{"id":"https://openalex.org/W4200043717","doi":"https://doi.org/10.1371/journal.pcbi.1009655","title":"GCAEMDA: Predicting miRNA-disease associations via graph convolutional autoencoder","display_name":"GCAEMDA: Predicting miRNA-disease associations via graph convolutional autoencoder","publication_year":2021,"publication_date":"2021-12-10","ids":{"openalex":"https://openalex.org/W4200043717","doi":"https://doi.org/10.1371/journal.pcbi.1009655","pmid":"https://pubmed.ncbi.nlm.nih.gov/34890410"},"language":"en","primary_location":{"id":"doi:10.1371/journal.pcbi.1009655","is_oa":true,"landing_page_url":"https://doi.org/10.1371/journal.pcbi.1009655","pdf_url":"https://journals.plos.org/ploscompbiol/article/file?id=10.1371/journal.pcbi.1009655&type=printable","source":{"id":"https://openalex.org/S86033158","display_name":"PLoS Computational Biology","issn_l":"1553-734X","issn":["1553-734X","1553-7358"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310315706","host_organization_name":"Public Library of Science","host_organization_lineage":["https://openalex.org/P4310315706"],"host_organization_lineage_names":["Public Library of Science"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"PLOS Computational Biology","raw_type":"journal-article"},"type":"article","indexed_in":["crossref","doaj","pubmed"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://journals.plos.org/ploscompbiol/article/file?id=10.1371/journal.pcbi.1009655&type=printable","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5107791211","display_name":"Lei Li","orcid":"https://orcid.org/0000-0003-0013-2735"},"institutions":[{"id":"https://openalex.org/I202126657","display_name":"Qufu Normal University","ror":"https://ror.org/03ceheh96","country_code":"CN","type":"education","lineage":["https://openalex.org/I202126657"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Lei Li","raw_affiliation_strings":["School of Cyber Science and Engineering, Qufu Normal University, Qufu, China"],"affiliations":[{"raw_affiliation_string":"School of Cyber Science and Engineering, Qufu Normal University, Qufu, China","institution_ids":["https://openalex.org/I202126657"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100741273","display_name":"Yutian Wang","orcid":"https://orcid.org/0000-0002-8033-8727"},"institutions":[{"id":"https://openalex.org/I202126657","display_name":"Qufu Normal University","ror":"https://ror.org/03ceheh96","country_code":"CN","type":"education","lineage":["https://openalex.org/I202126657"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yu-Tian Wang","raw_affiliation_strings":["School of Cyber Science and Engineering, Qufu Normal University, Qufu, China"],"affiliations":[{"raw_affiliation_string":"School of Cyber Science and Engineering, Qufu Normal University, Qufu, China","institution_ids":["https://openalex.org/I202126657"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5051670778","display_name":"Cunmei Ji","orcid":"https://orcid.org/0000-0002-7004-3351"},"institutions":[{"id":"https://openalex.org/I202126657","display_name":"Qufu Normal University","ror":"https://ror.org/03ceheh96","country_code":"CN","type":"education","lineage":["https://openalex.org/I202126657"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Cun-Mei Ji","raw_affiliation_strings":["School of Cyber Science and Engineering, Qufu Normal University, Qufu, China"],"affiliations":[{"raw_affiliation_string":"School of Cyber Science and Engineering, Qufu Normal University, Qufu, China","institution_ids":["https://openalex.org/I202126657"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5064185915","display_name":"Chun-Hou Zheng","orcid":"https://orcid.org/0000-0002-2695-1926"},"institutions":[{"id":"https://openalex.org/I143868143","display_name":"Anhui University","ror":"https://ror.org/05th6yx34","country_code":"CN","type":"education","lineage":["https://openalex.org/I143868143"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Chun-Hou Zheng","raw_affiliation_strings":["School of Artifial Intelligence, Anhui University, Hefei, China"],"affiliations":[{"raw_affiliation_string":"School of Artifial Intelligence, Anhui University, Hefei, China","institution_ids":["https://openalex.org/I143868143"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5003156605","display_name":"Jiancheng Ni","orcid":"https://orcid.org/0000-0001-5667-9807"},"institutions":[{"id":"https://openalex.org/I202126657","display_name":"Qufu Normal University","ror":"https://ror.org/03ceheh96","country_code":"CN","type":"education","lineage":["https://openalex.org/I202126657"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Jian-Cheng Ni","raw_affiliation_strings":["School of Cyber Science and Engineering, Qufu Normal University, Qufu, China"],"affiliations":[{"raw_affiliation_string":"School of Cyber Science and Engineering, Qufu Normal University, Qufu, China","institution_ids":["https://openalex.org/I202126657"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5071754273","display_name":"Yansen Su","orcid":"https://orcid.org/0000-0002-3855-7133"},"institutions":[{"id":"https://openalex.org/I143868143","display_name":"Anhui University","ror":"https://ror.org/05th6yx34","country_code":"CN","type":"education","lineage":["https://openalex.org/I143868143"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Yan-Sen Su","raw_affiliation_strings":["School of Artifial Intelligence, Anhui University, Hefei, China"],"affiliations":[{"raw_affiliation_string":"School of Artifial Intelligence, Anhui University, Hefei, China","institution_ids":["https://openalex.org/I143868143"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":6,"corresponding_author_ids":["https://openalex.org/A5003156605","https://openalex.org/A5071754273"],"corresponding_institution_ids":["https://openalex.org/I143868143","https://openalex.org/I202126657"],"apc_list":{"value":2655,"currency":"USD","value_usd":2655},"apc_paid":{"value":2655,"currency":"USD","value_usd":2655},"fwci":1.6601,"has_fulltext":true,"cited_by_count":22,"citation_normalized_percentile":{"value":0.83647288,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":96,"max":99},"biblio":{"volume":"17","issue":"12","first_page":"e1009655","last_page":"e1009655"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10062","display_name":"MicroRNA in disease regulation","score":1.0,"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/T10062","display_name":"MicroRNA in disease regulation","score":1.0,"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/T10515","display_name":"Cancer-related molecular mechanisms research","score":0.9998999834060669,"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/T11765","display_name":"Circular RNAs in diseases","score":0.9991000294685364,"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/autoencoder","display_name":"Autoencoder","score":0.7600323557853699},{"id":"https://openalex.org/keywords/disease","display_name":"Disease","score":0.6437812447547913},{"id":"https://openalex.org/keywords/microrna","display_name":"microRNA","score":0.6230913400650024},{"id":"https://openalex.org/keywords/computational-biology","display_name":"Computational biology","score":0.5199540853500366},{"id":"https://openalex.org/keywords/graph","display_name":"Graph","score":0.5035058856010437},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.4270135164260864},{"id":"https://openalex.org/keywords/bioinformatics","display_name":"Bioinformatics","score":0.3593501150608063},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.3418880105018616},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.32458317279815674},{"id":"https://openalex.org/keywords/biology","display_name":"Biology","score":0.2909000515937805},{"id":"https://openalex.org/keywords/deep-learning","display_name":"Deep learning","score":0.24136817455291748},{"id":"https://openalex.org/keywords/medicine","display_name":"Medicine","score":0.18763995170593262},{"id":"https://openalex.org/keywords/genetics","display_name":"Genetics","score":0.1512700617313385},{"id":"https://openalex.org/keywords/theoretical-computer-science","display_name":"Theoretical computer science","score":0.14622515439987183},{"id":"https://openalex.org/keywords/pathology","display_name":"Pathology","score":0.08185741305351257},{"id":"https://openalex.org/keywords/gene","display_name":"Gene","score":0.0812481939792633}],"concepts":[{"id":"https://openalex.org/C101738243","wikidata":"https://www.wikidata.org/wiki/Q786435","display_name":"Autoencoder","level":3,"score":0.7600323557853699},{"id":"https://openalex.org/C2779134260","wikidata":"https://www.wikidata.org/wiki/Q12136","display_name":"Disease","level":2,"score":0.6437812447547913},{"id":"https://openalex.org/C145059251","wikidata":"https://www.wikidata.org/wiki/Q310899","display_name":"microRNA","level":3,"score":0.6230913400650024},{"id":"https://openalex.org/C70721500","wikidata":"https://www.wikidata.org/wiki/Q177005","display_name":"Computational biology","level":1,"score":0.5199540853500366},{"id":"https://openalex.org/C132525143","wikidata":"https://www.wikidata.org/wiki/Q141488","display_name":"Graph","level":2,"score":0.5035058856010437},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.4270135164260864},{"id":"https://openalex.org/C60644358","wikidata":"https://www.wikidata.org/wiki/Q128570","display_name":"Bioinformatics","level":1,"score":0.3593501150608063},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.3418880105018616},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.32458317279815674},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.2909000515937805},{"id":"https://openalex.org/C108583219","wikidata":"https://www.wikidata.org/wiki/Q197536","display_name":"Deep learning","level":2,"score":0.24136817455291748},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.18763995170593262},{"id":"https://openalex.org/C54355233","wikidata":"https://www.wikidata.org/wiki/Q7162","display_name":"Genetics","level":1,"score":0.1512700617313385},{"id":"https://openalex.org/C80444323","wikidata":"https://www.wikidata.org/wiki/Q2878974","display_name":"Theoretical computer science","level":1,"score":0.14622515439987183},{"id":"https://openalex.org/C142724271","wikidata":"https://www.wikidata.org/wiki/Q7208","display_name":"Pathology","level":1,"score":0.08185741305351257},{"id":"https://openalex.org/C104317684","wikidata":"https://www.wikidata.org/wiki/Q7187","display_name":"Gene","level":2,"score":0.0812481939792633}],"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":"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":"D008957","descriptor_name":"Models, Genetic","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D008957","descriptor_name":"Models, Genetic","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D008957","descriptor_name":"Models, Genetic","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D009369","descriptor_name":"Neoplasms","qualifier_ui":"Q000235","qualifier_name":"genetics","is_major_topic":false},{"descriptor_ui":"D009369","descriptor_name":"Neoplasms","qualifier_ui":"Q000235","qualifier_name":"genetics","is_major_topic":false},{"descriptor_ui":"D009369","descriptor_name":"Neoplasms","qualifier_ui":"Q000235","qualifier_name":"genetics","is_major_topic":false},{"descriptor_ui":"D009369","descriptor_name":"Neoplasms","qualifier_ui":"Q000378","qualifier_name":"metabolism","is_major_topic":false},{"descriptor_ui":"D009369","descriptor_name":"Neoplasms","qualifier_ui":"Q000378","qualifier_name":"metabolism","is_major_topic":false},{"descriptor_ui":"D009369","descriptor_name":"Neoplasms","qualifier_ui":"Q000378","qualifier_name":"metabolism","is_major_topic":false},{"descriptor_ui":"D016571","descriptor_name":"Neural Networks, Computer","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D016571","descriptor_name":"Neural Networks, Computer","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D016571","descriptor_name":"Neural Networks, Computer","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"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":"D019540","descriptor_name":"Area Under Curve","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D019540","descriptor_name":"Area Under Curve","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D019540","descriptor_name":"Area Under Curve","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D020022","descriptor_name":"Genetic Predisposition to Disease","qualifier_ui":"Q000235","qualifier_name":"genetics","is_major_topic":false},{"descriptor_ui":"D020022","descriptor_name":"Genetic Predisposition to Disease","qualifier_ui":"Q000235","qualifier_name":"genetics","is_major_topic":false},{"descriptor_ui":"D020022","descriptor_name":"Genetic Predisposition to Disease","qualifier_ui":"Q000235","qualifier_name":"genetics","is_major_topic":false},{"descriptor_ui":"D035683","descriptor_name":"MicroRNAs","qualifier_ui":"Q000235","qualifier_name":"genetics","is_major_topic":false},{"descriptor_ui":"D035683","descriptor_name":"MicroRNAs","qualifier_ui":"Q000235","qualifier_name":"genetics","is_major_topic":false},{"descriptor_ui":"D035683","descriptor_name":"MicroRNAs","qualifier_ui":"Q000235","qualifier_name":"genetics","is_major_topic":false},{"descriptor_ui":"D035683","descriptor_name":"MicroRNAs","qualifier_ui":"Q000378","qualifier_name":"metabolism","is_major_topic":false},{"descriptor_ui":"D035683","descriptor_name":"MicroRNAs","qualifier_ui":"Q000378","qualifier_name":"metabolism","is_major_topic":false},{"descriptor_ui":"D035683","descriptor_name":"MicroRNAs","qualifier_ui":"Q000378","qualifier_name":"metabolism","is_major_topic":false}],"locations_count":5,"locations":[{"id":"doi:10.1371/journal.pcbi.1009655","is_oa":true,"landing_page_url":"https://doi.org/10.1371/journal.pcbi.1009655","pdf_url":"https://journals.plos.org/ploscompbiol/article/file?id=10.1371/journal.pcbi.1009655&type=printable","source":{"id":"https://openalex.org/S86033158","display_name":"PLoS Computational Biology","issn_l":"1553-734X","issn":["1553-734X","1553-7358"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310315706","host_organization_name":"Public Library of Science","host_organization_lineage":["https://openalex.org/P4310315706"],"host_organization_lineage_names":["Public Library of Science"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"PLOS Computational Biology","raw_type":"journal-article"},{"id":"pmid:34890410","is_oa":false,"landing_page_url":"https://pubmed.ncbi.nlm.nih.gov/34890410","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":"PLoS computational biology","raw_type":null},{"id":"pmh:oai:RePEc:plo:pcbi00:1009655","is_oa":false,"landing_page_url":"https://journals.plos.org/ploscompbiol/article?id=10.1371/journal.pcbi.1009655","pdf_url":null,"source":{"id":"https://openalex.org/S4306401271","display_name":"RePEc: Research Papers in Economics","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I77793887","host_organization_name":"Federal Reserve Bank of St. Louis","host_organization_lineage":["https://openalex.org/I77793887"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"article"},{"id":"pmh:oai:doaj.org/article:d95a5fa5f5134ea2b0b8874223fe6312","is_oa":true,"landing_page_url":"https://doaj.org/article/d95a5fa5f5134ea2b0b8874223fe6312","pdf_url":null,"source":{"id":"https://openalex.org/S112646816","display_name":"SHILAP Revista de lepidopterolog\u00eda","issn_l":"0300-5267","issn":["0300-5267","2340-4078"],"is_oa":true,"is_in_doaj":true,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"journal"},"license":"cc-by-sa","license_id":"https://openalex.org/licenses/cc-by-sa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"PLoS Computational Biology, Vol 17, Iss 12, p e1009655 (2021)","raw_type":"article"},{"id":"pmh:oai:pubmedcentral.nih.gov:8694430","is_oa":true,"landing_page_url":"https://www.ncbi.nlm.nih.gov/pmc/articles/8694430","pdf_url":null,"source":{"id":"https://openalex.org/S2764455111","display_name":"PubMed Central","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":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"PLoS Comput Biol","raw_type":"Text"}],"best_oa_location":{"id":"doi:10.1371/journal.pcbi.1009655","is_oa":true,"landing_page_url":"https://doi.org/10.1371/journal.pcbi.1009655","pdf_url":"https://journals.plos.org/ploscompbiol/article/file?id=10.1371/journal.pcbi.1009655&type=printable","source":{"id":"https://openalex.org/S86033158","display_name":"PLoS Computational Biology","issn_l":"1553-734X","issn":["1553-734X","1553-7358"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310315706","host_organization_name":"Public Library of Science","host_organization_lineage":["https://openalex.org/P4310315706"],"host_organization_lineage_names":["Public Library of Science"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"PLOS Computational Biology","raw_type":"journal-article"},"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/3","display_name":"Good health and well-being","score":0.46000000834465027}],"awards":[{"id":"https://openalex.org/G1151522064","display_name":null,"funder_award_id":"U19A2","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G2087396116","display_name":null,"funder_award_id":"China","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G247010507","display_name":null,"funder_award_id":"61873001","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G3317480652","display_name":null,"funder_award_id":"Science","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G4020255992","display_name":null,"funder_award_id":"Project","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G430625229","display_name":null,"funder_award_id":"202006","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G5006237592","display_name":null,"funder_award_id":"U19A2064","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G5363403600","display_name":null,"funder_award_id":"11701318","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G591479136","display_name":null,"funder_award_id":"ZR2020","funder_id":"https://openalex.org/F4320324174","funder_display_name":"Natural Science Foundation of Shandong Province"},{"id":"https://openalex.org/G5994120800","display_name":null,"funder_award_id":"Natural","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G6058138561","display_name":null,"funder_award_id":", No.","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G782064070","display_name":null,"funder_award_id":"ZR2020KC022","funder_id":"https://openalex.org/F4320324174","funder_display_name":"Natural Science Foundation of Shandong Province"},{"id":"https://openalex.org/G89280828","display_name":null,"funder_award_id":"MMC202006","funder_id":"https://openalex.org/F4320321435","funder_display_name":"Anhui University"}],"funders":[{"id":"https://openalex.org/F4320321001","display_name":"National Natural Science Foundation of China","ror":"https://ror.org/01h0zpd94"},{"id":"https://openalex.org/F4320321435","display_name":"Anhui University","ror":"https://ror.org/05th6yx34"},{"id":"https://openalex.org/F4320324174","display_name":"Natural Science Foundation of Shandong Province","ror":null}],"has_content":{"pdf":true,"grobid_xml":true},"content_urls":{"pdf":"https://content.openalex.org/works/W4200043717.pdf","grobid_xml":"https://content.openalex.org/works/W4200043717.grobid-xml"},"referenced_works_count":58,"referenced_works":["https://openalex.org/W14098964","https://openalex.org/W144423133","https://openalex.org/W1667789979","https://openalex.org/W1744224829","https://openalex.org/W1970015742","https://openalex.org/W1989454102","https://openalex.org/W2014946489","https://openalex.org/W2047967134","https://openalex.org/W2063993968","https://openalex.org/W2074231493","https://openalex.org/W2077327925","https://openalex.org/W2090335107","https://openalex.org/W2098318517","https://openalex.org/W2108402531","https://openalex.org/W2111112354","https://openalex.org/W2122211092","https://openalex.org/W2124756133","https://openalex.org/W2125902109","https://openalex.org/W2126619650","https://openalex.org/W2128768066","https://openalex.org/W2131675589","https://openalex.org/W2135836598","https://openalex.org/W2138664009","https://openalex.org/W2141222510","https://openalex.org/W2148974089","https://openalex.org/W2151519667","https://openalex.org/W2152970345","https://openalex.org/W2158135353","https://openalex.org/W2160467221","https://openalex.org/W2219667518","https://openalex.org/W2410390867","https://openalex.org/W2511620854","https://openalex.org/W2519887557","https://openalex.org/W2601934706","https://openalex.org/W2799307902","https://openalex.org/W2903959374","https://openalex.org/W2926842391","https://openalex.org/W2962756421","https://openalex.org/W2964015378","https://openalex.org/W2967638886","https://openalex.org/W2970472075","https://openalex.org/W2972020367","https://openalex.org/W3000082418","https://openalex.org/W3016873403","https://openalex.org/W3033736933","https://openalex.org/W3046022368","https://openalex.org/W3093030756","https://openalex.org/W3093996932","https://openalex.org/W3094483199","https://openalex.org/W3117766849","https://openalex.org/W3128906305","https://openalex.org/W3146565636","https://openalex.org/W3155403258","https://openalex.org/W3157330827","https://openalex.org/W3158143432","https://openalex.org/W4246271082","https://openalex.org/W4297571622","https://openalex.org/W6707620307"],"related_works":["https://openalex.org/W3013693939","https://openalex.org/W2159052453","https://openalex.org/W2566616303","https://openalex.org/W3131327266","https://openalex.org/W2734887215","https://openalex.org/W4297051394","https://openalex.org/W2752972570","https://openalex.org/W2891286602","https://openalex.org/W2057742104","https://openalex.org/W4283692078"],"abstract_inverted_index":{"microRNAs":[0],"(miRNAs)":[1],"are":[2,23],"small":[3],"non-coding":[4],"RNAs":[5],"related":[6],"to":[7,33,44,93,101,131,157,179,201,214],"a":[8,67,95,194],"number":[9],"of":[10,17,48,59,105,121,135,165,171,205,218],"complicated":[11],"biological":[12],"processes.":[13],"A":[14],"growing":[15],"body":[16],"studies":[18,192],"have":[19],"suggested":[20],"that":[21,210],"miRNAs":[22,36,106,122,148],"closely":[24],"associated":[25],"with":[26],"many":[27],"human":[28,196],"diseases.":[29,61,108],"It":[30],"is":[31,99],"meaningful":[32],"consider":[34],"disease-related":[35],"as":[37],"potential":[38,216],"biomarkers,":[39],"which":[40,98],"could":[41],"greatly":[42],"contribute":[43],"understanding":[45],"the":[46,53,80,103,119,159,169,188,203],"mechanisms":[47],"complex":[49],"diseases":[50,150,197],"and":[51,57,89,107,115,123,149],"benefit":[52],"prevention,":[54],"detection,":[55],"diagnosis":[56],"treatment":[58],"extraordinary":[60],"In":[62,79,109],"this":[63],"study,":[64],"we":[65,83,111,142,173],"presented":[66],"novel":[68],"model":[69,182],"named":[70],"Graph":[71],"Convolutional":[72],"Autoencoder":[73],"for":[74],"miRNA-Disease":[75],"Association":[76],"Prediction":[77],"(GCAEMDA).":[78],"proposed":[81],"model,":[82],"utilized":[84,130],"miRNA-miRNA":[85],"similarities,":[86],"disease-disease":[87],"similarities":[88],"verified":[90],"miRNA-disease":[91,136],"associations":[92,217],"construct":[94],"heterogeneous":[96],"network,":[97],"applied":[100,174],"learn":[102],"embeddings":[104,120],"addition,":[110],"separately":[112],"constructed":[113],"miRNA-based":[114],"disease-based":[116],"sub-networks.":[117],"Combining":[118],"diseases,":[124],"graph":[125],"convolutional":[126],"autoencoder":[127],"(GCAE)":[128],"was":[129,212],"calculate":[132],"association":[133],"scores":[134,146,161],"on":[137,193],"two":[138,163],"sub-networks,":[139],"respectively.":[140],"Furthermore,":[141],"obtained":[143],"final":[144],"prediction":[145,160],"between":[147],"by":[151],"adopting":[152],"an":[153],"average":[154],"ensemble":[155],"way":[156],"integrate":[158],"from":[162],"types":[164],"subnetworks.":[166],"To":[167],"indicate":[168],"accuracy":[170],"GCAEMDA,":[172],"different":[175],"cross":[176],"validation":[177],"methods":[178],"evaluate":[180],"our":[181],"whose":[183],"performances":[184],"were":[185,198],"better":[186],"than":[187],"state-of-the-art":[189],"models.":[190],"Case":[191],"common":[195],"also":[199],"implemented":[200],"prove":[202],"effectiveness":[204],"GCAEMDA.":[206],"The":[207],"results":[208],"demonstrated":[209],"GCAEMDA":[211],"beneficial":[213],"infer":[215],"miRNA-disease.":[219]},"counts_by_year":[{"year":2025,"cited_by_count":3},{"year":2024,"cited_by_count":6},{"year":2023,"cited_by_count":8},{"year":2022,"cited_by_count":5}],"updated_date":"2026-03-20T23:20:44.827607","created_date":"2025-10-10T00:00:00"}