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Bogyeong Kang

Hanyang University · Medicine

About the Lab

Professor Bogyeong Kang's research lab specializes in medical imaging and non-invasive diagnostic technologies, with a focus on leveraging advanced MRI techniques—such as proton density fat fraction (PDFF) mapping and diffusion-weighted imaging—for accurate quantification of hepatic fat and differentiation of pancreatic lesions. The lab investigates the role of intestinal microbiota in metabolic diseases like nonalcoholic fatty liver disease (NAFLD), exploring probiotic interventions to modulate fat accumulation. Additionally, the lab applies artificial intelligence and deep learning to analyze medical imaging data, particularly in the context of early detection and differentiation of diseases such as COVID-19 and pancreatic neuroendocrine tumors.

MRI-PDFFhepatic fat quantificationprobioticspancreatic lesionsAI in medical imaging

Research Overview

Papers
120
Total Citations
4,157
Papers (5y)
48
Primary Field
Medicine

Research Output Trend

Figures are computed from collected data and may differ slightly.

Publications per year (5y)
48total
2022
2023
2024
2025
2026
Citations per year (5y)
445total
20222023202420252026

Selected Papers

15
1
Article|1,080 citations·2021
A deep learning algorithm using CT images to screen for Corona virus disease (COVID-19)
Shuai Wang, Bo-Kyeong Kang, Jinlu Ma, Xianjun Zeng, Mingming Xiao, Jia Guo, Mengjiao Cai, Jingyi Yang, Yaodong Li, Xiangfei Meng, Bo Xu
SJR Q1European RadiologyOA

OBJECTIVE: The outbreak of Severe Acute Respiratory Syndrome Coronavirus 2 (SARS-COV-2) has caused more than 26 million cases of Corona virus disease (COVID-19) in the world so far. To control the spread of the disease, screening large numbers of suspected cases for appropriate quarantine and treatment are a priority. Pathogenic laboratory testing is typically the gold standard, but it bears the burden of significant false negativity, adding to the urgent need of alternative diagnostic methods t

Radiology, Nuclear Medicine and ImagingMedicine
2
Preprint|1,036 citations·2020
A deep learning algorithm using CT images to screen for Corona Virus Disease (COVID-19)
Shuai Wang, Bo-Kyeong Kang, Jinlu Ma, Xianjun Zeng, Mingming Xiao, Jia Guo, Mengjiao Cai, Jingyi Yang, Yaodong Li, Xiangfei Meng, Bo Xu
medRxivOA

Abstract Background The outbreak of Severe Acute Respiratory Syndrome Coronavirus 2 (SARS-COV-2) has caused more than 2.5 million cases of Corona Virus Disease (COVID-19) in the world so far, with that number continuing to grow. To control the spread of the disease, screening large numbers of suspected cases for appropriate quarantine and treatment is a priority. Pathogenic laboratory testing is the gold standard but is time-consuming with significant false negative results. Therefore, alternati

Radiology, Nuclear Medicine and ImagingMedicine
3
Article|207 citations·2019
Randomized, Double-blind, Placebo-controlled Study of a Multispecies Probiotic Mixture in Nonalcoholic Fatty Liver Disease
Sang Bong Ahn, Dae Won Jun, Bo-Kyeong Kang, Jong Hyun Lim, Sanghyun Lim, Myung-Jun Chung
SJR Q1Scientific ReportsOA

The intestinal microbiota is closely associated with the development of obesity and nonalcoholic fatty liver disease (NAFLD). This study investigated the effects of probiotic treatment on visceral fat area (VFA) and intrahepatic fat (IHF) fraction in NAFLD. Sixty-eight obese NAFLD patients (>5% proton density fat fraction [PDFF] on magnetic resonance imaging [MRI]) were randomized to probiotic and placebo groups for 12 weeks. The probiotic mixture included 6 bacterial species. VFA and IHF were m

EpidemiologyMedicine
4
Article|106 citations·2012
Hepatic Fat Quantification
Bo-Kyeong Kang, Eun Sil Yu, Seung Soo Lee, Young Ju Lee, Namkug Kim, Claude B. Sirlin, Eun Yoon Cho, Suk Keu Yeom, Jae Ho Byun, Seong Ho Park, Moon-Gyu Lee
SJR Q1Investigative Radiology

The multiecho and multi-interference MRI methods and MRS can accurately quantify hepatic fat, with coexisting histologic abnormalities having no confounding effects.

EpidemiologyMedicine
5
Article|43 citations·2013
Diffusion-weighted MRI: usefulness for differentiating intrapancreatic accessory spleen and small hypervascular neuroendocrine tumor of the pancreas
Bo-Kyeong Kang, Jin Hee Kim, Jae Ho Byun, Seung Soo Lee, Hyoung Jung Kim, So Yeon Kim, Moon-Gyu Lee
SJR Q3Acta Radiologica

BACKGROUND: Image findings of intrapancreatic accessory spleen (IPAS) can closely resemble those of neuroendocrine tumor (NET) of the pancreas. PURPOSE: To investigate the usefulness of diffusion-weighted imaging (DWI) for differentiating IPAS from small (≤3 cm) hypervascular NET of the pancreas. MATERIAL AND METHODS: The visually assessed signal intensity of pancreatic lesions compared with the spleen on DWI (b value of 1000 s/mm(2)) and the apparent diffusion coefficient (ADC) values were comp

SurgeryMedicine
6
Article|42 citations·2017
Feasibility of modified Dixon MRI techniques for hepatic fat quantification in hepatic disorders: validation with MRS and histology
Bo-Kyeong Kang, Mimi Kim, Soon-Young Song, Dae Won Jun, Kiseok Jang
SJR Q1British Journal of Radiology

OBJECTIVE: To assess the feasibility of proton density fat fraction (PDFF) MRI for estimating hepatic fat fraction with magnetic resonance spectroscopy (MRS) and histology as references and to investigate intrahepatic fat distribution and variability. METHODS: Between November 2014 and September 2015, 85 adults (48 males, 47 females) who underwent MRI-PDFF (n = 139), MRS-PDFF (n = 49) and liver biopsy (n = 29) were enrolled in this study. Data were compared using linear regression. MRI-PDFF and

EpidemiologyMedicine
7
Article|27 citations·2015
Shear Wave Elastography for Assessment of Steatohepatitis and Hepatic Fibrosis in Rat Models of Non-Alcoholic Fatty Liver Disease
Bo-Kyeong Kang, Seung Soo Lee, Hyunhee Cheong, Seung‐Mo Hong, Kiseok Jang, Moon-Gyu Lee
SJR Q1Ultrasound in Medicine & BiologyOA
EpidemiologyMedicine
8
Article|23 citations·2009
A phase II study of imatinib mesylate as adjuvant treatment for curatively resected high-risk localized gastrointestinal stromal tumors
Bo-Kyeong Kang, J. Lee, Min‐Hee Ryu, Sun Im, Susan Park, Wenyan Kang, T. Kim, Do‐Youn Oh, Kyung Uk Jung, Yoon‐Koo Kang
SJR Q1Journal of Clinical Oncology

e21515 Background: In our previous study, the presence of c-kit mutation as well as tumor size and mitotic count was an independent poor risk factor for relapse after curative resection of primary localized GIST. The patients with all the 3 poor risk factors had only 30% of 2 year relapse free survival rate (RFSR). (Kim, et al. Clin Cancer Res, 2004) It is also well known that c-kit exon 11 mutant GISTs respond better to imatinib treatment than the other mutant or wild type GISTs. Therefore, the

GastroenterologyMedicine
9
Article|19 citations·2020
Detection of pneumoperitoneum in the abdominal radiograph images using artificial neural networks
Mimi Kim, Jong Soo Kim, Chang Lee, Bo-Kyeong Kang
SJR Q2European Journal of Radiology OpenOA

The results of this study showed that ANN-based computer-assisted diagnostics can be used to accurately detect pneumoperitoneum in abdominal radiographs, reduce the time delay in diagnosing urgent diseases such as pneumoperitoneum, and increase the effectiveness of clinical practice and patient care.

Radiology, Nuclear Medicine and ImagingMedicine
10
Article|18 citations·2009
Transcatheter Arterial Chemoembolization for Hepatocellular Carcinoma After Attempted Portal Vein Embolization in 25 Patients
Bo-Kyeong Kang, Jin Hyoung Kim, Kwang Mi Kim, Gi‐Young Ko, Hyun‐Ki Yoon, Dong Il Gwon, Kyu‐Bo Sung
SJR Q1American Journal of Roentgenology

OBJECTIVE: Portal vein embolization (PVE) has been widely used to facilitate major liver resection; however, curative surgery even after PVE may not be possible mainly because of inadequate hypertrophy of remnant liver or disease progression. For these patients, transcatheter arterial chemoembolization (TACE) is the next therapeutic option. We evaluated the safety and efficacy of TACE after PVE in 25 patients with hepatocellular carcinoma (HCC). CONCLUSION: TACE using a single chemotherapeutic a

HepatologyMedicine
11
Article|17 citations·2018
Optimal cutoff value for assessing changes in intrahepatic fat amount by using the controlled attenuation parameter in a longitudinal setting
Sang Bong Ahn, Dae Won Jun, Bo-Kyeong Kang, Mimi Kim, Misoo Chang, Eunwoo Nam
SJR Q3MedicineOA

The controlled attenuation parameter (CAP) has shown a good correlation with the intrahepatic fat amount in cross-sectional studies. However, there is no study on whether the change of CAP scores can also show good correlation in a longitudinal setting. Therefore, we investigated the correlation between CAP and magnetic resonance imaging-estimated proton density fat fraction (MR PDFF) through serial examination in a longitudinal setting.Sixty-five patients with nonalcoholic fatty liver disease w

EpidemiologyMedicine
12
Article|17 citations·2017
Estimating of hepatic fat amount using MRI proton density fat fraction in a real practice setting
Hyeyoung Lee, Dae Won Jun, Bo-Kyeong Kang, Eunwoo Nam, Misoo Chang, Mimi Kim, Soon-Young Song, Byung Chul Yoon, Hang Lak Lee, Oh Young Lee, Ho Soon Choi, Kang Nyeong Lee
SJR Q3MedicineOA

The recently developed magnetic resonance imaging (MRI) proton density fat fraction (PDFF) allows measurement of the fat in all segments of hepatic tissue. However, it is time consuming and inconvenient to measure each segment repeatedly. Moreover, volume of each segment also should be adjusted with arithmetic mean of the selected segments when total amount of liver fat is estimated. Therefore, we try to develop a clinically-relevant and applicable method of estimating hepatic fat in PDFF image.

EpidemiologyMedicine
13
Article|13 citations·2014
The House dust Mite Allergen, Dermatophagoides pteronyssinus Regulates the Constitutive Apoptosis and Cytokine Secretion of Human Eosinophils
Bo-Kyeong Kang, A Min Kim, Sun Hwa Park, Ji Eun Lee, Jung Seok Kim, Eun Jeong Kim, Seung Yeop Baek, In Sik Kim
Journal of Experimental & Biomedical Sciences/Biomedical Science Letters

Asthma is an allergic inflammation and house dust mite (HDM) is a major allergen to induce asthma pathogenesis. Regulation of eosinophil apoptosis is an essential immune process and its dysregulation is implicated in asthma. In the present study, we examined the effects of HDM on spontaneous apoptosis of asthmatic eosinophils and on cytokine secretion in eosinophils of normal subjects including non-atopic and atopic normal. Extract of Dermatophagoides pteronissinus (DP) inhibited eosinophil apop

Immunology and AllergyMedicine
14
Article|10 citations·2019
Correlation of Clinical and Histopathologic Parameters with Ultrasonographic Grades in Pediatric Non-Alcoholic Fatty Liver Disease
Bo-Kyeong Kang, Mimi Kim, Su‐Jin Shin, Yong Joo Kim
SJR Q2Journal of Korean Medical ScienceOA

BACKGROUND: Liver biopsy is the gold standard for diagnosing non-alcoholic steatohepatitis (NASH), but liver biopsy in children is not available in many institutes and many parents are reluctant to agree with the procedure. We investigated the correlation of clinical and pathologic parameters with the severity of non-alcoholic fatty liver disease (NAFLD) in pediatric patients using ultrasonographic examination methods and measured the prevalence of fatty pancreas in pediatric NAFLD. METHODS: Liv

EpidemiologyMedicine
15
Article|8 citations·2019
Correlation of Clinical and Histopathologic Parameters with Ultrasonographic Grades in Pediatric Non-Alcoholic Fatty Liver Disease
강보경, 김미미, 신수진, 김용주

Background: Liver biopsy is the gold standard for diagnosing non-alcoholic steatohepatitis (NASH), but liver biopsy in children is not available in many institutes and many parents are reluctant to agree with the procedure. We investigated the correlation of clinical and pathologic parameters with the severity of non-alcoholic fatty liver disease (NAFLD) in pediatric patients using ultrasonographic examination methods and measured the prevalence of fatty pancreas in pediatric NAFLD. Methods: Liv

Research Areas

EpidemiologyPhysiologyEndocrinology, Diabetes and MetabolismOncologyRadiology, Nuclear Medicine and ImagingSurgery

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