, Hyeon-Man Baek, Suhkmann Kim, Min Jung Kim, Ji Hyun Youk, Hee Jung Moon, Eun‐Kyung Kim, Youn Ki Nam
SJR Q1PLoS ONEOA

The purpose of this study was to determine whether metabolic profiling of core needle biopsy (CNB) samples using high-resolution magic angle spinning (HR-MAS) magnetic resonance spectroscopy (MRS) could be used for predicting pathologic response to neoadjuvant chemotherapy (NAC) in patients with locally advanced breast cancer. After institutional review board approval and informed consent were obtained, CNB tissue samples were collected from 37 malignant lesions in 37 patients before NAC treatme

Radiology, Nuclear Medicine and ImagingMedicine
15
Article|38 citations·2012
False Negative Results of Preoperative Axillary Ultrasound in Patients with Invasive Breast Cancer: Correlations with Clinicopathologic Findings
Ji Soo Choi, Min Jung Kim, Hee Jung Moon, Eun‐Kyung Kim, Jung Hyun Yoon
SJR Q1Ultrasound in Medicine & BiologyOA
Cancer ResearchBiochemistry, Genetics and Molecular Biology

Research Areas

Radiology, Nuclear Medicine and ImagingCancer ResearchEndocrinology, Diabetes and MetabolismPathology and Forensic MedicinePulmonary and Respiratory MedicineSurgery

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