乐胖代购免代理版

{"id":"https://openalex.org/W3127914954","doi":"https://doi.org/10.1109/bibm49941.2020.9313595","title":"NECo: A node embedding algorithm for multiplex heterogeneous networks","display_name":"NECo: A node embedding algorithm for multiplex heterogeneous networks","publication_year":2020,"publication_date":"2020-12-16","ids":{"openalex":"https://openalex.org/W3127914954","doi":"https://doi.org/10.1109/bibm49941.2020.9313595","mag":"3127914954","pmid":"https://pubmed.ncbi.nlm.nih.gov/34584774","pmcid":"https://www.ncbi.nlm.nih.gov/pmc/articles/8466723"},"language":"en","primary_location":{"is_oa":false,"landing_page_url":"https://doi.org/10.1109/bibm49941.2020.9313595","pdf_url":null,"source":{"id":"https://openalex.org/S4363607735","display_name":"2021 IEEE International Conference on Bioinformatics and Biomedicine (BIBM)","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":"conference"},"license":null,"license_id":null,"version":null,"is_accepted":false,"is_published":false},"type":"article","type_crossref":"proceedings-article","indexed_in":["crossref","pubmed"],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8466723","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5000311342","display_name":"Cagatay Dursun","orcid":"https://orcid.org/0000-0002-0897-7671"},"institutions":[{"id":"https://openalex.org/I102461120","display_name":"Marquette University","ror":"https://ror.org/04gr4te78","country_code":"US","type":"education","lineage":["https://openalex.org/I102461120"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Cagatay Dursun","raw_affiliation_strings":["College of Wisconsin, Marquette University - Medical, Milwaukee, WI USA"],"affiliations":[{"raw_affiliation_string":"College of Wisconsin, Marquette University - Medical, Milwaukee, WI USA","institution_ids":["https://openalex.org/I102461120"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101914581","display_name":"Jennifer R. Smith","orcid":null},"institutions":[{"id":"https://openalex.org/I204308271","display_name":"Medical College of Wisconsin","ror":"https://ror.org/00qqv6244","country_code":"US","type":"education","lineage":["https://openalex.org/I204308271"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Jennifer R. Smith","raw_affiliation_strings":["Rat Genome Database, Medical College of Wisconsin, Milwaukee, WI USA"],"affiliations":[{"raw_affiliation_string":"Rat Genome Database, Medical College of Wisconsin, Milwaukee, WI USA","institution_ids":["https://openalex.org/I204308271"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5021887904","display_name":"G. Thomas Hayman","orcid":"https://orcid.org/0000-0002-9553-7227"},"institutions":[{"id":"https://openalex.org/I204308271","display_name":"Medical College of Wisconsin","ror":"https://ror.org/00qqv6244","country_code":"US","type":"education","lineage":["https://openalex.org/I204308271"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"G. Thomas Hayman","raw_affiliation_strings":["Rat Genome Database, Medical College of Wisconsin, Milwaukee, WI USA"],"affiliations":[{"raw_affiliation_string":"Rat Genome Database, Medical College of Wisconsin, Milwaukee, WI USA","institution_ids":["https://openalex.org/I204308271"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5080101531","display_name":"Anne E. Kwitek","orcid":"https://orcid.org/0000-0003-1024-4116"},"institutions":[{"id":"https://openalex.org/I204308271","display_name":"Medical College of Wisconsin","ror":"https://ror.org/00qqv6244","country_code":"US","type":"education","lineage":["https://openalex.org/I204308271"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Anne E. Kwitek","raw_affiliation_strings":["Rat Genome Database, Medical College of Wisconsin, Milwaukee, WI USA"],"affiliations":[{"raw_affiliation_string":"Rat Genome Database, Medical College of Wisconsin, Milwaukee, WI USA","institution_ids":["https://openalex.org/I204308271"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5072283349","display_name":"Serdar Bozdag","orcid":"https://orcid.org/0000-0002-4813-4310"},"institutions":[{"id":"https://openalex.org/I123534392","display_name":"University of North Texas","ror":"https://ror.org/00v97ad02","country_code":"US","type":"education","lineage":["https://openalex.org/I123534392"]},{"id":"https://openalex.org/I102461120","display_name":"Marquette University","ror":"https://ror.org/04gr4te78","country_code":"US","type":"education","lineage":["https://openalex.org/I102461120"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Serdar Bozdag","raw_affiliation_strings":["Marquette University, Milwaukee, WI, USA","University of North Texas, Denton, TX USA"],"affiliations":[{"raw_affiliation_string":"University of North Texas, Denton, TX USA","institution_ids":["https://openalex.org/I123534392"]},{"raw_affiliation_string":"Marquette University, Milwaukee, WI, USA","institution_ids":["https://openalex.org/I102461120"]}]}],"institution_assertions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":1.324,"has_fulltext":false,"cited_by_count":4,"citation_normalized_percentile":{"value":0.934156,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":77,"max":79},"biblio":{"volume":"26","issue":null,"first_page":"146","last_page":"149"},"is_retracted":false,"is_paratext":false,"primary_topic":{"id":"https://openalex.org/T10887","display_name":"Bioinformatics and Genomic Networks","score":0.9996,"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":0.9996,"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/T10885","display_name":"Gene expression and cancer classification","score":0.9971,"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/T11273","display_name":"Advanced Graph Neural Networks","score":0.9867,"subfield":{"id":"https://openalex.org/subfields/1702","display_name":"Artificial Intelligence"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}}],"keywords":[],"concepts":[{"id":"https://openalex.org/C62611344","wikidata":"https://www.wikidata.org/wiki/Q1062658","display_name":"Node (physics)","level":2,"score":0.7459352},{"id":"https://openalex.org/C2779343474","wikidata":"https://www.wikidata.org/wiki/Q3109175","display_name":"Context (archaeology)","level":2,"score":0.6612114},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.58498746},{"id":"https://openalex.org/C41608201","wikidata":"https://www.wikidata.org/wiki/Q980509","display_name":"Embedding","level":2,"score":0.5113253},{"id":"https://openalex.org/C104317684","wikidata":"https://www.wikidata.org/wiki/Q7187","display_name":"Gene","level":2,"score":0.4146558},{"id":"https://openalex.org/C70721500","wikidata":"https://www.wikidata.org/wiki/Q177005","display_name":"Computational biology","level":1,"score":0.4044831},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.2420128},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.23312005},{"id":"https://openalex.org/C54355233","wikidata":"https://www.wikidata.org/wiki/Q7162","display_name":"Genetics","level":1,"score":0.11753839},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.101287425},{"id":"https://openalex.org/C151730666","wikidata":"https://www.wikidata.org/wiki/Q7205","display_name":"Paleontology","level":1,"score":0.0},{"id":"https://openalex.org/C66938386","wikidata":"https://www.wikidata.org/wiki/Q633538","display_name":"Structural engineering","level":1,"score":0.0}],"mesh":[],"locations_count":3,"locations":[{"is_oa":false,"landing_page_url":"https://doi.org/10.1109/bibm49941.2020.9313595","pdf_url":null,"source":{"id":"https://openalex.org/S4363607735","display_name":"2021 IEEE International Conference on Bioinformatics and Biomedicine (BIBM)","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":"conference"},"license":null,"license_id":null,"version":null,"is_accepted":false,"is_published":false},{"is_oa":true,"landing_page_url":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8466723","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":["National Institutes of Health"],"type":"repository"},"license":null,"license_id":null,"version":"acceptedVersion","is_accepted":true,"is_published":false},{"is_oa":false,"landing_page_url":"https://pubmed.ncbi.nlm.nih.gov/34584774","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":["National Institutes of Health"],"type":"repository"},"license":null,"license_id":null,"version":null,"is_accepted":false,"is_published":false}],"best_oa_location":{"is_oa":true,"landing_page_url":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8466723","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":["National Institutes of Health"],"type":"repository"},"license":null,"license_id":null,"version":"acceptedVersion","is_accepted":true,"is_published":false},"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/3","display_name":"Good health and well-being","score":0.84}],"grants":[{"funder":"https://openalex.org/F4320337354","funder_display_name":"National Institute of General Medical Sciences","award_id":null}],"datasets":[],"versions":[],"referenced_works_count":23,"referenced_works":["https://openalex.org/W1608412409","https://openalex.org/W2084168100","https://openalex.org/W2099466738","https://openalex.org/W2100582962","https://openalex.org/W2106306776","https://openalex.org/W2106901334","https://openalex.org/W2119220491","https://openalex.org/W2179226391","https://openalex.org/W2294446650","https://openalex.org/W2606526594","https://openalex.org/W2624021832","https://openalex.org/W2624431344","https://openalex.org/W2733047156","https://openalex.org/W2743104969","https://openalex.org/W2894795605","https://openalex.org/W2951531839","https://openalex.org/W2962756421","https://openalex.org/W2973215195","https://openalex.org/W2983396602","https://openalex.org/W3098727933","https://openalex.org/W3104097132","https://openalex.org/W3127914954","https://openalex.org/W4294558607"],"related_works":["https://openalex.org/W4388890789","https://openalex.org/W4313153715","https://openalex.org/W3006008237","https://openalex.org/W2963903416","https://openalex.org/W2849310602","https://openalex.org/W2419146053","https://openalex.org/W2345479200","https://openalex.org/W2183306018","https://openalex.org/W2088247287","https://openalex.org/W2081900870"],"abstract_inverted_index":{"Complex":[0,139],"diseases":[1,42],"such":[2],"as":[3],"hypertension,":[4],"cancer,":[5],"and":[6,17,21,34,38,46,101,123,150,160,193],"diabetes":[7],"cause":[8],"nearly":[9],"70%":[10],"of":[11,29,52,56,77,91,103,107,119,138,148,156,185],"the":[12,15,36,50,66,74,95,108,154,178,190],"deaths":[13],"in":[14,79,189,199],"U.S.":[16],"involve":[18],"multiple":[19,117],"genes":[20,122,149,195],"their":[22],"interactions":[23],"with":[24,183],"environmental":[25],"factors.":[26],"Therefore,":[27],"identification":[28],"genetic":[30],"factors":[31],"to":[32,64,98,115,169],"understand":[33],"decrease":[35],"morbidity":[37],"mortality":[39],"from":[40,121,163],"complex":[41,68],"is":[43],"an":[44,53],"important":[45],"challenging":[47],"task.":[48],"With":[49],"generation":[51],"unprecedented":[54],"amount":[55],"multi-omics":[57,92],"datasets,":[58],"network-based":[59],"methods":[60],"have":[61],"become":[62],"popular":[63],"represent":[65],"multilayered":[67,145],"molecular":[69],"interactions.":[70],"Particularly":[71],"node":[72,109,132,180],"embeddings,":[73],"low-dimensional":[75],"representations":[76],"nodes":[78],"a":[80,131],"network":[81,89],"are":[82,113],"utilized":[83],"for":[84],"gene":[85],"function":[86],"prediction.":[87],"Integrated":[88],"analysis":[90],"data":[93,100],"alleviates":[94],"issues":[96],"related":[97],"missing":[99],"lack":[102],"context-specific":[104],"datasets.":[105],"Most":[106],"embedding":[110,133,181],"methods,":[111,182],"however,":[112],"unable":[114],"integrate":[116],"types":[118],"datasets":[120,162],"phenotypes.":[124,151],"To":[125],"address":[126],"this":[127],"limitation,":[128],"we":[129],"developed":[130],"algorithm":[134],"called":[135],"Node":[136],"Embeddings":[137],"networks":[140,147],"(NECo)":[141],"that":[142],"can":[143],"utilize":[144],"heterogeneous":[146],"We":[152],"evaluated":[153],"performance":[155],"NECo":[157],"using":[158],"genotypic":[159],"phenotypic":[161],"rat":[164],"(Rattus":[165],"norvegicus)":[166],"disease":[167],"models":[168],"classify":[170],"hypertension":[171],"disease-related":[172],"genes.":[173],"Our":[174],"method":[175],"significantly":[176],"outperformed":[177],"state-of-the-art":[179],"AUC":[184],"94.97%":[186],"compared":[187],"85.98%":[188],"second-best":[191],"performer,":[192],"predicted":[194],"not":[196],"previously":[197],"implicated":[198],"hypertension.":[200]},"cited_by_api_url":"https://api.openalex.org/works?filter=cites:W3127914954","counts_by_year":[{"year":2024,"cited_by_count":1},{"year":2023,"cited_by_count":1},{"year":2021,"cited_by_count":1},{"year":2020,"cited_by_count":1}],"updated_date":"2024-12-24T06:17:10.660934","created_date":"2021-02-15"}