{"id":"https://openalex.org/W4390500642","doi":"https://doi.org/10.1186/s12859-023-05625-1","title":"GCNFORMER: graph convolutional network and transformer for predicting lncRNA-disease associations","display_name":"GCNFORMER: graph convolutional network and transformer for predicting lncRNA-disease associations","publication_year":2024,"publication_date":"2024-01-02","ids":{"openalex":"https://openalex.org/W4390500642","doi":"https://doi.org/10.1186/s12859-023-05625-1","pmid":"https://pubmed.ncbi.nlm.nih.gov/38166659"},"language":"en","primary_location":{"id":"doi:10.1186/s12859-023-05625-1","is_oa":true,"landing_page_url":"https://doi.org/10.1186/s12859-023-05625-1","pdf_url":"https://bmcbioinformatics.biomedcentral.com/counter/pdf/10.1186/s12859-023-05625-1","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/counter/pdf/10.1186/s12859-023-05625-1","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5006789705","display_name":"Dengju Yao","orcid":"https://orcid.org/0000-0002-4974-3054"},"institutions":[{"id":"https://openalex.org/I100188998","display_name":"Harbin University of Science and Technology","ror":"https://ror.org/04e6y1282","country_code":"CN","type":"education","lineage":["https://openalex.org/I100188998"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Dengju Yao","raw_affiliation_strings":["School of Computer Science and Technology, Harbin University of Science and Technology, Harbin, 150080, China. ydkvictory@hrbust.edu.cn"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Computer Science and Technology, Harbin University of Science and Technology, Harbin, 150080, China. ydkvictory@hrbust.edu.cn","institution_ids":["https://openalex.org/I100188998"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5041415152","display_name":"Bailin Li","orcid":"https://orcid.org/0000-0002-8350-1921"},"institutions":[{"id":"https://openalex.org/I100188998","display_name":"Harbin University of Science and Technology","ror":"https://ror.org/04e6y1282","country_code":"CN","type":"education","lineage":["https://openalex.org/I100188998"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Bailin Li","raw_affiliation_strings":["School of Computer Science and Technology, Harbin University of Science and Technology, Harbin, 150080, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Computer Science and Technology, Harbin University of Science and Technology, Harbin, 150080, China","institution_ids":["https://openalex.org/I100188998"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5109549118","display_name":"Xiaojuan Zhan","orcid":null},"institutions":[{"id":"https://openalex.org/I100188998","display_name":"Harbin University of Science and Technology","ror":"https://ror.org/04e6y1282","country_code":"CN","type":"education","lineage":["https://openalex.org/I100188998"]},{"id":"https://openalex.org/I3045169105","display_name":"Southern University of Science and Technology","ror":"https://ror.org/049tv2d57","country_code":"CN","type":"education","lineage":["https://openalex.org/I3045169105"]},{"id":"https://openalex.org/I4210161462","display_name":"Heilongjiang Institute of Technology","ror":"https://ror.org/05x0m9n95","country_code":"CN","type":"education","lineage":["https://openalex.org/I4210161462"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Xiaojuan Zhan","raw_affiliation_strings":["College of Computer Science and Technology, Heilongjiang Institute of Technology, Harbin, 150050, China","Department of Endocrinology and Metabolism, Hospital of South, University of Science and Technology, Shenzhen, 518055, China","School of Computer Science and Technology, Harbin University of Science and Technology, Harbin, 150080, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"College of Computer Science and Technology, Heilongjiang Institute of Technology, Harbin, 150050, China","institution_ids":["https://openalex.org/I4210161462"]},{"raw_affiliation_string":"Department of Endocrinology and Metabolism, Hospital of South, University of Science and Technology, Shenzhen, 518055, China","institution_ids":["https://openalex.org/I3045169105"]},{"raw_affiliation_string":"School of Computer Science and Technology, Harbin University of Science and Technology, Harbin, 150080, China","institution_ids":["https://openalex.org/I100188998"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101986042","display_name":"Xiaorong Zhan","orcid":"https://orcid.org/0000-0003-0166-7619"},"institutions":[{"id":"https://openalex.org/I100188998","display_name":"Harbin University of Science and Technology","ror":"https://ror.org/04e6y1282","country_code":"CN","type":"education","lineage":["https://openalex.org/I100188998"]},{"id":"https://openalex.org/I3045169105","display_name":"Southern University of Science and Technology","ror":"https://ror.org/049tv2d57","country_code":"CN","type":"education","lineage":["https://openalex.org/I3045169105"]},{"id":"https://openalex.org/I4210161462","display_name":"Heilongjiang Institute of Technology","ror":"https://ror.org/05x0m9n95","country_code":"CN","type":"education","lineage":["https://openalex.org/I4210161462"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Xiaorong Zhan","raw_affiliation_strings":["College of Computer Science and Technology, Heilongjiang Institute of Technology, Harbin, 150050, China","Department of Endocrinology and Metabolism, Hospital of South, University of Science and Technology, Shenzhen, 518055, China","School of Computer Science and Technology, Harbin University of Science and Technology, Harbin, 150080, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"College of Computer Science and Technology, Heilongjiang Institute of Technology, Harbin, 150050, China","institution_ids":["https://openalex.org/I4210161462"]},{"raw_affiliation_string":"Department of Endocrinology and Metabolism, Hospital of South, University of Science and Technology, Shenzhen, 518055, China","institution_ids":["https://openalex.org/I3045169105"]},{"raw_affiliation_string":"School of Computer Science and Technology, Harbin University of Science and Technology, Harbin, 150080, China","institution_ids":["https://openalex.org/I100188998"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5087576334","display_name":"Liyang Yu","orcid":"https://orcid.org/0000-0002-1203-2996"},"institutions":[{"id":"https://openalex.org/I100188998","display_name":"Harbin University of Science and Technology","ror":"https://ror.org/04e6y1282","country_code":"CN","type":"education","lineage":["https://openalex.org/I100188998"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Liyang Yu","raw_affiliation_strings":["School of Computer Science and Technology, Harbin University of Science and Technology, Harbin, 150080, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Computer Science and Technology, Harbin University of Science and Technology, Harbin, 150080, China","institution_ids":["https://openalex.org/I100188998"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":5,"corresponding_author_ids":["https://openalex.org/A5006789705"],"corresponding_institution_ids":["https://openalex.org/I100188998"],"apc_list":{"value":1690,"currency":"GBP","value_usd":2072},"apc_paid":{"value":1690,"currency":"GBP","value_usd":2072},"fwci":4.7394,"has_fulltext":true,"cited_by_count":19,"citation_normalized_percentile":{"value":0.95630127,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":97,"max":99},"biblio":{"volume":"25","issue":"1","first_page":"5","last_page":"5"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10515","display_name":"Cancer-related molecular mechanisms research","score":0.9911999702453613,"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":0.9911999702453613,"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":0.0008999999845400453,"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/T10062","display_name":"MicroRNA in disease regulation","score":0.0006000000284984708,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6447025537490845},{"id":"https://openalex.org/keywords/transformer","display_name":"Transformer","score":0.5263981819152832},{"id":"https://openalex.org/keywords/adjacency-matrix","display_name":"Adjacency matrix","score":0.5153409838676453},{"id":"https://openalex.org/keywords/graph","display_name":"Graph","score":0.4885495603084564},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.4015711545944214},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.33601564168930054},{"id":"https://openalex.org/keywords/theoretical-computer-science","display_name":"Theoretical computer science","score":0.12324872612953186}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6447025537490845},{"id":"https://openalex.org/C66322947","wikidata":"https://www.wikidata.org/wiki/Q11658","display_name":"Transformer","level":3,"score":0.5263981819152832},{"id":"https://openalex.org/C180356752","wikidata":"https://www.wikidata.org/wiki/Q727035","display_name":"Adjacency matrix","level":3,"score":0.5153409838676453},{"id":"https://openalex.org/C132525143","wikidata":"https://www.wikidata.org/wiki/Q141488","display_name":"Graph","level":2,"score":0.4885495603084564},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.4015711545944214},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.33601564168930054},{"id":"https://openalex.org/C80444323","wikidata":"https://www.wikidata.org/wiki/Q2878974","display_name":"Theoretical computer science","level":1,"score":0.12324872612953186},{"id":"https://openalex.org/C62520636","wikidata":"https://www.wikidata.org/wiki/Q944","display_name":"Quantum mechanics","level":1,"score":0.0},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.0},{"id":"https://openalex.org/C165801399","wikidata":"https://www.wikidata.org/wiki/Q25428","display_name":"Voltage","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":"D000465","descriptor_name":"Algorithms","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D001943","descriptor_name":"Breast Neoplasms","qualifier_ui":"Q000235","qualifier_name":"genetics","is_major_topic":true},{"descriptor_ui":"D001943","descriptor_name":"Breast Neoplasms","qualifier_ui":"Q000235","qualifier_name":"genetics","is_major_topic":true},{"descriptor_ui":"D001943","descriptor_name":"Breast Neoplasms","qualifier_ui":"Q000235","qualifier_name":"genetics","is_major_topic":true},{"descriptor_ui":"D001943","descriptor_name":"Breast Neoplasms","qualifier_ui":"Q000235","qualifier_name":"genetics","is_major_topic":true},{"descriptor_ui":"D003110","descriptor_name":"Colonic Neoplasms","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D003110","descriptor_name":"Colonic Neoplasms","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D003110","descriptor_name":"Colonic Neoplasms","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D003110","descriptor_name":"Colonic Neoplasms","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D005260","descriptor_name":"Female","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D005260","descriptor_name":"Female","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D005260","descriptor_name":"Female","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D005260","descriptor_name":"Female","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":"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":"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":"D019295","descriptor_name":"Computational Biology","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":false},{"descriptor_ui":"D035683","descriptor_name":"MicroRNAs","qualifier_ui":"Q000235","qualifier_name":"genetics","is_major_topic":true},{"descriptor_ui":"D035683","descriptor_name":"MicroRNAs","qualifier_ui":"Q000235","qualifier_name":"genetics","is_major_topic":true},{"descriptor_ui":"D035683","descriptor_name":"MicroRNAs","qualifier_ui":"Q000235","qualifier_name":"genetics","is_major_topic":true},{"descriptor_ui":"D035683","descriptor_name":"MicroRNAs","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},{"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":"Q000378","qualifier_name":"metabolism","is_major_topic":true},{"descriptor_ui":"D062085","descriptor_name":"RNA, Long Noncoding","qualifier_ui":"Q000378","qualifier_name":"metabolism","is_major_topic":true},{"descriptor_ui":"D062085","descriptor_name":"RNA, Long Noncoding","qualifier_ui":"Q000378","qualifier_name":"metabolism","is_major_topic":true},{"descriptor_ui":"D062085","descriptor_name":"RNA, Long Noncoding","qualifier_ui":"Q000378","qualifier_name":"metabolism","is_major_topic":true}],"locations_count":4,"locations":[{"id":"doi:10.1186/s12859-023-05625-1","is_oa":true,"landing_page_url":"https://doi.org/10.1186/s12859-023-05625-1","pdf_url":"https://bmcbioinformatics.biomedcentral.com/counter/pdf/10.1186/s12859-023-05625-1","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:38166659","is_oa":false,"landing_page_url":"https://pubmed.ncbi.nlm.nih.gov/38166659","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:pubmedcentral.nih.gov:10763317","is_oa":true,"landing_page_url":"https://www.ncbi.nlm.nih.gov/pmc/articles/10763317","pdf_url":"https://pmc.ncbi.nlm.nih.gov/articles/PMC10763317/pdf/12859_2023_Article_5625.pdf","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"},{"id":"pmh:oai:doaj.org/article:e191536a399340f3b3bc4947a2a9ed50","is_oa":true,"landing_page_url":"https://doaj.org/article/e191536a399340f3b3bc4947a2a9ed50","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 25, Iss 1, Pp 1-19 (2024)","raw_type":"article"}],"best_oa_location":{"id":"doi:10.1186/s12859-023-05625-1","is_oa":true,"landing_page_url":"https://doi.org/10.1186/s12859-023-05625-1","pdf_url":"https://bmcbioinformatics.biomedcentral.com/counter/pdf/10.1186/s12859-023-05625-1","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":[{"id":"https://metadata.un.org/sdg/8","display_name":"Decent work and economic growth","score":0.46000000834465027}],"awards":[{"id":"https://openalex.org/G1801209708","display_name":null,"funder_award_id":"62172128","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"}],"has_content":{"pdf":true,"grobid_xml":false},"content_urls":{"pdf":"https://content.openalex.org/works/W4390500642.pdf"},"referenced_works_count":57,"referenced_works":["https://openalex.org/W611910056","https://openalex.org/W1158178075","https://openalex.org/W1977878983","https://openalex.org/W1998356253","https://openalex.org/W2070777085","https://openalex.org/W2079046638","https://openalex.org/W2079983771","https://openalex.org/W2111632848","https://openalex.org/W2113868616","https://openalex.org/W2128983843","https://openalex.org/W2136550485","https://openalex.org/W2152970345","https://openalex.org/W2153234291","https://openalex.org/W2158135353","https://openalex.org/W2166810745","https://openalex.org/W2318370297","https://openalex.org/W2331900771","https://openalex.org/W2408796111","https://openalex.org/W2462108616","https://openalex.org/W2512308096","https://openalex.org/W2531500048","https://openalex.org/W2594727603","https://openalex.org/W2739280501","https://openalex.org/W2765950793","https://openalex.org/W2772618228","https://openalex.org/W2801501532","https://openalex.org/W2802616725","https://openalex.org/W2889646458","https://openalex.org/W2894088602","https://openalex.org/W2912626494","https://openalex.org/W2942942195","https://openalex.org/W2969832535","https://openalex.org/W2970249540","https://openalex.org/W2971132843","https://openalex.org/W3001440478","https://openalex.org/W3013787003","https://openalex.org/W3014726572","https://openalex.org/W3081960698","https://openalex.org/W3087498435","https://openalex.org/W3104684621","https://openalex.org/W3136042383","https://openalex.org/W3145754360","https://openalex.org/W3162698679","https://openalex.org/W3175544068","https://openalex.org/W3193448903","https://openalex.org/W3209819349","https://openalex.org/W4200042293","https://openalex.org/W4206226061","https://openalex.org/W4210805422","https://openalex.org/W4280587098","https://openalex.org/W4283462655","https://openalex.org/W4292168331","https://openalex.org/W4294376371","https://openalex.org/W4295242659","https://openalex.org/W4297183296","https://openalex.org/W4312094581","https://openalex.org/W4385475774"],"related_works":["https://openalex.org/W2551731678","https://openalex.org/W433303270","https://openalex.org/W3209493708","https://openalex.org/W4321381909","https://openalex.org/W398843157","https://openalex.org/W4377019474","https://openalex.org/W2064409893","https://openalex.org/W2602709848","https://openalex.org/W4384822840","https://openalex.org/W2368182133"],"abstract_inverted_index":{"BACKGROUND:":[0],"A":[1],"growing":[2],"body":[3],"of":[4,11,21,28,134,148,198,209,218],"researches":[5],"indicate":[6],"that":[7,143],"the":[8,25,72,93,110,139,144,165,171,207,215],"disrupted":[9],"expression":[10],"long":[12],"non-coding":[13],"RNA":[14],"(lncRNA)":[15],"is":[16,182],"linked":[17],"to":[18,37,90,108,127],"a":[19,39,55,85,100,119,123],"range":[20],"human":[22],"disorders.":[23],"Therefore,":[24],"effective":[26],"prediction":[27,162,211],"lncRNA-disease":[29,129],"association":[30],"(LDA)":[31],"can":[32,204],"not":[33],"only":[34],"suggest":[35],"solutions":[36],"diagnose":[38],"condition":[40],"but":[41],"also":[42],"save":[43],"significant":[44],"time":[45],"and":[46,65,75,81,83,115,146,152,164,192,202,213],"labor":[47],"costs.":[48],"METHOD:":[49],"In":[50],"this":[51,219],"work,":[52],"we":[53,70,98,117],"proposed":[54],"novel":[56],"LDA":[57,161,210],"predicting":[58,179],"algorithm":[59],"based":[60],"on":[61,138,187],"graph":[62,86,101,199],"convolutional":[63,102,200],"network":[64,103,201],"transformer,":[66],"named":[67],"GCNFORMER.":[68],"Firstly,":[69],"integrated":[71],"intraclass":[73],"similarity":[74],"interclass":[76],"connections":[77],"between":[78,95,113],"miRNAs,":[79],"lncRNAs":[80],"diseases,":[82],"built":[84],"adjacency":[87],"matrix.":[88],"Secondly,":[89],"completely":[91],"obtain":[92,109],"features":[94],"various":[96],"nodes,":[97],"employed":[99],"for":[104],"feature":[105],"extraction.":[106],"Finally,":[107],"global":[111],"dependencies":[112],"inputs":[114],"outputs,":[116],"used":[118],"transformer":[120,203],"encoder":[121],"with":[122,158],"multiheaded":[124],"attention":[125],"mechanism":[126],"forecast":[128],"associations.":[130],"RESULTS:":[131],"The":[132,196],"results":[133,166],"fivefold":[135],"cross-validation":[136],"experiment":[137],"public":[140],"dataset":[141],"revealed":[142],"AUC":[145],"AUPR":[147],"GCNFORMER":[149,157],"achieved":[150],"0.9739":[151],"0.9812,":[153],"respectively.":[154],"We":[155],"compared":[156],"six":[159,173],"advanced":[160],"models,":[163],"indicated":[167],"its":[168],"superiority":[169],"over":[170],"other":[172],"models.":[174],"Furthermore,":[175],"GCNFORMER's":[176],"effectiveness":[177],"in":[178],"potential":[180],"LDAs":[181],"underscored":[183],"by":[184],"case":[185],"studies":[186],"breast":[188],"cancer,":[189],"colon":[190],"cancer":[191],"lung":[193],"cancer.":[194],"CONCLUSIONS:":[195],"combination":[197],"effectively":[205],"improve":[206],"performance":[208],"model":[212],"promote":[214],"in-depth":[216],"development":[217],"research":[220],"filed.":[221]},"counts_by_year":[{"year":2026,"cited_by_count":3},{"year":2025,"cited_by_count":12},{"year":2024,"cited_by_count":4}],"updated_date":"2026-06-17T06:14:20.161405","created_date":"2025-10-10T00:00:00"}