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박상현 교수

Sanghyun Park

포항공과대학교 컴퓨터공학과 · 컴퓨터과학

연구실 소개

박상현 교수의 연구실은 생물학적 신호 전달 경로의 정밀한 제어 메커니즘을 밝히는 데 초점을 맞추고 있습니다. 특히 스caffolding 단백질이 신호 전달을 어떻게 조절하는지에 대한 분자적 원리를 해석하고, 이를 기반으로 합성 생물학적 경로를 설계하는 데 성공했습니다. 또한 분자 동역학 시뮬레이션과 반응 경로 분석을 통해 생체 분자의 기능적 거동을 수학적으로 기반화한 연구를 진행하고 있습니다. 이는 생물학적 시스템의 설계 원리 이해와 신약 개발에 기여할 수 있는 기초 연구입니다.

신호 전달 경로스caffolding 단백질합성 생물학분자 동역학 시뮬레이션반응 경로 분석

연구 현황

논문 수
404
총 인용 수
7,317
최근 5년 논문
67
주요 분야
컴퓨터과학

연구 성과 추이

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

5개년 연도별 논문 게재 수
67총합
2022
2023
2024
2025
2026
5개년 연도별 피인용 수
508총합
20222023202420252026

주요 논문

15
1
논문|인용수 361·2003
Rewiring MAP Kinase Pathways Using Alternative Scaffold Assembly Mechanisms
Sanghyun Park, Ali Zarrinpar, Wendell A. Lim
SJR Q1Science

How scaffold proteins control information flow in signaling pathways is poorly understood: Do they simply tether components, or do they precisely orient and activate them? We found that the yeast mitogen-activated protein (MAP) kinase scaffold Ste5 is tolerant to major stereochemical perturbations; heterologous protein interactions could functionally replace native kinase recruitment interactions, indicating that simple tethering is largely sufficient for scaffold-mediated signaling. Moreover, b

Molecular BiologyBiochemistry, Genetics and Molecular Biology
2
논문|인용수 179·2019
Prediction of Alzheimer's disease based on deep neural network by integrating gene expression and DNA methylation dataset
Chihyun Park, Jihwan Ha, Sanghyun Park
SJR Q1Expert Systems with Applications
Molecular BiologyBiochemistry, Genetics and Molecular Biology
3
논문|인용수 125·2022
AOBERT: All-modalities-in-One BERT for multimodal sentiment analysis
Kyeong-Hun Kim, Sanghyun Park
SJR Q1Information Fusion
Artificial IntelligenceComputer Science
4
논문|인용수 117·2020
Combinatorial feature embedding based on CNN and LSTM for biomedical named entity recognition
Minsoo Cho, Jihwan Ha, Chihyun Park, Sanghyun Park
SJR Q1Journal of Biomedical Informatics
Artificial IntelligenceComputer Science
5
논문|인용수 105·2019
Determinants of Ion-Transporter Cancer Cell Death
Sanghyun Park, Seong‐Hyun Park, Ethan N. W. Howe, Ji Young Hyun, Li‐Jun Chen, Inhong Hwang, Gabriela I. Vargas‐Zúñiga, Nathalie Busschaert, Philip A. Gale, Jonathan L. Sessler, Injae Shin
SJR Q1ChemOA
EpidemiologyMedicine
6
논문|인용수 92·2007
Choosing weights for simulated tempering
Sanghyun Park, Vijay S. Pande
SJR Q2Physical Review E

Simulated tempering is a method to enhance simulations of complex systems by periodically raising and lowering the temperature. Despite its advantages, simulated tempering has been overshadowed by its parallel counterpart, replica exchange (also known as parallel tempering), due to the difficulty of weight determination in simulated tempering. Here we propose a simple and fast method to obtain near-optimal weights for simulated tempering, and demonstrate its effectiveness in a molecular dynamics

Molecular BiologyBiochemistry, Genetics and Molecular Biology
7
논문|인용수 91·2001
Segment-based approach for subsequence searches in sequence databases
Sanghyun Park, Sang‐Wook Kim, Wesley W. Chu

Article Share on Segment-based approach for subsequence searches in sequence databases Authors: Sanghyun Park Department of Computer Science, University of California, Los, Angeles, Los Angeles, CA Department of Computer Science, University of California, Los, Angeles, Los Angeles, CAView Profile , Sang-Wook Kim Department of Computer, Information, and Communications Engineering, Kangwon National University, Korea Department of Computer, Information, and Communications Engineering, Kangwon Natio

Signal ProcessingComputer Science
8
논문|인용수 84·2019
IMIPMF: Inferring miRNA-disease interactions using probabilistic matrix factorization
Jihwan Ha, Chihyun Park, Chanyoung Park, Sanghyun Park
SJR Q1Journal of Biomedical Informatics
Cancer ResearchBiochemistry, Genetics and Molecular Biology
9
논문|인용수 82·2003
Reaction paths based on mean first-passage times
Sanghyun Park, Melih Şener, Deyu Lu, Klaus Schulten
SJR Q1The Journal of Chemical PhysicsOA

Finding representative reaction pathways is important for understanding the mechanism of molecular processes. We propose a new approach for constructing reaction paths based on mean first-passage times. This approach incorporates information about all possible reaction events as well as the effect of temperature. As an application of this method, we study representative pathways of excitation migration in a photosynthetic light-harvesting complex, photosystem I. The paths thus computed provide a

Molecular BiologyBiochemistry, Genetics and Molecular Biology
10
논문|인용수 76·2020
AGCN: Attention-based graph convolutional networks for drug-drug interaction extraction
Chanhee Park, Jinuk Park, Sanghyun Park
SJR Q1Expert Systems with Applications
Molecular BiologyBiochemistry, Genetics and Molecular Biology
11
논문|인용수 74·2021
Understanding of Physical Activity in Social Ecological Perspective: Application of Multilevel Model
Yoongu Lee, Sanghyun Park
SJR Q2Frontiers in PsychologyOA

In the social ecological model, personal characteristics are important determinants of health behaviors, however, multi-dimensional approaches that consider social and physical environments must be utilized to gain a broader picture. Accordingly, this study examines the effects of personal, social, and physical environment variables as factors affecting levels of physical activity (METs). Our findings are based on 72,916 responses from the 2015 Community Health Survey in South Korea. Individual

Applied PsychologyPsychology
12
논문|인용수 73·2018
Subcellular Hsp70 Inhibitors Promote Cancer Cell Death via Different Mechanisms
Sanghyun Park, Kyunghwa Baek, In-Su Shin, Injae Shin, Injae Shin, Injae Shin
SJR Q1Cell chemical biologyOA
Molecular BiologyBiochemistry, Genetics and Molecular Biology
13
논문|인용수 66·2015
Protein localization vector propagation: a method for improving the accuracy of drug repositioning
Yunku Yeu, Youngmi Yoon, Sanghyun Park
Molecular BioSystems

Identifying alternative indications for known drugs is important for the pharmaceutical industry. Many computational methods have been proposed for predicting unknown associations between drugs and target proteins associated with diseases. To produce better prediction, researchers should not only develop accurate algorithms but identify good features that reflect intracellular systems. In this paper, we proposed a novel method for exploiting protein localization. We generated localization vector

Computational Theory and MathematicsComputer Science
14
논문|인용수 63·2000
Genetic selection for dissociative inhibitors of designated protein–protein interactions
Sanghyun Park, Ronald T. Raines
SJR Q1Nature BiotechnologyOA
VirologyImmunology and Microbiology
15
논문|인용수 56·2006
Validation of Markov state models using Shannon’s entropy
Sanghyun Park, Vijay S. Pande
SJR Q1The Journal of Chemical Physics

Markov state models are kinetic models built from the dynamics of molecular simulation trajectories by grouping similar configurations into states and examining the transition probabilities between states. Here we present a procedure for validating the underlying Markov assumption in Markov state models based on information theory using Shannon's entropy. This entropy method is applied to a simple system and is compared with the previous eigenvalue method. The entropy method also provides a way

SpectroscopyChemistry

대표 연구 분야

Molecular BiologyComputer Networks and CommunicationsSignal ProcessingArtificial IntelligenceInformation SystemsSociology and Political Science

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