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Dong Hee Lim

Sungkyunkwan University · 医学

研究室紹介

Professor Dong Hee Lim's research lab specializes in ophthalmic and vision science, focusing on the intersection of artificial intelligence, biomedical imaging, and population health. The lab investigates the early detection and risk prediction of ocular and systemic diseases—particularly cardiovascular disease and myopia—using multimodal data, including fundus photographs, clinical records, and genetic factors. A key research direction involves leveraging AI and statistical modeling, such as Bayesian network meta-analysis and Cox regression, to evaluate ophthalmic interventions and long-term health outcomes. The lab also explores the links between vision impairment, cognitive decline, and neurodegenerative diseases using large-scale national health databases.

artificial intelligencemultimodal imagingmyopiacardiovascular diseasedementia

Research Overview

Papers
203
Total Citations
2,896
Papers (5y)
66
Primary Field
医学

Research Output Trend

Figures are computed from collected data and may differ slightly.

Publications per year (5y)
66total
2022
2023
2024
2025
2026
Citations per year (5y)
562total
20222023202420252026

Selected Papers

15
1
Article|97 citations·2018
Prevalence and Incidence of Keratoconus in South Korea: A Nationwide Population-based Study
Sungsoon Hwang, Dong Hui Lim, Tae‐Young Chung
SJR Q1American Journal of Ophthalmology
Radiology, Nuclear Medicine and ImagingMedicine
2
Article|91 citations·2023
Multimodal deep learning of fundus abnormalities and traditional risk factors for cardiovascular risk prediction
Yeong Chan Lee, Jiho Cha, Injeong Shim, Woong‐Yang Park, Se Woong Kang, Dong Hui Lim, Hong‐Hee Won
SJR Q1npj Digital MedicineOA

Cardiovascular disease (CVD), the leading cause of death globally, is associated with complicated underlying risk factors. We develop an artificial intelligence model to identify CVD using multimodal data, including clinical risk factors and fundus photographs from the Samsung Medical Center (SMC) for development and internal validation and from the UK Biobank for external validation. The multimodal model achieves an area under the receiver operating characteristic curve (AUROC) of 0.781 (95% co

Radiology, Nuclear Medicine and ImagingMedicine
3
Review|74 citations·2022
Visual Outcomes and Optical Quality of Accommodative, Multifocal, Extended Depth-of-Focus, and Monofocal Intraocular Lenses in Presbyopia-Correcting Cataract Surgery
Jeong‐Yeon Cho, Yeo Kyoung Won, Jongyeop Park, Jin Hyun Nam, Ji-Yoon Hong, Serim Min, Nahyun Kim, Tae‐Young Chung, Eui‐Kyung Lee, Sun‐Hong Kwon, Dong Hui Lim
SJR Q1JAMA OphthalmologyOA

Importance: A bayesian network meta-analysis (NMA) can help compare the various types of multifocal and monofocal intraocular lenses (IOLs) used in clinical practice. Objective: To compare outcomes of presbyopia-correcting IOLs frequently recommended in clinical practice through a bayesian NMA based on a systematic review. Data Sources: Medline (PubMed) and the Cochrane Central Register of Controlled Trials (CENTRAL) were searched on May 15, 2021, from inception. Study Selection: Based on the re

EpidemiologyMedicine
4
Article|61 citations·2018
The high prevalence of myopia in Korean children with influence of parental refractive errors: The 2008-2012 Korean National Health and Nutrition Examination Survey
Dong Hui Lim, Jisang Han, Tae‐Young Chung, Se-Woong Kang, Hyeon Woo Yim
SJR Q1PLoS ONEOA

The present study was conducted to investigate the effect of parental refractive errors on myopic children in Korean families using a nationally representative survey. We used the ophthalmologic examination dataset of the Korean National Health and Nutrition Examination Surveys IV and V, a nationwide population-based cross-sectional study using a complex, stratified, multistage, probability cluster survey, which were performed from 2008-2012. We included 3,862 children from 5-18 years of age fro

EpidemiologyMedicine
5
Article|57 citations·2020
Low vision and the risk of dementia: a nationwide population-based cohort study
Jisun Paik, Minji Ha, Youn Hea Jung, Gee-Hyun Kim, Kyung-Do Han, Hyun Seung Kim, Dong Hui Lim, Kyungsun Na
SJR Q1Scientific ReportsOA

Recent studies suggested that an association exists between vision loss and cognitive impairment, although it is still vague whether there are causal relationships or direct association between low vision and dementia. We were to investigate the association between low vision and dementia in the Korean population using the National Health Insurance Service (NHIS) database. We analyzed the data of 6,029,657 subjects aged ≥40 years, drawn from Korea National Health Insurance Service. The hazard ra

EpidemiologyMedicine
6
Article|52 citations·2014
Measurement of lens density using Scheimpflug imaging system as a screening test in the field of health examination for age-related cataract
Dong Hui Lim, Tae Hyup Kim, Eui‐Sang Chung, Tae‐Young Chung
SJR Q1British Journal of Ophthalmology

The Pentacam ImageJ method provided objective measurements to evaluate cataracts needing surgery. The method has the potential to be generally applied in the field of health examination and is effective in screening patients with cataract.

OphthalmologyMedicine
7
Article|48 citations·2014
Clinical Results of Posterior Chamber Phakic Intraocular Lens Implantation in Eyes With Low Anterior Chamber Depth
Dong Hui Lim, Min Gyu Lee, Eui‐Sang Chung, Tae‐Young Chung
SJR Q1American Journal of Ophthalmology
Radiology, Nuclear Medicine and ImagingMedicine
8
Article|46 citations·2019
Predictive factors associated with axial length growth and myopia progression in orthokeratology
Jaeryung Kim, Dong Hui Lim, Sun Han, Tae‐Young Chung
SJR Q1PLoS ONEOA

The inhibition of AXL elongation and myopia progression in orthokeratology lens wear is significantly associated with the peripheral myopization and asymmetric optical changes mostly induced by third-order HOAs.

EpidemiologyMedicine
9
Article|44 citations·2020
Markedly increased ocular side effect causing severe vision deterioration after chemotherapy using new or investigational epidermal or fibroblast growth factor receptor inhibitors
Eunhae Shin, Dong Hui Lim, Jisang Han, Do‐Hyun Nam, Keunchil Park, Myung‐Ju Ahn, Won Ki Kang, Jeeyun Lee, Jin Seok Ahn, Se‐Hoon Lee, Jong‐Mu Sun, Hyun Ae Jung
SJR Q2BMC OphthalmologyOA

BACKGROUND: We sought to describe corneal epithelial changes after using epidermal (EGFR) or fibroblast growth factor receptor (FGFR) inhibitors as chemotherapy and to clarify incidence and prognosis. MATERIALS: Retrospective chart review. RESULTS: Among 6871 patients and 17 EGFR or FGFR inhibitors, 1161 patients (16.9%) referred for ophthalmologic examination. In total, 1145 patients had disease-related or unrelated ocular complications. Among 16 patients with treatment-related ocular complicat

OphthalmologyMedicine
10
Article|43 citations·2013
Risk Factors Associated With Night Vision Disturbances After Phakic Intraocular Lens Implantation
Dong Hui Lim, In Jeong Lyu, Sung-Ho Choi, Eui‐Sang Chung, Tae‐Young Chung
SJR Q1American Journal of Ophthalmology
Radiology, Nuclear Medicine and ImagingMedicine
11
Article|42 citations·2020
Risk Factors for Intraocular Lens Dislocation After Phacoemulsification: A Nationwide Population-Based Cohort Study
Ga‐In Lee, Dong Hui Lim, Sang Ah, Seon Woo Kim, Dong Wook Shin, Tae‐Young Chung
SJR Q1American Journal of Ophthalmology
OphthalmologyMedicine
12
Article|40 citations·2022
Deep Learning-Based Cataract Detection and Grading from Slit-Lamp and Retro-Illumination Photographs
Ki Young Son, Jongwoo Ko, Eunseok Kim, Si Young Lee, Min‐Ji Kim, Jisang Han, Eunhae Shin, Tae‐Young Chung, Dong Hui Lim
SJR Q1Ophthalmology ScienceOA

PurposeTo develop and validate an automated deep learning (DL)-based artificial intelligence (AI) platform for diagnosing and grading cataracts using slit-lamp and retroillumination lens photographs based on the Lens Opacities Classification System (LOCS) III.DesignCross-sectional study in which a convolutional neural network was trained and tested using photographs of slit-lamp and retroillumination lens photographs.ParticipantsOne thousand three hundred thirty-five slit-lamp images and 637 ret

Radiology, Nuclear Medicine and ImagingMedicine
13
Article|39 citations·2014
Analgesic Effect of Harpagophytum procumbens on Postoperative and Neuropathic Pain in Rats
Dong Hui Lim, Jae Il Kim, Daeseok Han, Yun Tai Kim
SJR Q1MoleculesOA

Harpagophytum procumbens, also known as Devil's Claw, has historically been used to treat a wide range of conditions, including pain and arthritis. The study was designed to investigate whether H. procumbens extracts exhibit analgesic effects in plantar incision and spared nerve injury (SNI) rats. The whole procedure was performed on male SD rats. To evaluate pain-related behavior, we performed the mechanical withdrawal threshold (MWT) test measured by von Frey filaments. Pain-related behavior w

Plant ScienceAgricultural and Biological Sciences
14
Article|39 citations·2019
Retinal Vein Occlusion is Associated with Low Blood High-Density Lipoprotein Cholesterol: A Nationwide Cohort Study
Jaeryung Kim, Dong Hui Lim, Kyungdo Han, Se Woong Kang, Don‐Il Ham, Sang Jin Kim, Tae‐Young Chung
SJR Q1American Journal of Ophthalmology
OphthalmologyMedicine
15
Article|38 citations·2023
Impact of Age-Related Macular Degeneration and Related Visual Disability on the Risk of Depression
Sungsoon Hwang, Se Woong Kang, Sang Jin Kim, Kyungdo Han, Bong Sung Kim, Wonyoung Jung, Dong Hui Lim, Dong Wook Shin
SJR Q1OphthalmologyOA
OphthalmologyMedicine

Research Areas

OphthalmologyRadiology, Nuclear Medicine and ImagingEpidemiologyPublic Health, Environmental and Occupational HealthMolecular BiologyRheumatology

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