{"id":"https://openalex.org/W3209819349","doi":"https://doi.org/10.1186/s12859-021-04457-1","title":"SVDNVLDA: predicting lncRNA-disease associations by Singular Value Decomposition and node2vec","display_name":"SVDNVLDA: predicting lncRNA-disease associations by Singular Value Decomposition and node2vec","publication_year":2021,"publication_date":"2021-11-02","ids":{"openalex":"https://openalex.org/W3209819349","doi":"https://doi.org/10.1186/s12859-021-04457-1","mag":"3209819349","pmid":"https://pubmed.ncbi.nlm.nih.gov/34727886"},"language":"en","primary_location":{"id":"doi:10.1186/s12859-021-04457-1","is_oa":true,"landing_page_url":"https://doi.org/10.1186/s12859-021-04457-1","pdf_url":"https://bmcbioinformatics.biomedcentral.com/track/pdf/10.1186/s12859-021-04457-1","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/s12859-021-04457-1","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5100410894","display_name":"Jianwei Li","orcid":"https://orcid.org/0000-0002-9795-2635"},"institutions":[{"id":"https://openalex.org/I184843921","display_name":"Hebei University of Technology","ror":"https://ror.org/018hded08","country_code":"CN","type":"education","lineage":["https://openalex.org/I184843921"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Jianwei Li","raw_affiliation_strings":["Hebei Province Key Laboratory of Big Data Calculation, Hebei University of Technology, Tianjin, 300401, China","Institute of Computational Medicine, School of Artificial Intelligence, Hebei University of Technology, Tianjin, 300401, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Hebei Province Key Laboratory of Big Data Calculation, Hebei University of Technology, Tianjin, 300401, China","institution_ids":["https://openalex.org/I184843921"]},{"raw_affiliation_string":"Institute of Computational Medicine, School of Artificial Intelligence, Hebei University of Technology, Tianjin, 300401, China","institution_ids":["https://openalex.org/I184843921"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100402806","display_name":"Jianing Li","orcid":"https://orcid.org/0000-0003-1905-0633"},"institutions":[{"id":"https://openalex.org/I184843921","display_name":"Hebei University of Technology","ror":"https://ror.org/018hded08","country_code":"CN","type":"education","lineage":["https://openalex.org/I184843921"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Jianing Li","raw_affiliation_strings":["Hebei Province Key Laboratory of Big Data Calculation, Hebei University of Technology, Tianjin, 300401, China","Institute of Computational Medicine, School of Artificial Intelligence, Hebei University of Technology, Tianjin, 300401, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Hebei Province Key Laboratory of Big Data Calculation, Hebei University of Technology, Tianjin, 300401, China","institution_ids":["https://openalex.org/I184843921"]},{"raw_affiliation_string":"Institute of Computational Medicine, School of Artificial Intelligence, Hebei University of Technology, Tianjin, 300401, China","institution_ids":["https://openalex.org/I184843921"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5032488554","display_name":"Mengfan Kong","orcid":"https://orcid.org/0009-0002-0782-622X"},"institutions":[{"id":"https://openalex.org/I184843921","display_name":"Hebei University of Technology","ror":"https://ror.org/018hded08","country_code":"CN","type":"education","lineage":["https://openalex.org/I184843921"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Mengfan Kong","raw_affiliation_strings":["Hebei Province Key Laboratory of Big Data Calculation, Hebei University of Technology, Tianjin, 300401, China","Institute of Computational Medicine, School of Artificial Intelligence, Hebei University of Technology, Tianjin, 300401, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Hebei Province Key Laboratory of Big Data Calculation, Hebei University of Technology, Tianjin, 300401, China","institution_ids":["https://openalex.org/I184843921"]},{"raw_affiliation_string":"Institute of Computational Medicine, School of Artificial Intelligence, Hebei University of Technology, Tianjin, 300401, China","institution_ids":["https://openalex.org/I184843921"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5026524955","display_name":"Duanyang Wang","orcid":null},"institutions":[{"id":"https://openalex.org/I184843921","display_name":"Hebei University of Technology","ror":"https://ror.org/018hded08","country_code":"CN","type":"education","lineage":["https://openalex.org/I184843921"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Duanyang Wang","raw_affiliation_strings":["Hebei Province Key Laboratory of Big Data Calculation, Hebei University of Technology, Tianjin, 300401, China","Institute of Computational Medicine, School of Artificial Intelligence, Hebei University of Technology, Tianjin, 300401, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Hebei Province Key Laboratory of Big Data Calculation, Hebei University of Technology, Tianjin, 300401, China","institution_ids":["https://openalex.org/I184843921"]},{"raw_affiliation_string":"Institute of Computational Medicine, School of Artificial Intelligence, Hebei University of Technology, Tianjin, 300401, China","institution_ids":["https://openalex.org/I184843921"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5112365916","display_name":"Kun Fu","orcid":"https://orcid.org/0000-0002-0450-6469"},"institutions":[{"id":"https://openalex.org/I184843921","display_name":"Hebei University of Technology","ror":"https://ror.org/018hded08","country_code":"CN","type":"education","lineage":["https://openalex.org/I184843921"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Kun Fu","raw_affiliation_strings":["Hebei Province Key Laboratory of Big Data Calculation, Hebei University of Technology, Tianjin, 300401, China. fukun@hebut.edu.cn","Institute of Computational Medicine, School of Artificial Intelligence, Hebei University of Technology, Tianjin, 300401, China. fukun@hebut.edu.cn","Institute of Computational Medicine, School of Artificial Intelligence, Hebei University of Technology, Tianjin, 300401, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Hebei Province Key Laboratory of Big Data Calculation, Hebei University of Technology, Tianjin, 300401, China. fukun@hebut.edu.cn","institution_ids":["https://openalex.org/I184843921"]},{"raw_affiliation_string":"Institute of Computational Medicine, School of Artificial Intelligence, Hebei University of Technology, Tianjin, 300401, China. fukun@hebut.edu.cn","institution_ids":["https://openalex.org/I184843921"]},{"raw_affiliation_string":"Institute of Computational Medicine, School of Artificial Intelligence, Hebei University of Technology, Tianjin, 300401, China","institution_ids":["https://openalex.org/I184843921"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5036663116","display_name":"Jiangcheng Shi","orcid":"https://orcid.org/0000-0001-9934-4556"},"institutions":[{"id":"https://openalex.org/I198091727","display_name":"Tiangong University","ror":"https://ror.org/00xsr9m91","country_code":"CN","type":"education","lineage":["https://openalex.org/I198091727"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Jiangcheng Shi","raw_affiliation_strings":["School of Life Sciences, Tiangong University, Tianjin, 300387, China. shijiangcheng@tiangong.edu.cn","School of Life Sciences, Tiangong University, Tianjin, 300387, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Life Sciences, Tiangong University, Tianjin, 300387, China. shijiangcheng@tiangong.edu.cn","institution_ids":["https://openalex.org/I198091727"]},{"raw_affiliation_string":"School of Life Sciences, Tiangong University, Tianjin, 300387, China","institution_ids":["https://openalex.org/I198091727"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":6,"corresponding_author_ids":["https://openalex.org/A5036663116"],"corresponding_institution_ids":["https://openalex.org/I198091727"],"apc_list":{"value":1690,"currency":"GBP","value_usd":2072},"apc_paid":{"value":1690,"currency":"GBP","value_usd":2072},"fwci":1.5032,"has_fulltext":true,"cited_by_count":32,"citation_normalized_percentile":{"value":0.81413302,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":95,"max":100},"biblio":{"volume":"22","issue":"1","first_page":"538","last_page":"538"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10515","display_name":"Cancer-related molecular mechanisms research","score":0.9854999780654907,"subfield":{"id":"https://openalex.org/subfields/1306","display_name":"Cancer Research"},"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/T10515","display_name":"Cancer-related molecular mechanisms research","score":0.9854999780654907,"subfield":{"id":"https://openalex.org/subfields/1306","display_name":"Cancer Research"},"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":0.0032999999821186066,"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/T11642","display_name":"Genomics and Rare Diseases","score":0.0008999999845400453,"subfield":{"id":"https://openalex.org/subfields/1311","display_name":"Genetics"},"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/singular-value-decomposition","display_name":"Singular value decomposition","score":0.7085713148117065},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.5992764830589294},{"id":"https://openalex.org/keywords/disease","display_name":"Disease","score":0.5776191353797913},{"id":"https://openalex.org/keywords/classifier","display_name":"Classifier (UML)","score":0.5418506264686584},{"id":"https://openalex.org/keywords/computational-biology","display_name":"Computational biology","score":0.41047194600105286},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.40694576501846313},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.4066718816757202},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.38094425201416016},{"id":"https://openalex.org/keywords/biology","display_name":"Biology","score":0.2204715609550476},{"id":"https://openalex.org/keywords/medicine","display_name":"Medicine","score":0.12844160199165344}],"concepts":[{"id":"https://openalex.org/C22789450","wikidata":"https://www.wikidata.org/wiki/Q420904","display_name":"Singular value decomposition","level":2,"score":0.7085713148117065},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5992764830589294},{"id":"https://openalex.org/C2779134260","wikidata":"https://www.wikidata.org/wiki/Q12136","display_name":"Disease","level":2,"score":0.5776191353797913},{"id":"https://openalex.org/C95623464","wikidata":"https://www.wikidata.org/wiki/Q1096149","display_name":"Classifier (UML)","level":2,"score":0.5418506264686584},{"id":"https://openalex.org/C70721500","wikidata":"https://www.wikidata.org/wiki/Q177005","display_name":"Computational biology","level":1,"score":0.41047194600105286},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.40694576501846313},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.4066718816757202},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.38094425201416016},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.2204715609550476},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.12844160199165344},{"id":"https://openalex.org/C142724271","wikidata":"https://www.wikidata.org/wiki/Q7208","display_name":"Pathology","level":1,"score":0.0}],"mesh":[{"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":"D012660","descriptor_name":"Semantics","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D012660","descriptor_name":"Semantics","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D012660","descriptor_name":"Semantics","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":"D062085","descriptor_name":"RNA, Long Noncoding","qualifier_ui":"Q000235","qualifier_name":"genetics","is_major_topic":true},{"descriptor_ui":"D062085","descriptor_name":"RNA, Long Noncoding","qualifier_ui":"Q000235","qualifier_name":"genetics","is_major_topic":true},{"descriptor_ui":"D062085","descriptor_name":"RNA, Long Noncoding","qualifier_ui":"Q000235","qualifier_name":"genetics","is_major_topic":true}],"locations_count":5,"locations":[{"id":"doi:10.1186/s12859-021-04457-1","is_oa":true,"landing_page_url":"https://doi.org/10.1186/s12859-021-04457-1","pdf_url":"https://bmcbioinformatics.biomedcentral.com/track/pdf/10.1186/s12859-021-04457-1","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:34727886","is_oa":false,"landing_page_url":"https://pubmed.ncbi.nlm.nih.gov/34727886","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:ffe9b042f8344a1f8207d7bcb6f0d261","is_oa":true,"landing_page_url":"https://doaj.org/article/ffe9b042f8344a1f8207d7bcb6f0d261","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 1-18 (2021)","raw_type":"article"},{"id":"pmh:oai:europepmc.org:7453866","is_oa":true,"landing_page_url":"http://europepmc.org/pmc/articles/PMC8561941","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:8561941","is_oa":true,"landing_page_url":"https://www.ncbi.nlm.nih.gov/pmc/articles/8561941","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/s12859-021-04457-1","is_oa":true,"landing_page_url":"https://doi.org/10.1186/s12859-021-04457-1","pdf_url":"https://bmcbioinformatics.biomedcentral.com/track/pdf/10.1186/s12859-021-04457-1","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/G3424519559","display_name":"\u57fa\u4e8e\u591a\u6e90\u5f02\u6784\u4fe1\u606f\u878d\u5408\u7684\u957f\u975e\u7f16\u7801RNA\u529f\u80fd\u5bcc\u96c6\u5206\u6790\u65b9\u6cd5\u7814\u7a76","funder_award_id":"62072154","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G7039871490","display_name":null,"funder_award_id":"81672113","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G7318770391","display_name":null,"funder_award_id":"C2018202083","funder_id":"https://openalex.org/F4320322163","funder_display_name":"Natural Science Foundation of Hebei Province"}],"funders":[{"id":"https://openalex.org/F4320321001","display_name":"National Natural Science Foundation of China","ror":"https://ror.org/01h0zpd94"},{"id":"https://openalex.org/F4320322163","display_name":"Natural Science Foundation of Hebei Province","ror":"https://ror.org/01h0zpd94"}],"has_content":{"grobid_xml":true,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W3209819349.pdf","grobid_xml":"https://content.openalex.org/works/W3209819349.grobid-xml"},"referenced_works_count":65,"referenced_works":["https://openalex.org/W179179905","https://openalex.org/W1158178075","https://openalex.org/W1966716734","https://openalex.org/W1978880915","https://openalex.org/W1983335031","https://openalex.org/W1988790447","https://openalex.org/W1999746344","https://openalex.org/W2002185065","https://openalex.org/W2031886823","https://openalex.org/W2047929507","https://openalex.org/W2049760108","https://openalex.org/W2067337865","https://openalex.org/W2073405229","https://openalex.org/W2079983771","https://openalex.org/W2100491675","https://openalex.org/W2116168949","https://openalex.org/W2117977572","https://openalex.org/W2121646982","https://openalex.org/W2122814955","https://openalex.org/W2133814741","https://openalex.org/W2152970345","https://openalex.org/W2154851992","https://openalex.org/W2158135353","https://openalex.org/W2158183200","https://openalex.org/W2179308868","https://openalex.org/W2188415656","https://openalex.org/W2233603983","https://openalex.org/W2295598076","https://openalex.org/W2406601212","https://openalex.org/W2540331622","https://openalex.org/W2571471366","https://openalex.org/W2580767461","https://openalex.org/W2618093974","https://openalex.org/W2620760558","https://openalex.org/W2739747431","https://openalex.org/W2782571367","https://openalex.org/W2791426663","https://openalex.org/W2801501532","https://openalex.org/W2895679848","https://openalex.org/W2911964244","https://openalex.org/W2950577311","https://openalex.org/W2962049406","https://openalex.org/W2962756421","https://openalex.org/W2969761002","https://openalex.org/W2983688743","https://openalex.org/W2984302209","https://openalex.org/W2993204074","https://openalex.org/W3004735854","https://openalex.org/W3008835119","https://openalex.org/W3014726572","https://openalex.org/W3014793605","https://openalex.org/W3020929333","https://openalex.org/W3041539539","https://openalex.org/W3081960698","https://openalex.org/W3099929518","https://openalex.org/W3102476541","https://openalex.org/W3104097132","https://openalex.org/W3111213779","https://openalex.org/W3111251354","https://openalex.org/W3126232929","https://openalex.org/W3127298785","https://openalex.org/W3128646645","https://openalex.org/W3169609444","https://openalex.org/W3198707249","https://openalex.org/W4246271082"],"related_works":["https://openalex.org/W3121932492","https://openalex.org/W4232638561","https://openalex.org/W1997544008","https://openalex.org/W2954752069","https://openalex.org/W1607100495","https://openalex.org/W3004137470","https://openalex.org/W131378092","https://openalex.org/W2938523900","https://openalex.org/W1598328844","https://openalex.org/W4221140916"],"abstract_inverted_index":{"BACKGROUND:":[0],"Numerous":[1],"studies":[2],"on":[3],"discovering":[4],"the":[5,13,58,96,121,133,176,180],"roles":[6],"of":[7,19,32,42,64,101,126],"long":[8],"non-coding":[9],"RNAs":[10],"(lncRNAs)":[11],"in":[12,136],"occurrence,":[14],"development":[15],"and":[16,82,98,103,110,123,171,173],"prognosis":[17],"progresses":[18],"various":[20],"human":[21],"diseases":[22,104,172],"have":[23,35,45],"drawn":[24],"substantial":[25],"attentions.":[26],"Since":[27],"only":[28],"a":[29,71,90,154],"tiny":[30],"portion":[31],"lncRNA-disease":[33,51,77,148,159],"associations":[34,78,149],"been":[36,46],"properly":[37],"annotated,":[38],"an":[39,140],"increasing":[40],"number":[41],"computational":[43],"methods":[44,112],"proposed":[47,89],"for":[48,145],"predicting":[49,55],"potential":[50,76,147,167],"associations.":[52,160],"However,":[53],"traditional":[54],"models":[56],"lack":[57],"ability":[59],"to":[60,69,157,165],"precisely":[61],"extract":[62],"features":[63,100,116,125],"biomolecules,":[65],"it":[66],"is":[67,163],"urgent":[68],"find":[70],"model":[72,156,162],"which":[73,94,129],"can":[74],"identify":[75,166],"with":[79,105],"both":[80],"efficiency":[81],"accuracy.":[83],"RESULTS:":[84],"In":[85],"this":[86],"study,":[87],"we":[88],"novel":[91,155],"model,":[92],"SVDNVLDA,":[93],"gained":[95],"linear":[97,122],"non-linear":[99,124],"lncRNAs":[102,170],"Singular":[106],"Value":[107],"Decomposition":[108],"(SVD)":[109],"node2vec":[111],"respectively.":[113],"The":[114],"integrated":[115],"were":[117],"constructed":[118],"from":[119],"connecting":[120],"each":[127],"entity,":[128],"could":[130],"effectively":[131],"enhance":[132],"semantics":[134],"contained":[135],"ultimate":[137],"representations.":[138],"And":[139],"XGBoost":[141],"classifier":[142],"was":[143],"employed":[144],"identifying":[146],"eventually.":[150],"CONCLUSIONS:":[151],"We":[152],"propose":[153],"predict":[158],"This":[161],"expected":[164],"relationships":[168],"between":[169],"further":[174],"explore":[175],"disease":[177],"mechanisms":[178],"at":[179],"lncRNA":[181],"molecular":[182],"level.":[183]},"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2025,"cited_by_count":14},{"year":2024,"cited_by_count":8},{"year":2023,"cited_by_count":5},{"year":2022,"cited_by_count":4}],"updated_date":"2026-06-06T09:05:17.133730","created_date":"2025-10-10T00:00:00"}
