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강성훈 교수

Sung Hoon Kang

고려대학교 신경과 · 의학

연구실 소개

강성훈 교수의 연구실은 알츠하이머병 및 관련 신경퇴행성 질환의 조기 진단과 병태생리 기전 규명을 중심으로, 뇌 영상, 생체막대, 임상 인지검사 등 다중 모odal 데이터를 기반으로 한 정밀의료 기반의 예측 모델 개발에 주력하고 있습니다. 특히 아밀로이드 단백질과 뇌소혈관병변의 상호관계, 콜레스테롤 대사와 인지기능 저하의 연관성 등 뇌의 구조적·기능적 변화를 종합적으로 분석하는 데 초점을 맞추고 있습니다. 최근에는 머신러닝 기반 예측 모델을 활용한 비침습적 Aβ 상태 예측 및 파킨슨병의 유병률 및 가소성 위험요인 분석까지 연구 영역을 확장하고 있습니다.

알츠하이머병아밀로이드-PET뇌소혈관병변인지장애 예측머신러닝

연구 현황

논문 수
170
총 인용 수
1,606
최근 5년 논문
59
주요 분야
의학

연구 성과 추이

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

5개년 연도별 논문 게재 수
59총합
2022
2023
2024
2025
2026
5개년 연도별 피인용 수
346총합
20222023202420252026

주요 논문

15
1
논문|인용수 117·2019
The Cortical Neuroanatomy Related to Specific Neuropsychological Deficits in Alzheimer's Continuum
Sung Hoon Kang, Yu Hyun Park, Daun Lee, Jun Pyo Kim, Juhee Chin, Yisuh Ahn, Seong Beom Park, Hee Jin Kim, Hyemin Jang, Young Hee Jung, Jaeho Kim, Jong Min Lee
Dementia and Neurocognitive DisordersOA

The poor performance of most neuropsychological tests is closely related to cortical thinning in specific brain areas in Alzheimer's continuum. Therefore, the brain atrophy pattern in patients with Alzheimer's continuum can be predict by an accurate analysis of neuropsychological tests in clinical practice.

Psychiatry and Mental healthMedicine
2
논문|인용수 82·2017
Therapeutic outcomes of endoscopic papillectomy for ampullary neoplasms: retrospective analysis of a multicenter study
Sung Hoon Kang, Kook Hyun Kim, Tae Nyeun Kim, Min Kyu Jung, Chang Min Cho, Kwang Bum Cho, Jimin Han, Ho Gak Kim, Hyun Soo Kim
SJR Q2BMC GastroenterologyOA

BACKGROUND: Endoscopic papillectomy (EP) is reported to be a relatively safe and reliable procedure for complete resection of ampullary neoplasms. The aim of this study was to evaluate the therapeutic outcomes and complications of EP for ampullary neoplasms. METHODS: A retrospective multicenter study was conducted with 5 participating centers from January 2007 to July 2014. A total of 104 patients who underwent EP for ampullary neoplasms were reviewed retrospectively. EP was performed by snare r

OncologyMedicine
3
논문|인용수 41·2016
The combined effect of REM sleep behavior disorder and hyposmia on cognition and motor phenotype in Parkinson's disease
Sung Hoon Kang, Hye Mi Lee, Woo‐Keun Seo, Ji Hyun Kim, Seong‐Beom Koh
SJR Q1Journal of the Neurological Sciences
Sensory SystemsNeuroscience
4
논문|인용수 38·2021
Amyloid Positivity in the Alzheimer/Subcortical-Vascular Spectrum
Sung Hoon Kang, Monica Eunseo Kim, Hyemin Jang, Hojeong Kwon, Hyejoo Lee, Hee Jin Kim, Sang Won Seo, Duk L. Na
SJR Q1Neurology

Our analysis of Aβ positivity involving a large sample classified according to the stratified cognitive states and WMH severity indicates that Alzheimer and cerebral small vessel diseases lie on a continuum. Our results offer clinicians insightful information about the association among Aβ, WMH, and cognition.

Psychiatry and Mental healthMedicine
5
논문|인용수 27·2023
Distinct effects of cholesterol profile components on amyloid and vascular burdens
Sung Hoon Kang, Heejin Yoo, Bo Kyoung Cheon, Yu Hyun Park, Soo-Jong Kim, Hongki Ham, Hyemin Jang, Hee Jin Kim, Kyungmi Oh, Seong‐Beom Koh, Duk L. Na, Jun Pyo Kim
SJR Q1Alzheimer s Research & TherapyOA

BACKGROUND: Cholesterol plays important roles in β-amyloid (Aβ) metabolism and atherosclerosis. However, the relationships of plasma cholesterol levels with Aβ and cerebral small vessel disease (CSVD) burdens are not fully understood in Asians. Herein, we investigated the relationships between plasma cholesterol profile components and Aβ and CSVD burdens in a large, non-demented Korean cohort. METHODS: We enrolled 1,175 non-demented participants (456 with unimpaired cognition [CU] and 719 with m

Psychiatry and Mental healthMedicine
6
논문|인용수 26·2021
Machine Learning for the Prediction of Amyloid Positivity in Amnestic Mild Cognitive Impairment
Sung Hoon Kang, Bo Kyoung Cheon, Jisun Kim, Hyemin Jang, Hee Jin Kim, Kyung Won Park, Young Noh, Jin San Lee, Byoung Seok Ye, Duk L. Na, Hyejoo Lee, Sang Won Seo
SJR Q1Journal of Alzheimer s DiseaseOA

BACKGROUND: Amyloid-β (Aβ) evaluation in amnestic mild cognitive impairment (aMCI) patients is important for predicting conversion to Alzheimer's disease. However, Aβ evaluation through Aβ positron emission tomography (PET) is limited due to high cost and safety issues. OBJECTIVE: We therefore aimed to develop and validate prediction models of Aβ positivity for aMCI using optimal interpretable machine learning (ML) approaches utilizing multimodal markers. METHODS: We recruited 529 aMCI patients

Psychiatry and Mental healthMedicine
7
논문|인용수 23·2023
Incidence of Parkinson’s disease and modifiable risk factors in Korean population: A longitudinal follow-up study of a nationwide cohort
Sung Hoon Kang, Seok Joo Moon, Minwoong Kang, Su Jin Chung, Geum Joon Cho, Seong‐Beom Koh
SJR Q1Frontiers in Aging NeuroscienceOA

Introduction: We aimed to investigate the incidence of Parkinson's disease (PD) by age and year for each sex as well as the modifiable risk factors for PD. Using data from the Korean National Health Insurance Service, 938,635 PD and dementia-free participants aged ≥40 years who underwent general health examinations were followed to December 2019. Methods: We analyzed the PD incidence rates according to age, year and sex. To investigate the modifiable risk factors for PD, we used the Cox regressi

NeurologyMedicine
8
논문|인용수 20·2023
Different effects of cardiometabolic syndrome on brain age in relation to gender and ethnicity
Sung Hoon Kang, Mengting Liu, Gilsoon Park, Sharon Kim, Hyejoo Lee, William Matloff, Lu Zhao, Heejin Yoo, Jun Pyo Kim, Hyemin Jang, Hee Jin Kim, Neda Jahanshad
SJR Q1Alzheimer s Research & TherapyOA

BACKGROUND: A growing body of evidence shows differences in the prevalence of cardiometabolic syndrome (CMS) and dementia based on gender and ethnicity. However, there is a paucity of information about ethnic- and gender-specific CMS effects on brain age. We investigated the different effects of CMS on brain age by gender in Korean and British cognitively unimpaired (CU) populations. We also determined whether the gender-specific difference in the effects of CMS on brain age changes depending on

Psychiatry and Mental healthMedicine
9
논문|인용수 16·2021
Independent effect of neurogenic orthostatic hypotension on mild cognitive impairment in Parkinson’s disease
Sung Hoon Kang, Su Jin Chung, Jungyeun Lee, Seong‐Beom Koh
SJR Q1Clinical Autonomic Research
SurgeryMedicine
10
논문|인용수 15·2022
Gender-specific relationship between thigh muscle and fat mass and brain amyloid-β positivity
Sung Hoon Kang, Kyung Hyun Lee, Yoosoo Chang, Yeong Sim Choe, Jun Pyo Kim, Hyemin Jang, Hee Young Shin, Hee Jin Kim, Seong‐Beom Koh, Duk L. Na, Sang Won Seo, Mira Kang
SJR Q1Alzheimer s Research & TherapyOA

BACKGROUND: The relationship of specific body composition in the thighs and brain amyloid-beta (Aβ) deposition remained unclear, although there were growing evidence that higher muscle and fat mass in thighs had a protective effect against cardiometabolic syndromes. To determine whether muscle mass and fat mass in the thighs affected amyloid-beta (Aβ) positivity differently in relation to gender, we investigated the association of muscle mass and fat mass with Aβ positivity using positron emissi

PhysiologyMedicine
11
논문|인용수 15·2022
Mild cognitive impairment is associated with poor gait performance in patients with Parkinson’s disease
Sung Hoon Kang, Jinhee Kim, Jungyeun Lee, Seong‐Beom Koh
SJR Q1Frontiers in Aging NeuroscienceOA

Cognitive impairment may be commonly accompanied by gait disturbance in patients with Parkinson’s disease (PD). However, it is still controversial whether gait disturbance is associated with mild cognitive impairment (MCI) and which cognitive function has a more important effect on specific gait parameter. Our objective was to investigate the association of gait parameters with MCI and the correlation between performance on comprehensive neuropsychological tests and gait parameters in PD patient

NeurologyMedicine
12
논문|인용수 14·2021
Cortical neuroanatomical changes related to specific neuropsychological deficits in subcortical vascular cognitive impairment
Sung Hoon Kang, Yu Hyun Park, Jun Pyo Kim, Ji-Sun Kim, Chi Hun Kim, Hyemin Jang, Hee Jin Kim, Seong‐Beom Koh, Duk L. Na, Juhee Chin, Sang Won Seo
SJR Q1NeuroImage ClinicalOA

Our findings suggested that cortical atrophy was an important factor of cognitive impairment in Aβ (-) SVCI regardless of WMH. Furthermore, our findings might give clinicians a better understanding of specific neural substrates of neuropsychological deficits in patients with SVCI.

Psychiatry and Mental healthMedicine
13
논문|인용수 14·2023
Independent effect of Aβ burden on cognitive impairment in patients with small subcortical infarction
Sung Hoon Kang, Minwoong Kang, Jung H. Han, Eun Seong Lee, Keon‐Joo Lee, Su Jin Chung, Sang‐il Suh, Seong‐Beom Koh, Jae Seon Eo, Chi Kyung Kim, Kyungmi Oh
SJR Q1Alzheimer s Research & TherapyOA

BACKGROUND: The effect of amyloid-β (Aβ) on cognitive impairment in patients with small subcortical infarction remains controversial, although a growing body of evidence shows a substantial overlap between Alzheimer's disease (AD) and subcortical ischemic vascular dementia, another form of cerebral small vessel disease (cSVD). Therefore, we investigated the relationships between Aβ positivity and the development of post-stroke cognitive impairment (PSCI) in patients with small subcortical infarc

Psychiatry and Mental healthMedicine
14
논문|인용수 11·2022
Independent effect of body mass index variation on amyloid-β positivity
Sung Hoon Kang, Jong Hyuk Kim, Yoosoo Chang, Bo Kyoung Cheon, Yeong Sim Choe, Hyemin Jang, Hee Jin Kim, Seong‐Beom Koh, Duk L. Na, Kyunga Kim, Sang Won Seo
SJR Q1Frontiers in Aging NeuroscienceOA

Objectives: The relationship of body mass index (BMI) changes and variability with amyloid-β (Aβ) deposition remained unclear, although there were growing evidence that BMI is associated with the risk of developing cognitive impairment or AD dementia. To determine whether BMI changes and BMI variability affected Aβ positivity, we investigated the association of BMI changes and BMI variability with Aβ positivity, as assessed by PET in a non-demented population. Methods: We retrospectively recruit

Psychiatry and Mental healthMedicine
15
논문|인용수 11·2021
Constipation is Associated With Mild Cognitive Impairment in Patients With de novo Parkinson’s Disease
Sung Hoon Kang, Jungyeun Lee, Seong‐Beom Koh
SJR Q2Journal of Movement DisordersOA

OBJECTIVE: The association between gastrointestinal (GI) symptoms and cognitive profile in patients with Parkinson's disease (PD) at diagnosis remains unclear, although GI symptoms and cognitive impairment are highly prevalent in patients with PD. We investigated the relationship between constipation and cognitive status. We also aimed to identify the correlation between constipation and each neuropsychological dysfunction. METHODS: A total of 427 patients with de novo Parkinson's disease with n

NeurologyMedicine

대표 연구 분야

Psychiatry and Mental healthNeurologySurgeryOtorhinolaryngologyPhysiologyRadiology, Nuclear Medicine and Imaging

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