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김훈 교수

Hoon Kim

서울대학교 산부인과 · 의학

연구실 소개

김훈 교수의 연구실은 주로 의료 통계 및 생물통계학을 기반으로 한 공간-시간적 데이터 분석에 중점을 두고 있습니다. 특히 암 발생률, 사망률 등 질병 빈도의 지역적·시계적 패턴을 정량적으로 분석하기 위해 베이지안 계층모형, 스팷리오-시계적 상호작용 모형, 그리고 공간적 구조 효과를 반영한 복합 모델을 개발하고 있습니다. 연구는 주로 대규모 건강 조사 데이터를 활용하여 고령 여성의 근력과 삶의 질, 또는 호르몬 치료가 뼈 대사에 미치는 영향 등 임상적 문제를 통계적으로 해석하는 데 초점을 맞추고 있습니다. 특히, 낮은 발생 빈도 지역의 추정 정확도를 높이기 위한 보정 모형 개발도 활발히 진행 중입니다.

베이지안 계층모형스파ati오-시계적 모델암 발생률 추정근력과 삶의 질뼈 대사 변화

연구 현황

논문 수
193
총 인용 수
1,869
최근 5년 논문
71
주요 분야
의학

연구 성과 추이

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

5개년 연도별 논문 게재 수
71총합
2021
2022
2023
2024
2025
5개년 연도별 피인용 수
376총합
20212022202320242025

주요 논문

15
1
논문|인용수 101·2001
A Bivariate Bayes Method for Improving the Estimates of Mortality Rates With a Twofold Conditional Autoregressive Model
Hoon Kim, Dongchu Sun, Robert K. Tsutakawa
SJR Q1Journal of the American Statistical Association

A bivariate Bayes method is proposed for estimating the mortality rates of a single disease for a given population, using additional information from a second disease. The information on the two diseases is assumed to be from the same population groups or areas. The joint frequencies of deaths for the two diseases for given populations are assumed to have a bivariate Poisson distribution with joint means proportional to the population sizes. The relationship between the mortality rates of the tw

Statistics and ProbabilityMathematics
2
논문|인용수 39·2002
Lognormal vs. Gamma: Extra Variations
Hoon Kim, Dongchu Sun, Robert K. Tsutakawa
SJR Q1Biometrical Journal

Within a Bayesian framework of hierarchical modeling, the inclusion of extra variation effects becomes popular with Poisson and Binomial sampling processes. For the less populated areas, mortality rates are heterogeneous due to environmental effects or other socio-economic status. Thus, the extra variation in the frequency of deaths will usually exceed that expected from sampling distributions. In this paper, we propose a quasi-multiplicative spatio-temporal model (PGC) with gamma extra variatio

DemographySocial Sciences
3
논문|인용수 34·2005
A First Course in Statistical Methods
Hoon Kim
SJR Q1Technometrics
Statistics and ProbabilityMathematics
4
논문|인용수 25·2013
The association between bone mineral density and metabolic syndrome: a Korean population-based study
Hoon Kim, Han Jin Oh, Hoon Choi, Woong Hwan Choi, Sung-Kil Lim, Jung Gu Kim
SJR Q2Journal of Bone and Mineral MetabolismOA
Orthopedics and Sports MedicineMedicine
5
논문|인용수 21·2012
The Effect of Estrogen Compounds on Human Embryoid Bodies
Hoon Kim, Yoon Young Kim, Seung‐Yup Ku, Seok Hyun Kim, Young Min Choi, Shin Yong Moon
SJR Q1Reproductive SciencesOA
Molecular BiologyBiochemistry, Genetics and Molecular Biology
6
논문|인용수 20·2022
Does endometriosis increase the risks of endometrial hyperplasia and endometrial cancer?
Hoon Kim, Hyun Jung Kim, Hyeong Sik Ahn, Hyun Jung Kim, Hyeong Sik Ahn
SJR Q1Gynecologic Oncology
Reproductive MedicineMedicine
7
논문|인용수 17·2007
A Bayesian Dynamic Spatio‐Temporal Interaction Model: An Application to Prostate Cancer Incidence
Hoon Kim, Jacob Oleson
SJR Q1Geographical Analysis

During the past three decades, prostate cancer incidence has changed substantially in the United States. A fully Bayesian hierarchical spatio‐temporal interaction model is proposed to estimate prostate cancer incidence rates in the state of Iowa. We introduce random spatial effects to capture the local dependence among regions, random temporal effects to explain the nonlinearity of rates over time, and random spatio‐temporal interactions. In addition, we introduce fixed age effects because most

Economics and EconometricsEconomics, Econometrics and Finance
8
리뷰|인용수 17·2017
Fertility preservation for patients with breast cancer: The Korean Society for Fertility Preservation clinical guidelines
Hoon Kim, Seul Ki Kim, Jung Ryeol Lee, Kyung Joo Hwang, Chang Suk Suh, Seok Hyun Kim
SJR Q3Daehan saengsik uihak hoeji/Clinical and experimental reproductive medicineOA

With advances in the methods of cancer treatment used in modern medicine, the number of breast cancer survivors has been consistently rising. As the number of women who wish to become pregnant after being diagnosed with breast cancer increases, it is necessary to consider fertility preservation in these patients. However, medical doctors may be unaware of the importance of fertility preservation among cancer patients because most patients do not share their concerns about fertility with their do

Public Health, Environmental and Occupational HealthMedicine
9
논문|인용수 16·2021
Hand grip strength and health-related quality of life in postmenopausal women: a national population-based study
Yun Soo Hong, Hoon Kim
SJR Q1Menopause The Journal of The North American Menopause Society

OBJECTIVE: Muscle strength progressively decreases after menopause. Hand grip strength (HGS) reflects overall muscle strength and may be associated with health-related quality of life (HRQoL). We aimed to assess the association between HGS and HRQoL in postmenopausal women. METHODS: We used nationally representative data on 6,059 postmenopausal women from the Korea National Health and Nutrition Examination Survey (2014-2018). HGS was determined as the maximum value in kilograms (kg) achieved usi

PhysiologyMedicine
10
논문|인용수 16·2008
Changes in the serum levels of osteoprotegerin and soluble receptor activator for nuclear factor κB ligand after estrogen-progestogen therapy and their relationships with changes in bone mass in postmenopausal women
Jung Gu Kim, Jung Hwa Kim, Dong Ock Lee, Hoon Kim, Ja Yeon Kim, Chang Suk Suh, Seok Hyun Kim, Young Min Choi
SJR Q1Menopause The Journal of The North American Menopause Society

After EPT, sRANKL/OPG ratios in the circulation decreased, but changes in this OPG-sRANKL system have no association with changes in any bone marker or BMD. The OPG-sRANKL system in the circulation might be involved in reduced bone resorption after EPT, but does not seem to be clinically useful for predicting BMD or bone turnover status and bone response after hormone therapy.

Molecular BiologyBiochemistry, Genetics and Molecular Biology
11
논문|인용수 15·2011
Association between endometriosis and polymorphisms in insulin-like growth factors (IGFs) and IGF-I receptor genes in Korean women
Hoon Kim, Ju Hee Park, Seung‐Yup Ku, Seok Hyun Kim, Young Min Choi, Jung Gu Kim
SJR Q2European Journal of Obstetrics & Gynecology and Reproductive Biology
Reproductive MedicineMedicine
12
논문|인용수 14·2016
Feature of amenorrhea in postoperative tamoxifen users with breast cancer
Hoon Kim, Wonshik Han, Seung‐Yup Ku, Chang Suk Suh, Seok Hyun Kim, Young Min Choi
SJR Q1Journal of Gynecologic OncologyOA

OBJECTIVE: Tamoxifen has been used to prevent the recurrence of breast cancer. However, tamoxifen-users frequently experience amenorrhea and it can be confused from that caused by other hormonal abnormalities. In amenorrheic patients without breast cancer, clinicians usually measure the sex hormone levels that are known to be associated with ovarian or menstrual function. This study aimed to investigate the feature of female sex hormones in premenopausal breast cancer patients undergoing tamoxif

GeneticsBiochemistry, Genetics and Molecular Biology
13
논문|인용수 13·2012
Association between endometriosis and polymorphisms in tumor necrosis factor-related apoptosis-inducing ligand (TRAIL), TRAIL receptor and osteoprotegerin genes and their serum levels
Hoon Kim, Seung‐Yup Ku, Chang Suk Suh, Seok Hyun Kim, Jong Hak Kim, Jung Gu Kim
SJR Q1Archives of Gynecology and Obstetrics
Reproductive MedicineMedicine
14
리뷰|인용수 13·2021
Recent Advancements in Engineered Biomaterials for the Regeneration of Female Reproductive Organs
Sung Woo Kim, Yoon Young Kim, Hoon Kim, Seung‐Yup Ku
SJR Q1Reproductive Sciences
SurgeryMedicine
15
논문|인용수 11·2004
Probability, Statistics, and Random Processes for Engineers
Hoon Kim
SJR Q1Technometrics

(2004). Probability, Statistics, and Random Processes for Engineers. Technometrics: Vol. 46, No. 3, pp. 360-361.

Statistics, Probability and UncertaintyDecision Sciences

대표 연구 분야

Reproductive MedicinePublic Health, Environmental and Occupational HealthEndocrinology, Diabetes and MetabolismSurgeryMolecular BiologyPediatrics, Perinatology and Child Health

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