{"id":"https://openalex.org/W3128690143","doi":"https://doi.org/10.1186/s12859-021-03988-x","title":"In silico drug repositioning based on the integration of chemical, genomic and pharmacological spaces","display_name":"In silico drug repositioning based on the integration of chemical, genomic and pharmacological spaces","publication_year":2021,"publication_date":"2021-02-08","ids":{"openalex":"https://openalex.org/W3128690143","doi":"https://doi.org/10.1186/s12859-021-03988-x","mag":"3128690143","pmid":"https://pubmed.ncbi.nlm.nih.gov/33557749"},"language":"en","primary_location":{"id":"doi:10.1186/s12859-021-03988-x","is_oa":true,"landing_page_url":"https://doi.org/10.1186/s12859-021-03988-x","pdf_url":"https://bmcbioinformatics.biomedcentral.com/track/pdf/10.1186/s12859-021-03988-x","source":{"id":"https://openalex.org/S19032547","display_name":"BMC Bioinformatics","issn_l":"1471-2105","issn":["1471-2105"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310320256","host_organization_name":"BioMed Central","host_organization_lineage":["https://openalex.org/P4310320256","https://openalex.org/P4310319965"],"host_organization_lineage_names":["BioMed Central","Springer Nature"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"BMC Bioinformatics","raw_type":"journal-article"},"type":"article","indexed_in":["crossref","doaj","pubmed"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://bmcbioinformatics.biomedcentral.com/track/pdf/10.1186/s12859-021-03988-x","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5100741607","display_name":"Hailin Chen","orcid":"https://orcid.org/0000-0002-5119-4517"},"institutions":[{"id":"https://openalex.org/I13985625","display_name":"East China Jiaotong University","ror":"https://ror.org/05x2f1m38","country_code":"CN","type":"education","lineage":["https://openalex.org/I13985625"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Hailin Chen","raw_affiliation_strings":["School of Software, East China Jiaotong University, Nanchang, 330013, China. chl_mail@csu.edu.cn","School of Software, East China Jiaotong University, Nanchang, 330013, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Software, East China Jiaotong University, Nanchang, 330013, China. chl_mail@csu.edu.cn","institution_ids":["https://openalex.org/I13985625"]},{"raw_affiliation_string":"School of Software, East China Jiaotong University, Nanchang, 330013, China","institution_ids":["https://openalex.org/I13985625"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101841980","display_name":"Zuping Zhang","orcid":"https://orcid.org/0000-0001-6169-9191"},"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":"Zuping Zhang","raw_affiliation_strings":["School of Computer Science and Engineering, Central South University, Changsha, 410083, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Computer Science and Engineering, Central South University, Changsha, 410083, China","institution_ids":["https://openalex.org/I139660479"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5012966716","display_name":"Jingpu Zhang","orcid":"https://orcid.org/0000-0002-8006-747X"},"institutions":[{"id":"https://openalex.org/I4210113703","display_name":"Henan University of Urban Construction","ror":"https://ror.org/01x1skr92","country_code":"CN","type":"education","lineage":["https://openalex.org/I4210113703"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Jingpu Zhang","raw_affiliation_strings":["School of Computer and Data Science, Henan University of Urban Construction, Pingdingshan, 467000, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Computer and Data Science, Henan University of Urban Construction, Pingdingshan, 467000, China","institution_ids":["https://openalex.org/I4210113703"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5100741607"],"corresponding_institution_ids":["https://openalex.org/I13985625"],"apc_list":{"value":2790,"currency":"USD","value_usd":2790},"apc_paid":{"value":2790,"currency":"USD","value_usd":2790},"fwci":1.7174,"has_fulltext":true,"cited_by_count":13,"citation_normalized_percentile":{"value":0.85795166,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":98},"biblio":{"volume":"22","issue":"1","first_page":"52","last_page":"52"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10211","display_name":"Computational Drug Discovery Methods","score":0.7919999957084656,"subfield":{"id":"https://openalex.org/subfields/1703","display_name":"Computational Theory and Mathematics"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},"topics":[{"id":"https://openalex.org/T10211","display_name":"Computational Drug Discovery Methods","score":0.7919999957084656,"subfield":{"id":"https://openalex.org/subfields/1703","display_name":"Computational Theory and Mathematics"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T11710","display_name":"Biomedical Text Mining and Ontologies","score":0.08900000154972076,"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/T12254","display_name":"Machine Learning in Bioinformatics","score":0.051600001752376556,"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/drug-repositioning","display_name":"Drug repositioning","score":0.8552347421646118},{"id":"https://openalex.org/keywords/in-silico","display_name":"In silico","score":0.7505686283111572},{"id":"https://openalex.org/keywords/similarity","display_name":"Similarity (geometry)","score":0.6587740778923035},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6252162456512451},{"id":"https://openalex.org/keywords/drug","display_name":"Drug","score":0.6234315037727356},{"id":"https://openalex.org/keywords/inference","display_name":"Inference","score":0.6104192137718201},{"id":"https://openalex.org/keywords/computational-biology","display_name":"Computational biology","score":0.47887367010116577},{"id":"https://openalex.org/keywords/drug-target","display_name":"Drug target","score":0.4580172598361969},{"id":"https://openalex.org/keywords/drug-discovery","display_name":"Drug discovery","score":0.44724196195602417},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.43907761573791504},{"id":"https://openalex.org/keywords/data-integration","display_name":"Data integration","score":0.42043691873550415},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.3905312418937683},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.34924596548080444},{"id":"https://openalex.org/keywords/bioinformatics","display_name":"Bioinformatics","score":0.27976739406585693},{"id":"https://openalex.org/keywords/medicine","display_name":"Medicine","score":0.17791950702667236},{"id":"https://openalex.org/keywords/biology","display_name":"Biology","score":0.16996699571609497},{"id":"https://openalex.org/keywords/pharmacology","display_name":"Pharmacology","score":0.09955134987831116}],"concepts":[{"id":"https://openalex.org/C103637391","wikidata":"https://www.wikidata.org/wiki/Q5308921","display_name":"Drug repositioning","level":3,"score":0.8552347421646118},{"id":"https://openalex.org/C2775905019","wikidata":"https://www.wikidata.org/wiki/Q192572","display_name":"In silico","level":3,"score":0.7505686283111572},{"id":"https://openalex.org/C103278499","wikidata":"https://www.wikidata.org/wiki/Q254465","display_name":"Similarity (geometry)","level":3,"score":0.6587740778923035},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6252162456512451},{"id":"https://openalex.org/C2780035454","wikidata":"https://www.wikidata.org/wiki/Q8386","display_name":"Drug","level":2,"score":0.6234315037727356},{"id":"https://openalex.org/C2776214188","wikidata":"https://www.wikidata.org/wiki/Q408386","display_name":"Inference","level":2,"score":0.6104192137718201},{"id":"https://openalex.org/C70721500","wikidata":"https://www.wikidata.org/wiki/Q177005","display_name":"Computational biology","level":1,"score":0.47887367010116577},{"id":"https://openalex.org/C2989108626","wikidata":"https://www.wikidata.org/wiki/Q904407","display_name":"Drug target","level":2,"score":0.4580172598361969},{"id":"https://openalex.org/C74187038","wikidata":"https://www.wikidata.org/wiki/Q1418791","display_name":"Drug discovery","level":2,"score":0.44724196195602417},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.43907761573791504},{"id":"https://openalex.org/C72634772","wikidata":"https://www.wikidata.org/wiki/Q386824","display_name":"Data integration","level":2,"score":0.42043691873550415},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.3905312418937683},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.34924596548080444},{"id":"https://openalex.org/C60644358","wikidata":"https://www.wikidata.org/wiki/Q128570","display_name":"Bioinformatics","level":1,"score":0.27976739406585693},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.17791950702667236},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.16996699571609497},{"id":"https://openalex.org/C98274493","wikidata":"https://www.wikidata.org/wiki/Q128406","display_name":"Pharmacology","level":1,"score":0.09955134987831116},{"id":"https://openalex.org/C115961682","wikidata":"https://www.wikidata.org/wiki/Q860623","display_name":"Image (mathematics)","level":2,"score":0.0},{"id":"https://openalex.org/C55493867","wikidata":"https://www.wikidata.org/wiki/Q7094","display_name":"Biochemistry","level":1,"score":0.0},{"id":"https://openalex.org/C104317684","wikidata":"https://www.wikidata.org/wiki/Q7187","display_name":"Gene","level":2,"score":0.0}],"mesh":[{"descriptor_ui":"D000465","descriptor_name":"Algorithms","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D000465","descriptor_name":"Algorithms","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D000465","descriptor_name":"Algorithms","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D003198","descriptor_name":"Computer Simulation","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D003198","descriptor_name":"Computer Simulation","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D003198","descriptor_name":"Computer Simulation","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D016208","descriptor_name":"Databases, Factual","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D016208","descriptor_name":"Databases, Factual","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D016208","descriptor_name":"Databases, Factual","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D019295","descriptor_name":"Computational Biology","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D019295","descriptor_name":"Computational Biology","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D019295","descriptor_name":"Computational Biology","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D023281","descriptor_name":"Genomics","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D023281","descriptor_name":"Genomics","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D023281","descriptor_name":"Genomics","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D058492","descriptor_name":"Drug Repositioning","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D058492","descriptor_name":"Drug Repositioning","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D058492","descriptor_name":"Drug Repositioning","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true}],"locations_count":5,"locations":[{"id":"doi:10.1186/s12859-021-03988-x","is_oa":true,"landing_page_url":"https://doi.org/10.1186/s12859-021-03988-x","pdf_url":"https://bmcbioinformatics.biomedcentral.com/track/pdf/10.1186/s12859-021-03988-x","source":{"id":"https://openalex.org/S19032547","display_name":"BMC Bioinformatics","issn_l":"1471-2105","issn":["1471-2105"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310320256","host_organization_name":"BioMed Central","host_organization_lineage":["https://openalex.org/P4310320256","https://openalex.org/P4310319965"],"host_organization_lineage_names":["BioMed Central","Springer Nature"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"BMC Bioinformatics","raw_type":"journal-article"},{"id":"pmid:33557749","is_oa":false,"landing_page_url":"https://pubmed.ncbi.nlm.nih.gov/33557749","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":"BMC bioinformatics","raw_type":null},{"id":"pmh:oai:doaj.org/article:066993f74eb444e8b7ec7470f598cb20","is_oa":true,"landing_page_url":"https://doaj.org/article/066993f74eb444e8b7ec7470f598cb20","pdf_url":null,"source":{"id":"https://openalex.org/S4306401280","display_name":"DOAJ (DOAJ: Directory of Open Access Journals)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by-sa","license_id":"https://openalex.org/licenses/cc-by-sa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"BMC Bioinformatics, Vol 22, Iss 1, Pp 1-12 (2021)","raw_type":"article"},{"id":"pmh:oai:europepmc.org:6774802","is_oa":true,"landing_page_url":"http://europepmc.org/pmc/articles/PMC7868667","pdf_url":null,"source":{"id":"https://openalex.org/S4306400806","display_name":"Europe PMC (PubMed Central)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I1303153112","host_organization_name":"European Bioinformatics Institute","host_organization_lineage":["https://openalex.org/I1303153112"],"host_organization_lineage_names":[],"type":"repository"},"license":"other-oa","license_id":"https://openalex.org/licenses/other-oa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":"Text"},{"id":"pmh:oai:pubmedcentral.nih.gov:7868667","is_oa":true,"landing_page_url":"https://www.ncbi.nlm.nih.gov/pmc/articles/7868667","pdf_url":null,"source":{"id":"https://openalex.org/S2764455111","display_name":"PubMed Central","issn_l":null,"issn":null,"is_oa":true,"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":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"BMC Bioinformatics","raw_type":"Text"}],"best_oa_location":{"id":"doi:10.1186/s12859-021-03988-x","is_oa":true,"landing_page_url":"https://doi.org/10.1186/s12859-021-03988-x","pdf_url":"https://bmcbioinformatics.biomedcentral.com/track/pdf/10.1186/s12859-021-03988-x","source":{"id":"https://openalex.org/S19032547","display_name":"BMC Bioinformatics","issn_l":"1471-2105","issn":["1471-2105"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310320256","host_organization_name":"BioMed Central","host_organization_lineage":["https://openalex.org/P4310320256","https://openalex.org/P4310319965"],"host_organization_lineage_names":["BioMed Central","Springer Nature"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"BMC Bioinformatics","raw_type":"journal-article"},"sustainable_development_goals":[],"awards":[{"id":"https://openalex.org/G2224960039","display_name":"\u57fa\u4e8e\u9776\u6807miRNA\u7684\u836f\u7269\u91cd\u5b9a\u4f4d\u9884\u6d4b\u7b97\u6cd5\u7814\u7a76","funder_award_id":"61862026","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"}],"funders":[{"id":"https://openalex.org/F4320321001","display_name":"National Natural Science Foundation of China","ror":"https://ror.org/01h0zpd94"},{"id":"https://openalex.org/F4320321514","display_name":"Central South University","ror":"https://ror.org/00f1zfq44"}],"has_content":{"grobid_xml":true,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W3128690143.pdf","grobid_xml":"https://content.openalex.org/works/W3128690143.grobid-xml"},"referenced_works_count":54,"referenced_works":["https://openalex.org/W11344490","https://openalex.org/W1791453308","https://openalex.org/W1973365170","https://openalex.org/W1979488516","https://openalex.org/W1984054151","https://openalex.org/W1987219048","https://openalex.org/W2009228073","https://openalex.org/W2014069457","https://openalex.org/W2019772739","https://openalex.org/W2020132970","https://openalex.org/W2036906022","https://openalex.org/W2041729187","https://openalex.org/W2048565304","https://openalex.org/W2062941476","https://openalex.org/W2100929382","https://openalex.org/W2113072832","https://openalex.org/W2121604817","https://openalex.org/W2138512826","https://openalex.org/W2145578524","https://openalex.org/W2155157373","https://openalex.org/W2163169932","https://openalex.org/W2163560143","https://openalex.org/W2166550586","https://openalex.org/W2347063413","https://openalex.org/W2524066112","https://openalex.org/W2526541915","https://openalex.org/W2729618901","https://openalex.org/W2745485029","https://openalex.org/W2767891136","https://openalex.org/W2790385355","https://openalex.org/W2809156537","https://openalex.org/W2889454530","https://openalex.org/W2896002881","https://openalex.org/W2899070097","https://openalex.org/W2903406988","https://openalex.org/W2946099214","https://openalex.org/W2960557205","https://openalex.org/W2990165277","https://openalex.org/W3002473146","https://openalex.org/W3005530170","https://openalex.org/W3008047170","https://openalex.org/W3009999522","https://openalex.org/W3021007339","https://openalex.org/W3025819722","https://openalex.org/W3025917451","https://openalex.org/W3026289734","https://openalex.org/W3027314750","https://openalex.org/W3039549934","https://openalex.org/W3042289107","https://openalex.org/W3047011861","https://openalex.org/W3080893903","https://openalex.org/W3093175939","https://openalex.org/W3093194543","https://openalex.org/W3100655194"],"related_works":["https://openalex.org/W4226161264","https://openalex.org/W3156186218","https://openalex.org/W4283722810","https://openalex.org/W3010058077","https://openalex.org/W2951512731","https://openalex.org/W4319455836","https://openalex.org/W2558461040","https://openalex.org/W2474546929","https://openalex.org/W2553548503","https://openalex.org/W3045995536"],"abstract_inverted_index":{"BACKGROUND:":[0],"Drug":[1],"repositioning":[2,18,109],"refers":[3],"to":[4,41,91],"the":[5,83,93,99,103,111,117,123,128,135,146,167,178,193,214,229],"identification":[6],"of":[7,23,61,82,102,132,139,149,183,213,231],"new":[8,26],"indications":[9],"for":[10,16,25,45,204,228,235],"existing":[11],"drugs.":[12],"Drug-based":[13],"inference":[14,100],"methods":[15,165],"drug":[17,50,62,108,195,205,216,233,238],"apply":[19],"some":[20],"unique":[21],"features":[22,44,63,196,217,234],"drugs":[24,75],"indication":[27],"prediction.":[28,222],"Complementary":[29],"information":[30,203],"is":[31,38],"provided":[32],"by":[33],"these":[34,43],"different":[35,59,232],"features.":[36,84],"It":[37],"therefore":[39],"necessary":[40],"integrate":[42],"more":[46],"accurate":[47],"in":[48,107,152,169,181,198,236],"silico":[49,237],"repositioning.":[51,206,239],"RESULTS:":[52],"In":[53],"this":[54],"study,":[55],"we":[56,156],"collect":[57],"3":[58,94,162,194,215],"types":[60],"(i.e.,":[64],"chemical,":[65],"genomic":[66],"and":[67,134,185],"pharmacological":[68],"spaces)":[69],"from":[70],"public":[71],"databases.":[72],"Similarities":[73],"between":[74],"are":[76,201],"separately":[77],"calculated":[78],"based":[79],"on":[80],"each":[81],"We":[85,97],"further":[86],"develop":[87],"a":[88,226],"fusion":[89,230],"method":[90,160,176],"combine":[92],"similarity":[95,105,119],"measurements.":[96],"test":[98],"abilities":[101],"4":[104],"datasets":[106,168],"under":[110],"guilt-by-association":[112],"principle.":[113],"Leave-one-out":[114],"cross-validations":[115],"show":[116],"integrated":[118],"measurement":[120],"IntegratedSim":[121,144],"receives":[122],"best":[124],"prediction":[125,179],"performance,":[126],"with":[127,161],"highest":[129,136],"AUC":[130,184],"value":[131,138],"0.8451":[133],"AUPR":[137,186],"0.2201.":[140],"Case":[141],"studies":[142],"demonstrate":[143],"produces":[145],"largest":[147],"numbers":[148],"confirmed":[150],"predictions":[151],"most":[153],"cases.":[154],"Moreover,":[155],"compare":[157],"our":[158,170,175,199],"integration":[159,212],"other":[163],"similarity-fusion":[164],"using":[166],"study.":[171],"Cross-validation":[172],"results":[173,209],"suggest":[174],"improves":[177],"accuracy":[180],"terms":[182],"values.":[187],"CONCLUSIONS:":[188],"Our":[189,223],"study":[190,224],"suggests":[191],"that":[192,211],"used":[197],"manuscript":[200],"valuable":[202],"The":[207],"comparative":[208],"indicate":[210],"would":[218],"improve":[219],"drug-disease":[220],"association":[221],"provides":[225],"strategy":[227]},"counts_by_year":[{"year":2024,"cited_by_count":1},{"year":2023,"cited_by_count":3},{"year":2022,"cited_by_count":4},{"year":2021,"cited_by_count":5}],"updated_date":"2026-07-29T09:40:50.615796","created_date":"2025-10-10T00:00:00"}
