{"id":"https://openalex.org/W3154646048","doi":"https://doi.org/10.1093/bib/bbab080","title":"NIDM: network impulsive dynamics on multiplex biological network for disease-gene prediction","display_name":"NIDM: network impulsive dynamics on multiplex biological network for disease-gene prediction","publication_year":2021,"publication_date":"2021-02-22","ids":{"openalex":"https://openalex.org/W3154646048","doi":"https://doi.org/10.1093/bib/bbab080","mag":"3154646048","pmid":"https://pubmed.ncbi.nlm.nih.gov/33866352"},"language":"en","primary_location":{"id":"doi:10.1093/bib/bbab080","is_oa":false,"landing_page_url":"https://doi.org/10.1093/bib/bbab080","pdf_url":null,"source":{"id":"https://openalex.org/S91767247","display_name":"Briefings in Bioinformatics","issn_l":"1467-5463","issn":["1467-5463","1477-4054"],"is_oa":false,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310311648","host_organization_name":"Oxford University Press","host_organization_lineage":["https://openalex.org/P4310311648","https://openalex.org/P4310311647"],"host_organization_lineage_names":["Oxford University Press","University of Oxford"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Briefings in Bioinformatics","raw_type":"journal-article"},"type":"article","indexed_in":["crossref","doaj","pubmed"],"open_access":{"is_oa":false,"oa_status":"closed","oa_url":null,"any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5046328933","display_name":"Ju Xiang","orcid":"https://orcid.org/0000-0002-3045-5706"},"institutions":[{"id":"https://openalex.org/I139660479","display_name":"Central South University","ror":"https://ror.org/00f1zfq44","country_code":"CN","type":"education","lineage":["https://openalex.org/I139660479"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Ju Xiang","raw_affiliation_strings":["School of Computer Science and Engineering, Central South University, Human, China"],"raw_orcid":"https://orcid.org/0000-0002-3045-5706","affiliations":[{"raw_affiliation_string":"School of Computer Science and Engineering, Central South University, Human, China","institution_ids":["https://openalex.org/I139660479"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5019408916","display_name":"Jiashuai Zhang","orcid":"https://orcid.org/0000-0001-8953-8963"},"institutions":[{"id":"https://openalex.org/I139660479","display_name":"Central South University","ror":"https://ror.org/00f1zfq44","country_code":"CN","type":"education","lineage":["https://openalex.org/I139660479"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Jiashuai Zhang","raw_affiliation_strings":["School of Computer Science and Engineering, Central South University, Human, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Computer Science and Engineering, Central South University, Human, China","institution_ids":["https://openalex.org/I139660479"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5044328870","display_name":"Ruiqing Zheng","orcid":"https://orcid.org/0000-0001-6372-6798"},"institutions":[{"id":"https://openalex.org/I139660479","display_name":"Central South University","ror":"https://ror.org/00f1zfq44","country_code":"CN","type":"education","lineage":["https://openalex.org/I139660479"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Ruiqing Zheng","raw_affiliation_strings":["School of Computer Science and Engineering, Central South University, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Computer Science and Engineering, Central South University, China","institution_ids":["https://openalex.org/I139660479"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100687807","display_name":"Xingyi Li","orcid":"https://orcid.org/0000-0002-6004-4174"},"institutions":[{"id":"https://openalex.org/I139660479","display_name":"Central South University","ror":"https://ror.org/00f1zfq44","country_code":"CN","type":"education","lineage":["https://openalex.org/I139660479"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Xingyi Li","raw_affiliation_strings":["School of Computer Science and Engineering, Central South University, Changsha, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Computer Science and Engineering, Central South University, Changsha, China","institution_ids":["https://openalex.org/I139660479"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5100719013","display_name":"Min Li","orcid":"https://orcid.org/0000-0002-0188-1394"},"institutions":[{"id":"https://openalex.org/I139660479","display_name":"Central South University","ror":"https://ror.org/00f1zfq44","country_code":"CN","type":"education","lineage":["https://openalex.org/I139660479"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Min Li","raw_affiliation_strings":["School of Computer Science and Engineering, Central South University, Changsha, China"],"raw_orcid":"https://orcid.org/0000-0002-0188-1394","affiliations":[{"raw_affiliation_string":"School of Computer Science and Engineering, Central South University, Changsha, China","institution_ids":["https://openalex.org/I139660479"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":5,"corresponding_author_ids":["https://openalex.org/A5100719013"],"corresponding_institution_ids":["https://openalex.org/I139660479"],"apc_list":{"value":4011,"currency":"USD","value_usd":4011},"apc_paid":null,"fwci":1.9539,"has_fulltext":false,"cited_by_count":38,"citation_normalized_percentile":{"value":0.86713913,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":95,"max":100},"biblio":{"volume":"22","issue":"5","first_page":null,"last_page":null},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10887","display_name":"Bioinformatics and Genomic Networks","score":0.9994999766349792,"subfield":{"id":"https://openalex.org/subfields/1312","display_name":"Molecular Biology"},"field":{"id":"https://openalex.org/fields/13","display_name":"Biochemistry, Genetics and Molecular Biology"},"domain":{"id":"https://openalex.org/domains/1","display_name":"Life Sciences"}},"topics":[{"id":"https://openalex.org/T10887","display_name":"Bioinformatics and Genomic Networks","score":0.9994999766349792,"subfield":{"id":"https://openalex.org/subfields/1312","display_name":"Molecular Biology"},"field":{"id":"https://openalex.org/fields/13","display_name":"Biochemistry, Genetics and Molecular Biology"},"domain":{"id":"https://openalex.org/domains/1","display_name":"Life Sciences"}},{"id":"https://openalex.org/T10621","display_name":"Gene Regulatory Network Analysis","score":0.998199999332428,"subfield":{"id":"https://openalex.org/subfields/1312","display_name":"Molecular Biology"},"field":{"id":"https://openalex.org/fields/13","display_name":"Biochemistry, Genetics and Molecular Biology"},"domain":{"id":"https://openalex.org/domains/1","display_name":"Life Sciences"}},{"id":"https://openalex.org/T10932","display_name":"Microbial Metabolic Engineering and Bioproduction","score":0.9693999886512756,"subfield":{"id":"https://openalex.org/subfields/1312","display_name":"Molecular Biology"},"field":{"id":"https://openalex.org/fields/13","display_name":"Biochemistry, Genetics and Molecular Biology"},"domain":{"id":"https://openalex.org/domains/1","display_name":"Life Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/biological-network","display_name":"Biological network","score":0.7517579793930054},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6123784780502319},{"id":"https://openalex.org/keywords/gene-regulatory-network","display_name":"Gene regulatory network","score":0.6049720048904419},{"id":"https://openalex.org/keywords/multiplex","display_name":"Multiplex","score":0.5546325445175171},{"id":"https://openalex.org/keywords/computational-biology","display_name":"Computational biology","score":0.4750654399394989},{"id":"https://openalex.org/keywords/gene","display_name":"Gene","score":0.4402424693107605},{"id":"https://openalex.org/keywords/biology","display_name":"Biology","score":0.2839857339859009},{"id":"https://openalex.org/keywords/bioinformatics","display_name":"Bioinformatics","score":0.2815186381340027},{"id":"https://openalex.org/keywords/genetics","display_name":"Genetics","score":0.1641857624053955},{"id":"https://openalex.org/keywords/gene-expression","display_name":"Gene expression","score":0.07053804397583008}],"concepts":[{"id":"https://openalex.org/C28225019","wikidata":"https://www.wikidata.org/wiki/Q4915005","display_name":"Biological network","level":2,"score":0.7517579793930054},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6123784780502319},{"id":"https://openalex.org/C67339327","wikidata":"https://www.wikidata.org/wiki/Q1502576","display_name":"Gene regulatory network","level":4,"score":0.6049720048904419},{"id":"https://openalex.org/C2781188995","wikidata":"https://www.wikidata.org/wiki/Q6934982","display_name":"Multiplex","level":2,"score":0.5546325445175171},{"id":"https://openalex.org/C70721500","wikidata":"https://www.wikidata.org/wiki/Q177005","display_name":"Computational biology","level":1,"score":0.4750654399394989},{"id":"https://openalex.org/C104317684","wikidata":"https://www.wikidata.org/wiki/Q7187","display_name":"Gene","level":2,"score":0.4402424693107605},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.2839857339859009},{"id":"https://openalex.org/C60644358","wikidata":"https://www.wikidata.org/wiki/Q128570","display_name":"Bioinformatics","level":1,"score":0.2815186381340027},{"id":"https://openalex.org/C54355233","wikidata":"https://www.wikidata.org/wiki/Q7162","display_name":"Genetics","level":1,"score":0.1641857624053955},{"id":"https://openalex.org/C150194340","wikidata":"https://www.wikidata.org/wiki/Q26972","display_name":"Gene expression","level":3,"score":0.07053804397583008}],"mesh":[{"descriptor_ui":"D000465","descriptor_name":"Algorithms","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D000465","descriptor_name":"Algorithms","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D000465","descriptor_name":"Algorithms","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D006801","descriptor_name":"Humans","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D006801","descriptor_name":"Humans","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D006801","descriptor_name":"Humans","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D011506","descriptor_name":"Proteins","qualifier_ui":"Q000235","qualifier_name":"genetics","is_major_topic":false},{"descriptor_ui":"D011506","descriptor_name":"Proteins","qualifier_ui":"Q000235","qualifier_name":"genetics","is_major_topic":false},{"descriptor_ui":"D011506","descriptor_name":"Proteins","qualifier_ui":"Q000235","qualifier_name":"genetics","is_major_topic":false},{"descriptor_ui":"D011506","descriptor_name":"Proteins","qualifier_ui":"Q000378","qualifier_name":"metabolism","is_major_topic":false},{"descriptor_ui":"D011506","descriptor_name":"Proteins","qualifier_ui":"Q000378","qualifier_name":"metabolism","is_major_topic":false},{"descriptor_ui":"D011506","descriptor_name":"Proteins","qualifier_ui":"Q000378","qualifier_name":"metabolism","is_major_topic":false},{"descriptor_ui":"D015203","descriptor_name":"Reproducibility of Results","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D015203","descriptor_name":"Reproducibility of Results","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D015203","descriptor_name":"Reproducibility of Results","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D019295","descriptor_name":"Computational Biology","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":false},{"descriptor_ui":"D019295","descriptor_name":"Computational Biology","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":false},{"descriptor_ui":"D019295","descriptor_name":"Computational Biology","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":false},{"descriptor_ui":"D020022","descriptor_name":"Genetic Predisposition to Disease","qualifier_ui":"Q000235","qualifier_name":"genetics","is_major_topic":false},{"descriptor_ui":"D020022","descriptor_name":"Genetic Predisposition to Disease","qualifier_ui":"Q000235","qualifier_name":"genetics","is_major_topic":false},{"descriptor_ui":"D020022","descriptor_name":"Genetic Predisposition to Disease","qualifier_ui":"Q000235","qualifier_name":"genetics","is_major_topic":false},{"descriptor_ui":"D053263","descriptor_name":"Gene Regulatory Networks","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D053263","descriptor_name":"Gene Regulatory Networks","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D053263","descriptor_name":"Gene Regulatory Networks","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D056726","descriptor_name":"Genetic Association Studies","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":false},{"descriptor_ui":"D056726","descriptor_name":"Genetic Association Studies","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":false},{"descriptor_ui":"D056726","descriptor_name":"Genetic Association Studies","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":false},{"descriptor_ui":"D060066","descriptor_name":"Protein Interaction Maps","qualifier_ui":"Q000235","qualifier_name":"genetics","is_major_topic":false},{"descriptor_ui":"D060066","descriptor_name":"Protein Interaction Maps","qualifier_ui":"Q000235","qualifier_name":"genetics","is_major_topic":false},{"descriptor_ui":"D060066","descriptor_name":"Protein Interaction Maps","qualifier_ui":"Q000235","qualifier_name":"genetics","is_major_topic":false}],"locations_count":2,"locations":[{"id":"doi:10.1093/bib/bbab080","is_oa":false,"landing_page_url":"https://doi.org/10.1093/bib/bbab080","pdf_url":null,"source":{"id":"https://openalex.org/S91767247","display_name":"Briefings in Bioinformatics","issn_l":"1467-5463","issn":["1467-5463","1477-4054"],"is_oa":false,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310311648","host_organization_name":"Oxford University Press","host_organization_lineage":["https://openalex.org/P4310311648","https://openalex.org/P4310311647"],"host_organization_lineage_names":["Oxford University Press","University of Oxford"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Briefings in Bioinformatics","raw_type":"journal-article"},{"id":"pmid:33866352","is_oa":false,"landing_page_url":"https://pubmed.ncbi.nlm.nih.gov/33866352","pdf_url":null,"source":{"id":"https://openalex.org/S4306525036","display_name":"PubMed","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I1299303238","host_organization_name":"National Institutes of Health","host_organization_lineage":["https://openalex.org/I1299303238"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Briefings in bioinformatics","raw_type":null}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[{"id":"https://openalex.org/G1580364051","display_name":null,"funder_award_id":"kq1905045","funder_id":"https://openalex.org/F4320336634","funder_display_name":"Training Program for Excellent Young Innovators of Changsha"},{"id":"https://openalex.org/G2448280140","display_name":null,"funder_award_id":"61702054","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G8693918016","display_name":null,"funder_award_id":"kq2009093","funder_id":"https://openalex.org/F4320336634","funder_display_name":"Training Program for Excellent Young Innovators of Changsha"}],"funders":[{"id":"https://openalex.org/F4320321001","display_name":"National Natural Science Foundation of China","ror":"https://ror.org/01h0zpd94"},{"id":"https://openalex.org/F4320336634","display_name":"Training Program for Excellent Young Innovators of Changsha","ror":null}],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":132,"referenced_works":["https://openalex.org/W1533942137","https://openalex.org/W1597538863","https://openalex.org/W1606375300","https://openalex.org/W1838763289","https://openalex.org/W1975182501","https://openalex.org/W1978558026","https://openalex.org/W1985849948","https://openalex.org/W2010707723","https://openalex.org/W2025471227","https://openalex.org/W2028415754","https://openalex.org/W2038122249","https://openalex.org/W2041467022","https://openalex.org/W2043764521","https://openalex.org/W2047031939","https://openalex.org/W2050766178","https://openalex.org/W2051616601","https://openalex.org/W2056782561","https://openalex.org/W2062533676","https://openalex.org/W2064585235","https://openalex.org/W2067305633","https://openalex.org/W2067803871","https://openalex.org/W2074617510","https://openalex.org/W2078223647","https://openalex.org/W2081375228","https://openalex.org/W2086243891","https://openalex.org/W2087154532","https://openalex.org/W2090247362","https://openalex.org/W2095867585","https://openalex.org/W2097498614","https://openalex.org/W2098005762","https://openalex.org/W2099656145","https://openalex.org/W2100582962","https://openalex.org/W2100761975","https://openalex.org/W2102839669","https://openalex.org/W2104877527","https://openalex.org/W2109108939","https://openalex.org/W2109555487","https://openalex.org/W2110256992","https://openalex.org/W2112300874","https://openalex.org/W2119220491","https://openalex.org/W2122863289","https://openalex.org/W2124204060","https://openalex.org/W2124649657","https://openalex.org/W2126134883","https://openalex.org/W2126249571","https://openalex.org/W2130948051","https://openalex.org/W2131835644","https://openalex.org/W2136078375","https://openalex.org/W2140099276","https://openalex.org/W2142720308","https://openalex.org/W2146841526","https://openalex.org/W2148043260","https://openalex.org/W2150049940","https://openalex.org/W2157658519","https://openalex.org/W2162142896","https://openalex.org/W2166898290","https://openalex.org/W2171115585","https://openalex.org/W2202347610","https://openalex.org/W2258129851","https://openalex.org/W2263443238","https://openalex.org/W2288655475","https://openalex.org/W2342114889","https://openalex.org/W2343509590","https://openalex.org/W2474747771","https://openalex.org/W2506377511","https://openalex.org/W2535322499","https://openalex.org/W2537679995","https://openalex.org/W2555846310","https://openalex.org/W2556672803","https://openalex.org/W2568642260","https://openalex.org/W2577490495","https://openalex.org/W2582585762","https://openalex.org/W2624021832","https://openalex.org/W2732519854","https://openalex.org/W2737315760","https://openalex.org/W2737931000","https://openalex.org/W2750770743","https://openalex.org/W2756390185","https://openalex.org/W2764057239","https://openalex.org/W2770548163","https://openalex.org/W2782446560","https://openalex.org/W2788272939","https://openalex.org/W2792672148","https://openalex.org/W2793229021","https://openalex.org/W2890210261","https://openalex.org/W2891614933","https://openalex.org/W2892573831","https://openalex.org/W2899171214","https://openalex.org/W2899942534","https://openalex.org/W2900569176","https://openalex.org/W2901332105","https://openalex.org/W2901496107","https://openalex.org/W2901527454","https://openalex.org/W2903672323","https://openalex.org/W2912349718","https://openalex.org/W2915554882","https://openalex.org/W2916479752","https://openalex.org/W2917858269","https://openalex.org/W2921853542","https://openalex.org/W2923082472","https://openalex.org/W2934871562","https://openalex.org/W2950359634","https://openalex.org/W2951276412","https://openalex.org/W2951531839","https://openalex.org/W2955056739","https://openalex.org/W2962476296","https://openalex.org/W2987928072","https://openalex.org/W3004024032","https://openalex.org/W3005970824","https://openalex.org/W3008847215","https://openalex.org/W3024000346","https://openalex.org/W3028912875","https://openalex.org/W3037835453","https://openalex.org/W3038811628","https://openalex.org/W3093030756","https://openalex.org/W3098926151","https://openalex.org/W3099221695","https://openalex.org/W3100398599","https://openalex.org/W3103589660","https://openalex.org/W3107626709","https://openalex.org/W3116524082","https://openalex.org/W3200596333","https://openalex.org/W4211263234","https://openalex.org/W4243979784","https://openalex.org/W4246066782","https://openalex.org/W6678441886","https://openalex.org/W6679446987","https://openalex.org/W6684863267","https://openalex.org/W6724458390","https://openalex.org/W6728479356","https://openalex.org/W6770414484","https://openalex.org/W6785489937"],"related_works":["https://openalex.org/W2114466827","https://openalex.org/W1710460698","https://openalex.org/W2029617325","https://openalex.org/W2278276487","https://openalex.org/W2133863157","https://openalex.org/W2300356533","https://openalex.org/W1974397796","https://openalex.org/W1547016179","https://openalex.org/W4214482327","https://openalex.org/W2548423198"],"abstract_inverted_index":{"The":[0],"prediction":[1,228],"of":[2,12,22,42,63,66,81,98,104,120,133,139,146,153,162,168,177,189,206,218,232,246],"genes":[3,114,191],"related":[4],"to":[5,9,16,60,71,90,111,122,193],"diseases":[6,14],"is":[7,27,56,110,223],"important":[8,151],"the":[10,13,39,46,51,117,144,150,174,185,244],"study":[11,245],"due":[15],"high":[17],"cost":[18],"and":[19,54,101,149,171,180,187,215],"time":[20],"consumption":[21],"biological":[23,87,140,233],"experiments.":[24],"Network":[25],"propagation":[26],"a":[28,58,79,131,198,216,224,238],"popular":[29],"strategy":[30],"for":[31,209,226,243],"disease-gene":[32,157,227],"prediction.":[33],"However,":[34],"existing":[35],"methods":[36],"focus":[37],"on":[38,85],"stable":[40],"solution":[41],"dynamics":[43,84],"while":[44],"ignoring":[45],"useful":[47,240],"information":[48],"hidden":[49],"in":[50,136,156],"dynamical":[52,106,118],"process,":[53],"it":[55],"still":[57],"challenge":[59],"make":[61],"use":[62],"multiple":[64],"types":[65,138,167,231],"physical/functional":[67],"relationships":[68],"between":[69],"proteins/genes":[70],"effectively":[72],"predict":[73,91],"disease-related":[74,92,113,247],"genes.":[75,248],"Therefore,":[76],"we":[77,142,196],"proposed":[78],"framework":[80],"network":[82,88,148,211],"impulsive":[83,105,123],"multiplex":[86,147],"(NIDM)":[89],"genes,":[93,210],"along":[94],"with":[95,165],"four":[96,102,166],"variants":[97],"NIDM":[99,109,163,178,222],"models":[100,179],"kinds":[103,205],"signatures":[107],"(IDSs).":[108],"identify":[112],"by":[115],"mining":[116],"responses":[119],"nodes":[121],"signals":[124],"being":[125],"exerted":[126],"at":[127],"specific":[128,194],"nodes.":[129],"By":[130],"series":[132],"experimental":[134],"evaluations":[135],"various":[137],"networks,":[141,234],"confirmed":[143],"advantage":[145],"roles":[152],"functional":[154],"associations":[155],"prediction,":[158],"demonstrated":[159],"superior":[160],"performance":[161],"compared":[164],"network-based":[169],"algorithms":[170],"then":[172],"gave":[173],"effective":[175],"recommendations":[176],"IDS":[181],"signatures.":[182],"To":[183],"facilitate":[184],"prioritization":[186],"analysis":[188,214],"(candidate)":[190],"associated":[192],"diseases,":[195],"developed":[197],"user-friendly":[199],"web":[200],"server,":[201],"which":[202,235],"provides":[203],"three":[204],"filtering":[207],"patterns":[208],"visualization,":[212],"enrichment":[213],"wealth":[217],"external":[219],"links":[220],"(http://bioinformatics.csu.edu.cn/DGP/NID.jsp).":[221],"protocol":[225],"integrating":[229],"different":[230],"may":[236],"become":[237],"very":[239],"computational":[241],"tool":[242]},"counts_by_year":[{"year":2026,"cited_by_count":8},{"year":2025,"cited_by_count":6},{"year":2024,"cited_by_count":5},{"year":2023,"cited_by_count":3},{"year":2022,"cited_by_count":13},{"year":2021,"cited_by_count":3}],"updated_date":"2026-05-21T06:26:12.895304","created_date":"2025-10-10T00:00:00"}
