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김건희 교수

Gunhee Kim

서울대학교 · 의학

연구실 소개

김건희 교수의 연구실은 대규모 웹 이미지 및 비디오 데이터에서 자동으로 공통된 객체나 이벤트를 추출하고 요약하는 데 중점을 두고 있습니다. 특히, 다중 이미지에서 반복적으로 나타나는 객체를 공동으로 세그멘테이션하거나, 시간적 흐름에 따라 사건의 흐름을 그래프 구조로 재구성하는 '스토리라인 그래프' 기반의 비지도 학습 기법을 핵심으로 연구하고 있습니다. 또한, 레이블이 없는 환경에서도 효과적으로 관심 영역을 탐지하는 스케일러블한 최적화 기법과 자율주행 로봇의 인간상호작용 설계 등 실생활 응용에 기여하는 기술도 함께 개발하고 있습니다. 이 연구들은 사진 추천, 자율주행, 대규모 미디어 요약 등 다양한 분야에 응용 가능성을 지닙니다.

공동세그멘테이션스토리라인 그래프비지도 학습대규모 미디어 요약관심 영역 탐지

연구 현황

논문 수
33
총 인용 수
120
최근 5년 논문
21
주요 분야
의학

연구 성과 추이

표시된 성과는 수집된 데이터 기준으로 산출되며, 일부 차이가 있을 수 있습니다.

5개년 연도별 논문 게재 수
21총합
2021
2022
2023
2024
2025
5개년 연도별 피인용 수
81총합
20212022202320242025

주요 논문

15
1
논문|인용수 21·2021
Associations between relative grip strength and type 2 diabetes mellitus: The Yangpyeong cohort of the Korean genome and epidemiology study
Geonhui Kim, Bong Kil Song, Jung Woon Kim, Elizabeth C. Schroeder, Angelique G. Brellenthin, Duck-chul Lee, Yu‐Mi Kim, Mi Kyung Kim, Bo Youl Choi, Yeon Soo Kim
SJR Q1FWCI 1.3PLoS ONEOA

In this cross-sectional study, greater relative grip strength was associated with a lower prevalence of T2DM independent of BMI in Korean adults. Additional prospective studies are needed to determine whether a causal association exists between relative grip strength and T2DM prevalence considering BMI.

PhysiologyMedicine
2
논문|인용수 18·2022
Physical Activity Trends in Korean Adults from Korea National Health and Nutritional Examination Survey from 2014 to 2019
Hoyong Sung, Geonhui Kim, Xiaonan Ma, Harim Choe, Yunmin Han, Jiyeon Yoon, Yeun Ryu, Yeon Soo Kim
SJR Q2FWCI 1.9International Journal of Environmental Research and Public HealthOA

The current study aimed to examine the adherence trend for aerobic and muscle-strengthening physical activity (PA) guidelines among Korean adults using the Korea National Health and Nutritional Examination Survey from 2014 to 2019. Korean adults (N = 2642) were included in the current study to examine the trend of PA adherence from 2014 to 2019. The PA guidelines are: (a) aerobic activity (a minimum of 150 min moderate to vigorous PA weekly) and (b) muscle-strengthening activity (a minimum of tw

PhysiologyMedicine
3
논문|인용수 17·2022
Physical activity in the era of climate change and COVID-19 pandemic: Results from the South Korea's 2022 Report Card on physical activity for children and adolescents
Eun‐Young Lee, Yeong-Bae Kim, Seon Young Goo, Okimitsu Oyama, Jeongmin Lee, Geonhui Kim, Heejun Lim, Hoyong Sung, Jiyeon Yoon, Jongnam Hwang, Sochung Chung, Hyun Joo Kang
SJR Q1FWCI 3.2Journal of Exercise Science & FitnessOA

Government and school policies/programs and the built environment are, in general, conducive to physically active lifestyles for South Korean children and adolescents; however, behavioural indicators received poor grades except for Active Transportation. A thorough evaluation of policies/programs at government, local, and school levels is needed to ensure that the efforts to have PA-enhancing infrastructure and systems are actually being translated into the behavior of children and adolescents i

Public Health, Environmental and Occupational HealthMedicine
4
논문|인용수 14·2020
Kushenol E inhibits autophagy and impairs lysosomal positioning via VCP/p97 inhibition
Mincheol Kwon, Mina Jang, Geonhui Kim, Taehoon Oh, In‐Ja Ryoo, Hyung Won Ryu, Sei‐Ryang Oh, Bo Yeon Kim, Jae‐Hyuk Jang, Sung‐Kyun Ko, Jong Seog Ahn
SJR Q1FWCI 1.0Biochemical Pharmacology
EpidemiologyMedicine
5
논문|인용수 10·2021
Associations between grip strength and glycemic control in type 2 diabetes mellitus: an analysis of data from the 2014-2019 Korea National Health and Nutrition Examination Survey
Harim Choe, Hoyong Sung, Geonhui Kim, On Lee, Hyo Youl Moon, Yeon Soo Kim
SJR Q2FWCI 1.1Epidemiology and HealthOA

Lower grip strength was associated with poor glycemic control in patients with diabetes mellitus, especially in males. However, further studies are needed to confirm the causal relationship between grip strength and glycemic control.

PhysiologyMedicine
6
논문|인용수 8·2018
Impacts of Psychological Distress, Gender Role Attitude, and Housekeeping Sharing on Quality of Life of Gynecologic Cancer Survivors
Gunhee Kim, Moon Jeong Kim
FWCI 1.2Korean journal of women health nursing/Yeoseong geon'gang ganho hag'hoeji/Yeoseong geon-gang ganho hakoejiOA

Nursing interventions that can relieve psychological distress need to be developed for gynecologic cancer survivors. Nurses need to put priority on ovarian cancer survivors who have low education level with multiple treatment methods when performing nursing interventions to improve the quality of life of gynecologic cancer survivors.

Sociology and Political ScienceSocial Sciences
7
논문|인용수 7·2016
Understanding the Relationships Between Leisure Satisfaction, Self-Esteem, Family Satisfaction, and Life Satisfaction Among Korean Individuals With Intellectual Disability
Junhyoung Kim, Eugene Y. Roh, Gunhee Kim, Lori Anne Irwin
FWCI 0.6Therapeutic Recreation Journal

There is a lack of research and understandings regarding how factors are associated with life satisfaction among Korean individuals with intellectual disability (ID). The purpose of this study was to investigate the relationship between leisure satisfaction, self-esteem, and family relationship among Korean individuals with ID. Using the 2012 Panel Survey of Employment for the Disabled in Korea (PSED, 2012), the total of 189 participants of PSED was extracted from PSED. The results showed that l

Safety ResearchSocial Sciences
8
논문|인용수 5·2023
The Effects of 12-week Online-delivered Isometric and Dynamic Core Stability Exercises on Functional Movement, Dynamic Postural Control, and Core Endurance in Healthy Young Adults
Namkuk Son, Hoyong Sung, Geonhui Kim, Harim Choe, Yeun Ryu, Yeon Soo Kim
FWCI 1.1The Asian Journal of KinesiologyOA

OBJECTIVES The purpose of this study was to compare the effects of 12-week online-delivered isometric and dynamic core stability exercises on functional movements, dynamic postural control, and core endurance in healthy young adults.METHODS This is a single-blind randomized controlled trial. Sixty young adults (age range: 19-34 years; 12 males, 48 females) participated in this study. They were randomly assigned to the isometric core exercise [ICE], dynamic core exercise [DCE], or control group.

Psychiatry and Mental healthMedicine
9
논문|인용수 3·2025
Associations of Physical Activity and Cardiorespiratory Fitness With Incident Chronic Kidney Disease in a Korean Population
Yunmin Han, Sun Ae Yoon, S Lee, Younghwan Choi, Geonhui Kim, Duck-chul Lee, Youngwon Kim, Ga-Young Lim, Ria Kwon, Yoosoo Chang, Seungho Ryu, Jeonggyu Kang
SJR Q2FWCI 8.4Journal of Renal Nutrition
General Health ProfessionsHealth Professions
10
논문|인용수 3·2019
Combating Identity Threat of Machine: The effect of group-affirmation on humans’ intellectual performance loss*
Youngjae Cha, Lee Hyung Suk, Dayk Jang, Jong-Ho Lee, Sang‐Hun Lee, Gunhee Kim, Park Hee-Young, 배종훈
Korean Journal of Cognitive ScienceOA
Safety ResearchSocial Sciences
11
논문|인용수 2·2021
Accelerometer-measured stepping cadence patterns in Korean adults: an analysis of data from the 2014-2015 Korea National Health and Nutrition Examination Survey
Geonhui Kim, Hoyong Sung, Yeun Ryu, Jungjun Lim, Joon-Sik Kim, Hak Kyun Kim, Yeon Soo Kim
SJR Q2Epidemiology and HealthOA

Korean adults spent most of their time at a low cadence and only a few minutes at a high cadence (≥100 steps/min); this trend was consistent across sex and age groups.

PhysiologyMedicine
12
논문|인용수 2·2019
Associations between Allergic Rhinitis and Frequency of Muscular Exercise and Sitting Time in Korean Adolescent from the 2016 Korean Youth's Risk Behavior Web-Based Study
Geonhui Kim, Doo Yong Park, On Lee, Yeon Soo Kim
FWCI 0.3The Korean Journal of Sports MedicineOA

The aim of this study was to analyze the association between allergic rhinitis and frequency of muscular exercise and sitting time in Korean adolescents. Methods: We performed logistic regression analysis to calculate allergic rhinitis odds ratio (OR) and 95% confidence interval (CI) about frequency of muscular exercise and sitting time measured by questionnaires. Results: Students participating in muscular exercise over 5 days a week had lower OR than students not participating in muscular exer

Immunology and AllergyMedicine
13
논문|인용수 2·2009
Development and Evaluation of Consumer Educational Contents on Safety Management of Imported Foods for Female College Students in Seoul
Ji-In Jung, Eun-Jin Kang, Mi-Young Cho, Gye-Sun Choi, Young-Pyo Hong, Kab-Jong Seo, Gunhee Kim
FWCI 3.8

This study was carried out to evaluate the consumer recognition with regard to the safety management for imported foods. In order to evaluate the effect of the prgram on consumer education, the program was practiced for 89 female college students in Seoul, Korea. The participants were given an instruction with materials on imported food safety, including the safety management of imported foods and their distribution. The results showed that the participants achieved a greater understanding of im

Cultural StudiesSocial Sciences
14
논문|인용수 2·2024
Effects of a Web-based Weight Management Education Program on Various Factors for Overweight and Obese Women: Randomized Controlled Trial
Yunmin Han, Hoyong Sung, Geonhui Kim, Yeun Ryu, Jiyeon Yoon, Yeon Soo Kim
SJR Q2FWCI 1.7JMIR CardioOA

Korea Disease Control and Prevention Agency (KDCA) KCT0007780: https://cris.nih.go.kr/cris/search/detailSearch.do/22861.

General Health ProfessionsHealth Professions
15
논문|인용수 1·2022
Accelerometer and Self-reported Sedentary Time Related to Metabolic Syndrome
Jungjun Lim, Hoyong Sung, Joon-Sik Kim, Geonhui Kim, Jungwoon Kim, Yeon Soo Kim
FWCI 0.1The Korean Journal of Sports MedicineOA

The main purpose of this study was to examine the relationship between sedentary time and metabolic syndrome. Association of accelerometer and self-reported sedentary time on metabolic syndrome were also compared. Methods: A total of 1,354 adults (men, 492; women, 862), aged 19 to 65 years, who wore the accelerometer from the Korea National Health and Nutrition Examination Survey were included in the analysis. Four subgroups were created based on quartiles of daily sedentary time for analytical

PhysiologyMedicine

대표 연구 분야

PhysiologySociology and Political SciencePublic Health, Environmental and Occupational HealthGeneral Health ProfessionsEpidemiologySafety Research

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