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2023-08:
26 임성수 Identification of core genes and pathways in melanoma metastasis via bioinformatics analysis     J.Club

2022-06:
11 부은경 Identification of genetic risk loci and prioritization of genes and pathways for myasthenia gravis: a genome-wide association study     J.Club

2022-05:
28 조민아 A systems genomics approach to uncover patient-specific pathogenic pathways and proteins in ulcerative colitis     J.Club

2021-08:
07 임영균 Pathogenic missense protein variants affect different functional pathways and proteomic features than healthy population variants     J.Club

2021-05:
03 최선 cancer subtype classification and modeling by pathway attention and propagation  MAInfo

2020-07:
11 윤선민 De novo variants in exomes of congenital heart disease patients identify risk genes and pathways     J.Club

2019-12:
02 김주연 Pathway-based analysis for cSAGs of Parkinson’s disease  BioEMR
21 유경훈 Towards precision medicine: interrogating the human genome to identify drug pathways associated with potentially functional, population-differentiated polymorphisms     J.Club
23 김주연 Examination of Parkinson’s disease cSAG deleteriousness using GVB score and pathway analysis  SysBiol

2019-11:
25 유경훈 Towards precision medicine: interrogating the human genome to identify drug pathways associated with potentially functional, population-differentiated polymorphisms  SysBiol

2019-06:
13 유승원 discussion : application of drug score, pathway score to 6MP analysis  MAInfo
15 김기태 Conditional and interaction gene-set analysis reveals novel functional pathways for blood pressure     J.Club

2019-03:
30 김기태 Pathway Based Analysis of Mutation Data Is Efficient for Scoring Target Cancer Drugs     J.Club

2019-01:
26 김기태 Efficiient Parameter Estimation Enables the Prediction of Drug Response Using a Mechanistic Pan-Cancer Pathway Model     J.Club

2018-12:
15 이정훈 Pathway-Based Drug Repositioning for Cancers: Computational Prediction and Experimental Validation     J.Club

2018-11:
24 김기태 Pathway-structured predictive modeling for multi-level drug response in multiple myeloma     J.Club

2018-08:
11 유승원 In silico Pathway Activation Network Decomposition Analysis (iPANDA) as a method for biomarker development     J.Club

2018-05:
28 유승원 introduction : A pathway-centric approach to rare variant association analysis  MAInfo

2018-01:
11 김주연 Pathway annotation of genes synthetically associated to GWAS PGx variants  SysBiol
31 김주연 Pathway enrichment analysis for FDA and GWAS PGx variants  SysBiol

2017-09:
27 김기태 Analysis with pathway score in 999 Depressive patients  TopicSem

2017-07:
24 김기태  Pathway score for survival analysis in HNSC   TopicSem

2017-06:
19 김기태 Survival analysis in HNSC with metabolism pathway - Interpretation of the result  TopicSem

2017-05:
13 김기태 Pathway-Structured Predictive Model for Cancer Survival Prediction: A Two-Stage Approach     J.Club
17 김기태 Survival analysis with pathway score in metabolism pathways  TopicSem

2017-04:
10 김기태 Pathway score based on the gene damaging score  TopicSem
22 윤선민 SPATIAL: A System-level PAThway Impact AnaLysis approach     J.Club

2017-03:
06 김기태 Pathway score based on the gene damaging score  TopicSem

2017-02:
25 김기태 Pathway-based gene signatures predicting clinical outcome of lung adenocarcinoma     J.Club

2017-01:
02 박지혜 The Use of Gene Ontology Term and KEGG Pathway Enrichment for Analysis of Drug Half Life  SysBiol
02 박지혜 The Use of Gene Ontology Term and KEGG Pathway Enrichment for Analysis of Drug Half Life  SysBiol
11 김기태 Pathway damaging score based on the gene score in the Head and Neck squamous cell carcinomas   TopicSem
11 김기태 [Review]Pathway based gene signature predicting clinical outcome in cancer  MAInfo
11 김기태 [Review]Pathway based gene signature predicting clinical outcome in cancer  MAInfo

2016-12:
07 김기태 Pathway damaging score based on the gene score in the Head and Neck squamous cell carcinomas   TopicSem
30 김기태 Pathway damaging score based on the gene score in the Head and Neck squamous cell carcinomas   Seminar
30 홍주영 Modeling and Usage of PharmacoGene Pathway Database(PG-path)  Seminar

2016-11:
07 홍주영 Human BioPathway Databases  SysBiol
12 윤선민 A pathway-centric approach to rare variant association analysis     J.Club

2016-10:
19 홍주영 Standard Format of Bio-Pathway Information  BioEMR
31 김주연 Human BioPathway Databases  SysBiol

2016-08:
10 김기태 [review]Personalized pathway enrichment map   MAInfo
27 김기태 Identifying overlapping mutated driver pathways by constructing gene networks in cancer.     J.Club
29 윤선민 Drug-induced pathways based on CMAP   xMutant

2016-07:
02 김기태 An integrative somatic mutation analysis to identify pathways linked with survival outcomes across 19 cancer types     J.Club
04 윤선민 Drug-induced pathways based on CMAP  xMutant

2016-06:
27 윤선민 The complementary interpretations between two pathway groups   TopicSem

2016-05:
11 서희원 Busulfan induced hepatotoxicity associated genes in Busulfan pathway  TopicSem

2016-04:
30 박지연 A network-based analysis of colon cancer splicing changes reveals a tumorigenesis-favoring regulatory pathway emanating from ELK1     J.Club

2015-12:
05 박지연 RNA-Seq of Tumor-Educated Platelets Enables Blood-Based Pan-Cancer, Multiclass, and Molecular Pathway Cancer Diagnostics     J.Club
23 서희원 Ritodrine meta-pathway and sub-pathway scores.  TopicSem

2015-10:
07 윤선민 The complementary interpretations between two pathway groups  TopicSem

2015-06:
13 김기태 Somatic mutations in arachidonic acid metabolism pathway genes enhance oral cancer post-treatment disease-free survival      J.Club
17 김기태 Functional pathway based approach for identifying the cancer prognostic signature  TopicSem

2015-04:
08 윤선민 The results of pathway analysis using protein domain   TopicSem
24 김기태 Pathway enrichment analysis using the Reactome Functional interaction module of Cytoscape  xMutant

2015-01:
24 임영균 Pan-cancer network analysis identifies combinations of rare somatic mutations across pathways and protein complex      J.Club

2014-11:
12 김기태 Relationship of Major Wnt pathway genes and 15 nmLoF genes in the SQCCs  TopicSem

2014-10:
16 윤선민 KEGG Pathway data download using rest API  xMutant

2014-09:
26 김기태 Dys-regulation of the Wnt pathway in the SQCCs   xMutant
29 김기태 Dys-regulation of the Wnt pathway in the squamous cell carcinoma  TopicSem

2014-07:
26 김기태 ISMB review : Simultaneously identification of multiple driver pathways in cancer  J.Club
30 김기태 Dysregulation of Wnt pathway in the HNSC and LUSC   TopicSem

2014-06:
18 김기태 Survival analysis and Validation of the Mutated Wnt pathway genes in the SQCCs  TopicSem
19 김기태 Survival analysis and Validation of the Mutated Wnt pathway genes in the SQCCs  xMutant
28 이계화 Prioritizing Diesase-Linked Variants, Genes, and Pathways with an Integrative Whole-Genome Analysis Pipeline     J.Club

2014-01:
25 백수연 A Structure-Based Approach for Mapping Adverse Drug Reactions to the Perturbation of Underlying Biological Pathways     J.Club

2013-11:
16 이수연S Pathway analysis of genome-wide data improves warfarin dose prediction     J.Club

2013-09:
07 김기태 DrGaP: A Powerful Tool for Identifying Driver Genes and Pathways in Cancer Sequencing Studies     J.Club

2013-07:
11 박이영 Algorithms for finding mutated driver pathways   MAInfo

2013-06:
08 서명의 Mutations in NMNAT1 cause Leber congenital amaurosis and identify a new disease pathway for retinal degeneration     J.Club

2013-05:
11 서희원 Comprehensive genomic characterization defines human glioblastoma genes and core pathways     J.Club

2013-04:
20 서희원 Personalized Pathway Enrichment Map of Putative Cancer Genes from Next Generation Sequencing Data     J.Club

2013-03:
25 백수연 MedCassandra - validation result of drug rank using PPI and pathway information  TopicSem

2013-01:
15 임재현 network based pathway analysis for COPD data  MAInfo
15 임재현 network based pathway analysis for COPD data  MAInfo

2012-12:
08 강병희 Integration of External signaling Pathways with the Core Transctriptional Network in Embryonic Stem Cells  J.Club

2012-11:
03 김도균 PARADIGM-SHIFT predicts the function of mutations in multiple cancers using pathway impact analysis     J.Club

2012-08:
18 윤준희 Identifying aberrant pathways through integrated analysis of knowledge in pharmacogenomics     J.Club

2012-07:
21 정제균 Personalized Pathway Enrichment Map of Putative Cancer Genes from Next Generation Sequencing Data     J.Club
31 Intern A comprehensive network and pathway analysis of candidate genes in major depressive disorder  Seminar

2012-06:
23 김도균 A Mathematical Methodology for Determining the Temporal Order of Pathway Alterations Arising during Gliomagenesis     J.Club

2012-05:
15 김경화 Functional modularity prediction of pathway-based analysis      xMutant
25 서희원 Loss of function geneset analysis of personal genome using pathway-disease similarity   Seminar

2012-04:
18 서희원 Loss of Function Gene-set Analysis Of Personal Genome Using Pathway-Disease Similarity.  TopicSem

2012-03:
28 김경화 Core pathways in ovarian carcinomas driven by somatic mutations     MAInfo

2012-01:
07 김도균 Integrative network analysis to identify aberrant pathway networks in ovarian cancer     J.Club

2011-11:
03 윤준희 Pharmacokinetic/Pharmacodynamic pathway mapping strategy  xMutant
07 나영지 Discovery of relationships between diseases and pathways from detected variants in next-generation sequencing data  TopicSem
16 서희원 Gene-set wise approach using KEGG pathway.     SysBiol

2011-09:
19 나영지 Discovery and classification of pathways perturbed in disease state based on gene set approach using whole genome sequencing data  TopicSem
24 윤선민 The implications of relationships between human diseases and metabolic subpathways     J.Club

2011-08:
24 박유랑 Pathway Analysis, Gene Ontology Analysis and Biological Text Mining   TopicSem

2011-07:
05 한현욱 Integration of functional effect of sequence variations on models of pathways  MAInfo

2011-06:
13 나영지 Identification of disease-specific pathways applying gene set enrichment analysis to variants from next-generation sequencing data  TopicSem
28 한현욱 From SNPs to pathway  MAInfo

2011-05:
11 윤선민 The expanded research concept for comparison of Metabolic pathways and Non-metabolic pathways  TopicSem

2011-04:
02 정희준 PathLocdb: a comprehensive database for the subcellular localization of metabolic pathways and its application to multiple localization analysis     J.Club
25 윤선민 Analysis to show the difference between metabolic and non-metabolic pathways  TopicSem

2011-03:
02 윤선민 Pathway Analysis by properties of networks   TopicSem
12 송영수 Cancer Therapy Design Based on Pathway Logic     J.Club
12 윤선민 A sub-pathway-based approach for identifying drug response principal network     J.Club
23 윤선민 Data analysis and relation of PPI and DDI among KEGG pathways  TopicSem

2011-01:
17 윤선민 Domain-Domain interactions in KEGG pathways  TopicSem

2010-12:
11 정희준 Mutated genes, pathways and processes in tumours     J.Club
15 정희준 Interpretation of high-throughput genomic data using integrated biological pathway resources and biomedical knowledge  TopicSem

2010-11:
03 정희준 MetaPath: a pathway extension from gene lists using literature  TopicSem
13 윤선민 FMM: a web server for metabolic pathway reconstruction and comparative analysis.     J.Club
24 윤선민 Pathway analysis of member genes for functional annotation  TopicSem

2010-10:
30 김도균 An integrative mutidimensional genetic and epigenetic strategy to identify aberrant genes and pathways in cancer     J.Club

2010-09:
25 윤선민 Extending pathways based on gene lists using InterPro domain signatures     J.Club

2010-08:
16 정희준 purpose of each search method in pathway tools  Seminar
19 윤선민 Study Pathways based on protein structural information.  TopicSem
28 정희준 PathText: a text mining integrator for biological pathway visualizations     J.Club

2010-07:
19 한현욱 Analysis of pathway tools with search method  Seminar
24 변상재 Pandora, a PAthway and Network DiscOveRy Approach based on common biological evidence     J.Club
29 정희준 MetaPath: an integrated pathway database enable to search biomedical context  TopicSem
31 박찬희 Uniformly curated signaling pathways reveal tissue-specific cross-talks and support drug target discovery     J.Club

2010-06:
07 정희준 Parsing pathway data: syntactic integration  Seminar
12 변상재 Fault Tolerance in Protein Interaction Networks: Stable Bipartite Subgraphs and Redundant Pathways     J.Club

2010-05:
29 정희준 A Pathway-Based View of Human Diseases and Disease Relationships     J.Club

2010-04:
01 조용래 Pathway Structure comparison(KGML, BioPAX, Reactome, PID)  SysBiol
05 윤선민 Comparison of Pathway Structure and Review of INOH and NCI PID  Seminar
07 조용래 Pathway Structure Comprasion(Addition of SBML, BioCarta and WikiPathway)  Seminar
08 한현욱 PathwayStuio Review  SysBiol
08 조용래 Pathway Structure comparison(KGML, BioPAX, Reactome, PID, SBML)  SysBiol
15 한현욱 Requriement Analysis of Pathway Systems_revision  SysBiol
17 윤선민 NeAT: a toolbox for the analysis of biological networks, clusters, classes and pathways     J.Club
17 정희준 HPD: an online integrated human pathway database enabling systems biology studies     J.Club
17 한현욱 Requriement Analysis of Pathway Systems_revision II  SysBiol
19 정희준 Define AXP pathways and integrated methods  Seminar
19 조용래 HPD: an online integrated human pathway database enabling systems biology studies  SysBiol
22 조용래 How to consist of entries extracted from pathway DBs.  SysBiol
29 한현욱 OMIM gene pathway interaction  SysBiol

2010-03:
06 정희준 PID: the Pathway Interaction Database     J.Club
11 조용래 Pathway Models Review  SysBiol
12 조용래 Pathway Models Review  SysBiol
15 정희준 Pathway classification and pathway model  Seminar
18 조용래 Pathway Structure Comparison  SysBiol
21 조용래 Pathway Structure comparison(KGML, BioPAX, Reactome)  SysBiol
22 윤선민 Pathway databases Research  Seminar
25 조용래 Pathway Structure comparison(KGML, BioPAX, Reactome)  SysBiol
25 윤선민 INTERACTION PATHWAY DATABASE  SysBiol
25 한현욱 Visualizing biological pathways  SysBiol
29 조용래 Pathway Structure Comparison  Seminar

2010-01:
04 윤선민 trends in biolpgical pathway-based in analysis  Seminar
30 정희준 PathCase: pathways database system  J.Club

2009-12:
21 정희준 Comparison between biological pathway database  Seminar
28 정희준 Biological pathway-based analysis  Seminar
30 정희준 MetaPath: a meta-database for public biological pathway database  Seminar
30 윤선민 Trends in Biological Pathway-based Analysis  Seminar

2009-11:
30 정희준 Netwrok biology and pathway team  Seminar

2009-10:
24 정희준 KEGGconverter: a tool for the in-silico modelling of metabolic networks of the KEGG Pathways database     J.Club

2009-07:
02 정희준 MetaPath: a meta-model for integaration of standard biological pathway format  Seminar

2009-06:
01 정희준 MetaPath: an implementation of meta-database for biological pathway  Seminar

2009-05:
20 이수연S Microarrays - Analysis of Signaling Pathways  BookReading
20 박찬희 Microarrays - Analysis of Signaling Pathways  BookReading

2009-04:
09 정희준 CelMAP: progress - pathway case study(3)  Seminar
27 정희준 Case study: modify original pathway using protein subcellular prediction algorithm  Seminar

2009-03:
28 정희준 PathExpress: a web-based tool to identify relevant pathways in gene expression data       J.Club

2009-01:
22 정희준 CelMAP: progress - map on pathway  Seminar

2008-11:
08 정희준 A global pathway crosstalk network     J.Club
24 정희준 CellMAP: an integrated pathways map using cellular location  Seminar
24 조성범 Pathway-based classification analysis of breast cancer microarray data  Seminar
29 변상재 An ontology-driven semantic mashup of gene and biological pathway     J.Club

2008-10:
04 김도균 Organization and integration of biomedical knowledge with concept maps for key peroxisomal pathways     J.Club

2008-09:
18 조성범 Comparison of informative pathways  Seminar
27 정희준 Reconstructing networks of pathways via significance analysis of their intersections.       J.Club

2008-05:
03 이수연 Computational analysis of biological functions and pathways     J.Club
09 조성범 Optimization of SVM in pathway-based classification  Seminar

2008-04:
05 정희준 SPIKE - a databse, visulization and analysis tool of cellular signaling pathways     J.Club
07 정희준 Update Pathway DB and review protein subcellular localization  Seminar
21 정희준 CelMap: an integrated knowledge map using biological pathways and subcellular location  Seminar

2008-02:
02 김지훈 PathExpress: a web-based tool to identify relevant pathways in gene expression data     J.Club
15 정희준 pathway database update  Seminar
16 정희준 KEGGanim: pathway animations for high-throughput data     J.Club
29 정희준 Pathway update  Seminar

2008-01:
18 정희준 update pathway database  Seminar

2007-12:
28 조성범 Pathway classification analysis using BoostKDBC  Seminar
28 정희준 CeLMAP: integrated pathways map using cellular location information  Seminar

2007-10:
13 김민구 A systems biology approach for pathway level analysis     J.Club

2007-09:
07 조성범 BoostKBC with pathway infomation III  Seminar

2007-08:
03 조성범 BoostKBC with pathway infomation  Seminar
22 조성범 BoostKBC with pathway infomation II  Seminar

2007-04:
13 조성범 Pathway based classification  Seminar

2007-01:
17 김지훈 semantic similarity between concepts in lattice with human pathways  Seminar

2006-12:
02 조성범 Group testing for pathway analysis improves comparability of different microarray datasets     J.Club
06 김지훈 semantic similarity between concepts in lattice with pathways  Seminar
27 김지훈 semantic similarity between concepts in lattice with pathways II  Seminar
29 정희준 integration of pathway and GO  Seminar

2006-10:
20 정희준 Pathway map  Seminar

2006-09:
25 우정훈 Inferring Causal Association among Pathways (ICAP) by ‘Genetical Genomics’ approach  Seminar
30 김지훈 Assessing semantic similarity measures for the characterization of human regulatory pathways [Semantic distance]      J.Club

2006-07:
08 온정헌 A Systems Approach to Mapping DNA Damage Response Pathways [DNA damage response pathway]      J.Club

2006-06:
05 정희준 Review pathway systems  Seminar
24 정태수 Reconstructing the pathways of a cellular system from genome-scale signals by using matrix and tensor computations [pathway, EVD]      J.Club

2006-05:
04 정태수 [PathTalk] Geodesic distance in pathway graph [PathTalk] SysBiol
12 조성범 Mantel test with pathway gene set II  MAInfo
13 나영지 Oncogenic pathway signatures in human cancers as a guide to targeted therapies       J.Club
18 정희준 CellMap for pathway [pathway map, integration of GO and pathway] SysBiol
20 정태수 Pathway recognition and augmentation by computational analysis of microarray expression data [PathPlus]      J.Club

2006-04:
06 정희준 Pathway mapping  SysBiol
10 정희준 Cell graph for pathways & (패스웨이 입력현황)  Seminar
26 조성범 Mantel test with pathway gene set  xMutant

2006-03:
03 정태수 Visualization and evaluation of structural relationship between gene clusters and biological pathways [PathTalk] SysBiol
25 정희준 WholePathwayScope: a comprehensive pathway-based analysis tool for high-throughput data       J.Club
30 정태수 Geodesic distance in pathway graph  SysBiol

2006-02:
03 정태수 PathTalk: Visualization and evaluation of structural relationship between gene clusters and biological pathways [PathTalk] SysBiol

2006-01:
10 정희준 PathMeSH: gene-centric pathway view  xMutant
13 정태수 PathTalk: diameters of gene sets on topological structure of pathways [PathTalk] SysBiol

2005-12:
13 정희준 Association between disease and pathway  xMutant
23 정태수 PathTalk: Visualization and evaluation of structural relationship between gene clusters and biological pathways [PathTalk] SysBiol
23 정희준 ArrayXPathIII: localize KEGG pathways using KEGG API  SysBiol

2005-11:
09 조성범 Pathway-based microarray analysis; results with different data sets  MAInfo
28 정태수 PathTalk -- where to go with our pathway databases? [PathTalk] Seminar

2005-10:
08 온정헌 Validation and refinement of gene-regulatory pathways on a network of physical interactions     J.Club
19 조성범 Microarray analysis with multple pathways  MAInfo

2005-09:
16 박찬희 GRIP Pathway Mapping  SysBiol
30 정희준 Idea of pathway merge  SysBiol

2005-08:
20 정태수 Alignment of metabolic pathways       J.Club

2005-07:
04 조성범 Identification of Pathways related to the Clinical Outcome of the Microarray data using Global Test [AppGen] Seminar
13 조성범 Pathway based tumor classification  MAInfo
26 조성범 Identification of Pathways related to Pathologic Status in Lung cancer using Global Test  xMutant

2005-06:
03 정태수 Learning Model for pathway extension  SysBiol
28 조성범 Identification of Pathways related to the lymph node metastasis in lung cancer using Global test  xMutant

2005-05:
03 조성범 Identification of Pathway related to the Clinical Outcome within Microarray data using Global Test  xMutant
09 정태수 PathPlus - not a single pathway but also topology of pathways [SysBiol] Seminar
28 정희준 GeneWays: a system for extracting, analyzing, visualizing,and integrating molecular pathway data       J.Club
31 조성범 Identification of pathways related to the pathologic status of squamous cell carcinoma of uterine cervix using global test  xMutant

2004-12:
09 한미령 VitaPad: Visualization Tools for the Analysis of Pathway Data  SysBiol

2004-11:
25 한미령 Searching pathway databases  SysBiol

2004-10:
06 정태수 Microarray expression data reflect the pathway knowledge  MAInfo
11 정희준 PathMesh: database of pathway and drug related disease  Seminar
21 한미령 Possibility of systematic Multiple-pathways  SysBiol
25 정태수 Prediction performance of pathway and its network characters [PathPlus] Seminar

2004-09:
01 정태수 [PathPlus] Performance index of prediction for pathway  MAInfo

2004-08:
24 김기원 PathPlus: extending a pathway using expression profiles based on the known knowledge about the pathway [DataAnalysis] Seminar

2004-07:
13 정태수 Prediction model for pathway extension using high throughput biological data [DataAnalysis] Seminar

2004-06:
26 정희준 TRMP: A Dataqbase of Therapeutically Relevant Multiple-Pathways       J.Club
29 정희준 Database of Association between disease and pathway [Grip] Seminar

2004-05:
12 정태수 Plan to extend human pathway  MAInfo
25 정태수 Evaluation methods for pathway prediction model [Xperanto] Seminar

2004-04:
17 정태수 Discovering molecular pathways from protein interaction and gene expression data [segal]      J.Club

2004-03:
10 정태수 Extraction and validation of pathway structure from Yeast genome society  MAInfo
17 김기원 Pathway Extension through genome society information  MAInfo
23 unknown Estimating hidden structure in biochemical pathways through microarray data set [DataAnalysis] Seminar

2003-12:
27 윤혜성 Deriving phylogenetic trees from the similarity analysis of metabolic pathways       J.Club

2003-11:
22 정희준 PathMAPA: a tool for displaying gene expression and performing statistical tests on metabolic pathways at multiple levels for Arabidopsis       J.Club
29 김민구 Genome-wide pathway analysis and visualization using gene expression data       J.Club

2003-10:
04 정희준 Pathways database system: an integrated system for biological pathways       J.Club
27 홍승권 Critical Pathway 　  BioEMR
28 unknown Critical Pathways [ClinInfo] Seminar

2003-08:
09 정태수 Subnetwork hierarchies of biochemical pathways       J.Club
23 김민구 Meta-Analysis of Microarrays: Interstudy Validation of Gene Expression Profiles Reveals Pathway Dysregulation in Prostate Cancer       J.Club

2003-03:
18 윤혜성 An Overview of Data Models for the Analysis of Biochemical Pathways  Seminar

2002-09:
12 김지훈 A motif-based profile scanning approach for genome-wide prediction of signaling pathways       J.Club

2002-05:
09 윤혜성 XML documentation of biopathways and their simulations in Genomic Object Net       J.Club

-:
Pathway-based analysis for cSAGs of Parkinson’s disease  BioEMR

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