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Dong Hyun Kim

Seoul National University · 医学

研究室紹介

Professor Dong Hyun Kim's research lab specializes in biomedical and biotechnological applications of natural compounds and gut microbiota interactions, with a focus on understanding the molecular mechanisms of tyrosinase inhibition by flavonoids and the role of gut dysbiosis in chronic inflammatory diseases. The lab also explores advanced computational and imaging technologies, including deep learning for medical image segmentation, to improve diagnostic accuracy in orthopedic conditions such as vertebral compression fractures. Additionally, the lab investigates the intersection of artificial intelligence and healthcare, particularly in optimizing machine learning applications for biomedical data analysis and system monitoring. These interdisciplinary efforts aim to bridge natural product chemistry, microbiome science, and digital health technologies for improved disease prevention and treatment strategies.

gut microbiotatyrosinase inhibitiondeep learninginflammatory diseasesmedical image segmentation

Research Overview

Papers
437
Total Citations
6,197
Papers (5y)
104
Primary Field
医学

Research Output Trend

Figures are computed from collected data and may differ slightly.

Publications per year (5y)
104total
2022
2023
2024
2025
2026
Citations per year (5y)
575total
20222023202420252026

Selected Papers

15
1
Article|211 citations·2006
Flavonoids as Mushroom Tyrosinase Inhibitors: A Fluorescence Quenching Study
Dong-Hyun Kim, Jiyeoun Park, Jin‐Hee Kim, Cheolkyu Han, Jeong-Hyeok Yoon, Namdoo Kim, Jin‐Ho Seo, Choong‐Hwan Lee
SJR Q1Journal of Agricultural and Food Chemistry

Flavonoids, a group of naturally occurring antioxidants and metal chelators, can be used as tyrosinase inhibitors due to their formation of copper-flavonoid complexes. Thus, to investigate the underlying inhibition mechanism, a large group of flavonoids from several major flavones and flavonols were tested using fluorescence quenching spectroscopy. In addition, large differences in the tyrosinase inhibitory activities and chelating capacities according to the location of the hydroxyl group(s) in

Cell BiologyBiochemistry, Genetics and Molecular Biology
2
Review|181 citations·2017
The interplay between host immune cells and gut microbiota in chronic inflammatory diseases
Dong-Hyun Kim, Melody Y. Zeng, Gabriel Núñez
SJR Q1Experimental & Molecular MedicineOA

Many benefits provided by the gut microbiota to the host rely on its intricate interactions with host cells. Perturbations of the gut microbiota, termed gut dysbiosis, affect the interplay between the gut microbiota and host cells, resulting in dysregulation of inflammation that contributes to the pathogenesis of chronic inflammatory diseases, including inflammatory bowel disease, multiple sclerosis, allergic asthma and rheumatoid arthritis. In this review, we provide an overview of how gut bact

Molecular BiologyBiochemistry, Genetics and Molecular Biology
3
Article|170 citations·2018
Smart Machining Process Using Machine Learning: A Review and Perspective on Machining Industry
김동현, Thomas J. Y. Kim, Xinlin Wang, 김민철, 전영준, 오진우, 민수홍, 김형중, Binayak Bhandari, 양인순, 안성훈
http://link.springer.com/article/10.1007/s40684-018-0057-y

The Fourth Industrial Revolution incorporates the digital revolution into the physical world, creating a new direction in a number of fields, including artificial intelligence, quantum computing, nanotechnology, biotechnology, robotics, 3D printing, autonomous vehicles, and the Internet of Things. The artificial intelligence field has encountered a turning point mainly due to advancements in machine learning, which allows machines to learn, improve, and perform a specific task through data witho

4
Article|118 citations·2016
Nod2-mediated recognition of the microbiota is critical for mucosal adjuvant activity of cholera toxin
Dong-Hyun Kim, Yun‐Gi Kim, Sang‐Uk Seo, Dong‐Jae Kim, Nobuhiko Kamada, David Prescott, Mathias Chamaillard, Dana J. Philpott, Philip Rosenstiel, Naohiro Inohara, Gabriel Núñez
SJR Q1Nature Medicine
Infectious DiseasesMedicine
5
Article|116 citations·2001
Production of a hypoglycemic, extracellular polysaccharide from the submerged culture of the mushroom, Phellinus linteus
Dong-Hyun Kim, Byung-Keun Yang, Sang‐Chul Jeong, Jun-Bo Park, Sung-Pill Cho, Surajit Das, Jong Won Yun, Chi‐Hyun Song
SJR Q2Biotechnology Letters
PharmacologyMedicine
6
Article|92 citations·2017
The interplay between host immune cells and gut microbiota in chronic inflammatory diseases
김동현, Melody Y Zeng, Gabriel Núñez

Many benefits provided by the gut microbiota to the host rely on its intricate interactions with host cells. Perturbations of the gut microbiota, termed gut dysbiosis, affect the interplay between the gut microbiota and host cells, resulting in dysregulation of inflammation that contributes to the pathogenesis of chronic inflammatory diseases, including inflammatory bowel disease, multiple sclerosis, allergic asthma and rheumatoid arthritis. In this review, we provide an overview of how gut bact

7
Review|79 citations·2016
Gut microbiota in autoimmunity: potential for clinical applications
Dong-Hyun Kim, Seung‐Ah Yoo, Wan‐Uk Kim
SJR Q1Archives of Pharmacal Research
Molecular BiologyBiochemistry, Genetics and Molecular Biology
8
Article|75 citations·2010
Dextran sulfate sodium and 2,4,6-trinitrobenzene sulfonic acid induce lipid peroxidation by the proliferation of intestinal gram-negative bacteria in mice
In‐Ah Lee, Eun‐Ah Bae, Yang-Jin Hyun, Dong-Hyun Kim
SJR Q1Journal of InflammationOA

UNLABELLED: ABSTRECT: BACKGROUND: To understand whether TLR-4-linked NF-kB activation negatively correlates with lipid peroxidation in colitic animal models, we caused colitis by the treatment with dextran sulfate sodium (DSS) or 2,4,6-trinitrobenzenesulfonic acid (TNBS) to C3H/HeJ (TLR-4-defective) and C3H/HeN (wild type) mice, investigated inflammatory markers, lipid peroxidation, proinflammatory cytokines and TLR-4-linked NF-kappaB activation, in colon and intestinal bacterial composition in

ImmunologyImmunology and Microbiology
9
Article|54 citations·2021
Automated Vertebral Segmentation and Measurement of Vertebral Compression Ratio Based on Deep Learning in X-Ray Images
Dong Hyun Kim, Jin Gyo Jeong, Young Jae Kim, Kwang Gi Kim, Ji Young Jeon
SJR Q2Journal of Digital ImagingOA

Vertebral compression fracture is a deformity of vertebral bodies found on lateral spine images. To diagnose vertebral compression fracture, accurate measurement of vertebral compression ratio is required. Therefore, rapid and accurate segmentation of vertebra is important for measuring the vertebral compression ratio. In this study, we used 339 data of lateral thoracic and lumbar vertebra images for training and testing a deep learning model for segmentation. The result of segmentation by the m

Biomedical EngineeringEngineering
10
Article|51 citations·2008
Anti‐allergic effects of PG102, a water‐soluble extract prepared from Actinidia arguta, in a murine ovalbumin‐induced asthma model
Dong-Hyun Kim, S. H. Kim, E‐J. Park, CY Kang, Sang‐Heon Cho, Sanghee Kim
SJR Q1Clinical & Experimental Allergy

BACKGROUND: Asthma is a chronic inflammatory disease of the lung and its incidence has been increasing around the world. We previously reported that oral administration of a water-soluble extract prepared from Actinidia arguta, code-named PG102, could modulate the level of Th1 and Th2 cytokines and suppress the production of immunoglobulin E (IgE) in the ovalbumin (OVA)-immunized murine model as well as in the in vitro cell culture system, and furthermore could significantly improve dermatitis c

PhysiologyMedicine
11
Article|49 citations·2007
Factors influencing varicella zoster virus infection after allogeneic peripheral blood stem cell transplantation: low‐dose acyclovir prophylaxis and pre‐transplant diagnosis of lymphoproliferative disorders
Dong-Hyun Kim, Hans A. Messner, Mark D. Minden, Vikas Gupta, John Kuruvilla, James R. Wright, Jeffrey H. Lipton
SJR Q2Transplant Infectious Disease

UNLABELLED: Varicella zoster virus (VZV) infection is one of the frequent opportunistic infections after allogeneic bone marrow transplantation, with a high incidence of 30-50%. However, no data have been reported on VZV infection after allogeneic peripheral blood stem cell transplantation (PBSCT). PATIENTS AND METHODS: We report a retrospective analysis of VZV infection in 192 allogeneic PBSCT recipients. Twenty-seven patients (14%) received long-term prophylaxis of low-dose acyclovir (200 mg t

EpidemiologyMedicine
12
Article|47 citations·2010
The Comparison between Torsional and Conventional Mode Phacoemulsification in Moderate and Hard Cataracts
Dong-Hyun Kim, Won-Ryang Wee, Jin-Hak Lee, Mee Kum Kim
SJR Q2Korean Journal of OphthalmologyOA

Torsional phacoemulsification showed superior efficiency for moderate cataracts, as compared with longitudinal phacoemulsification, in the early postoperative stage.

OphthalmologyMedicine
13
Article|45 citations·2009
Clinical relevance of vascular endothelial growth factor (VEGFA) and VEGF receptor (VEGFR2) gene polymorphism on the treatment outcome following imatinib therapy
Dong-Hyun Kim, Wei Xu, Suzanne Kamel‐Reid, X. Liu, Chul Won Jung, S. Kim, Jeffrey H. Lipton
SJR Q1Annals of OncologyOA
HematologyMedicine
14
Article|45 citations·2010
Fine mapping of a resistance gene to bacterial leaf pustule in soybean
Dong Hyun Kim, Kil Hyun Kim, Kyujung Van, Moon Young Kim, Suk‐Ha Lee
SJR Q1Theoretical and Applied Genetics
Plant ScienceAgricultural and Biological Sciences
15
Article|42 citations·2019
Kakkalide and irisolidone alleviate 2,4,6-trinitrobenzenesulfonic acid-induced colitis in mice by inhibiting lipopolysaccharide binding to toll-like receptor-4 and proteobacteria population
Hyo‐Min Jang, Keontae Park, Hyun-Deok Noh, So-Hyeon Lee, Dong-Hyun Kim
SJR Q1International Immunopharmacology
ImmunologyImmunology and Microbiology

Research Areas

Food ScienceMolecular BiologyRadiology, Nuclear Medicine and ImagingPharmacologyEpidemiologyImmunology

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