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이석호 교수

SukHo Lee

서울대학교 · 의학

연구실 소개

이석호 교수의 연구실은 생물학적 신호와 데이터 분석의 융합을 핵심으로 삼고 있습니다. 특히 근육 생장 메커니즘과 운동 유도 근육 비대에 대한 생물학적 기전을 실험적으로 규명하는 데 초점을 맞추고 있으며, 이와 더불어 유전체 분석과 데이터 기반 통계 기법을 접목하여 인구 구조 보정 및 유전자 마커 선별에 응용합니다. 또한 광학 컴퓨팅과 메타물질 기반의 초고속 병렬 계산 기술을 연구하며, 미래형 컴퓨팅 아키텍처 개발에도 기여하고 있습니다.

근육 비대유전자 마커광학 컴퓨팅스팸 데이터 분석생물의학 통계

연구 현황

논문 수
328
총 인용 수
3,711
최근 5년 논문
57
주요 분야
의학

연구 성과 추이

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

5개년 연도별 논문 게재 수
57총합
2022
2023
2024
2025
2026
5개년 연도별 피인용 수
350총합
20222023202420252026

주요 논문

15
1
논문|인용수 195·2004
Viral expression of insulin-like growth factor-I enhances muscle hypertrophy in resistance-trained rats
Sukho Lee, Elisabeth R. Barton, H. Lee Sweeney, Roger P. Farrar
SJR Q1FWCI 3.0Journal of Applied Physiology

Muscle hypertrophy is the product of increased drive through protein synthetic pathways and the incorporation of newly divided satellite cells. Gains in muscle mass and strength can be achieved through exercise regimens that include resistance training. Increased insulin-like growth factor-I (IGF-I) can also promote hypertrophy through increased protein synthesis and satellite cell proliferation. However, it is not known whether the combined effect of IGF-I and resistance training results in an

Molecular BiologyBiochemistry, Genetics and Molecular Biology
2
논문|인용수 103·2010
Sparse logistic principal components analysis for binary data
Seokho Lee, Jianhua Z. Huang, Jianhua Hu
SJR Q1FWCI 1.5The Annals of Applied StatisticsOA

We develop a new principal components analysis (PCA) type dimension reduction method for binary data. Different from the standard PCA which is defined on the observed data, the proposed PCA is defined on the logit transform of the success probabilities of the binary observations. Sparsity is introduced to the principal component (PC) loading vectors for enhanced interpretability and more stable extraction of the principal components. Our sparse PCA is formulated as solving an optimization proble

Molecular BiologyBiochemistry, Genetics and Molecular Biology
3
논문|인용수 91·2022
Computation at the speed of light: metamaterials for all-optical calculations and neural networks
Trevon Badloe, Seokho Lee, Junsuk Rho
SJR Q1FWCI 11.3Advanced PhotonicsOA

The explosion in the amount of information that is being processed is prompting the need for new computing systems beyond existing electronic computers. Photonic computing is emerging as an attractive alternative due to performing calculations at the speed of light, the change for massive parallelism, and also extremely low energy consumption. We review the physical implementation of basic optical calculations, such as differentiation and integration, using metamaterials, and introduce the reali

Artificial IntelligenceComputer Science
4
논문|인용수 50·2003
Resistance training induces muscle-specific changes in muscle mass andfunction in rat
Sukho Lee, Roger P. Farrar

RESISTANCE TRAINING INDUCES MUSCLE -SPECIFIC CHANGES IN MUSCLE MASS AND FUNCTION IN RAT. Sukho Lee, Roger P. Farrar. JEPonline. 2003;6(2):80-87. Resistance exercise is frequently used to induce hypertrophy in animal model. T his study examined the effects of 8 weeks of resistance training followed by 4 to 8 weeks of detraining on muscle mass and function. The resistance training consisted of climbing (5 reps/3 sets) a ladder carrying a load suspended from the tail. The weights were increased gra

Orthopedics and Sports MedicineMedicine
5
논문|인용수 44·2012
Sparse Principal Component Analysis for Identifying Ancestry‐Informative Markers in Genome‐Wide Association Studies
Seokho Lee, Michael P. Epstein, Richard Duncan, Xihong Lin
SJR Q2FWCI 2.3Genetic EpidemiologyOA

Genome‐Wide association studies (GWAS) routinely apply principal component analysis (PCA) to infer population structure within a sample to correct for confounding due to ancestry. GWAS implementation of PCA uses tens of thousands of single‐nucleotide polymorphisms (SNPs) to infer structure, despite the fact that only a small fraction of such SNPs provides useful information on ancestry. The identification of this reduced set of Ancestry‐Informative markers (AIMs) from a GWAS has practical value;

GeneticsBiochemistry, Genetics and Molecular Biology
6
논문|인용수 25·2024
Mapping information and light: Trends of AI-enabled metaphotonics
Seokho Lee, C. G. Park, Junsuk Rho
SJR Q1FWCI 8.7Current Opinion in Solid State and Materials Science
Artificial IntelligenceComputer Science
7
논문|인용수 23·2009
Perturbation of Numerical Confidential Data via Skew-<i>t</i> Distributions
Seokho Lee, Marc G. Genton, Reinaldo B. Arellano‐Valle
SJR Q1FWCI 2.3Management ScienceOA

We propose a new data perturbation method for numerical database security problems based on skew-t distributions. Unlike the normal distribution, the more general class of skew-t distributions is a flexible parametric multivariate family that can model skewness and heavy tails in the data. Because databases having a normal distribution are seldom encountered in practice, the newly proposed approach, coined the skew-t data perturbation (STDP) method, is of great interest for database managers. We

Statistics and ProbabilityMathematics
8
리뷰|인용수 22·2016
Sport-based physical activity intervention on body weight in children and adolescents: a meta-analysis
Kyungun Kim, Gina Ok, Soeun Jeon, Minsoo Kang, Sukho Lee
SJR Q1FWCI 2.4Journal of Sports Sciences

Controversial results reported in past research pertaining to the effectiveness of sport-based physical activity interventions on weight loss. The purpose of this study was to assess the impact of sport-based physical activity intervention on body weight in children and adolescents using a meta-analysis. Academic Search Complete, Education Source, ERIC, Medline, ProQuest, PsycINFO and SportDiscus databases were searched from January 2000 to April 2015. Eighteen studies met following inclusion cr

Public Health, Environmental and Occupational HealthMedicine
9
논문|인용수 22·2012
Swimming exercise during pregnancy alleviates pregnancy-associated long-term memory impairment
Ki-Jeong Kim, Eunhee Chung, Chang‐Ju Kim, Sukho Lee
SJR Q2FWCI 1.6Physiology & Behavior
Developmental NeuroscienceNeuroscience
10
논문|인용수 21·2015
Categorization and Clinicopathological Features of Chronic Rhinosinusitis With Eosinophilic Mucin in a Korean Population
Sukho Lee, Hak Jun Kim, Jin Woo Lee, Young Hoon Yoon, Yong Min Kim, Ki‐Sang Rha
SJR Q1FWCI 1.5Clinical and Experimental OtorhinolaryngologyOA

AFRS is believed to be an allergic response to colonizing fungi in atopic individuals. In EFRS, local allergies to fungi may play a role in the pathogenesis of the disease. EMRS is thought to be unconnected with fungal allergies.

OtorhinolaryngologyMedicine
11
논문|인용수 20·2014
Canonical correlation analysis for irregularly and sparsely observed functional data
Hyejin Shin, Seokho Lee
SJR Q1FWCI 0.9Journal of Multivariate Analysis
Analytical ChemistryChemistry
12
논문|인용수 19·2016
Effect of previous strength training episode and retraining on facilitation of skeletal muscle hypertrophy and contractile properties after long-term detraining in rats
Sukho Lee, Kwangseok Hong, Kijeong Kim
SJR Q2FWCI 0.2Journal of Exercise RehabilitationOA

In the present study, we investigated the effects of previous strength training and retraining following long-term cessation of exercise on muscle mass and contractile properties. Female Sprague-Dawley rats (n=24) aged eight weeks were randomly assigned one of the four groups: control (CON), detraining (DT), training (TR), and retraining (RT). The training regimen consisted of climbing ladder 5×3 sets, once every third day for eight weeks with weight attached to the tail. The weight carried duri

Molecular BiologyBiochemistry, Genetics and Molecular Biology
13
논문|인용수 18·2023
Attenuation of skeletal muscle atrophy via acupuncture, electro-acupuncture, and electrical stimulation
T. Brock Symons, Jinho Park, Joo Hyun Kim, Eun Hye Kwon, Jesse Delacruz, Junghoon Lee, Yoonjung Park, Eunhee Chung, Sukho Lee
SJR Q2FWCI 2.8Integrative Medicine ResearchOA

Skeletal muscle atrophy, induced by 14 days of cast-immobilization, was significantly attenuated by acupuncture, electro-acupuncture, or electrical stimulation.

Molecular BiologyBiochemistry, Genetics and Molecular Biology
14
논문|인용수 17·2013
A coordinate descent MM algorithm for fast computation of sparse logistic PCA
Seokho Lee, Jianhua Z. Huang
SJR Q1FWCI 1.6Computational Statistics & Data Analysis
Statistics and ProbabilityMathematics
15
논문|인용수 17·2013
-type smoothing spline estimators for principal functions
Seokho Lee, Hyejin Shin, Nedret Billor
SJR Q1FWCI 0.7Computational Statistics & Data Analysis
Statistics and ProbabilityMathematics

대표 연구 분야

Molecular BiologyPublic Health, Environmental and Occupational HealthPlant ScienceGeneral Health ProfessionsOrthopedics and Sports MedicineSociology and Political Science

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