{"id":"https://openalex.org/W4406238047","doi":"https://doi.org/10.1109/bibm62325.2024.10822253","title":"Enhancing miRNA-Disease Prediction with Attention-Based Multi-View Contrastive Learning","display_name":"Enhancing miRNA-Disease Prediction with Attention-Based Multi-View Contrastive Learning","publication_year":2024,"publication_date":"2024-12-03","ids":{"openalex":"https://openalex.org/W4406238047","doi":"https://doi.org/10.1109/bibm62325.2024.10822253"},"language":"en","primary_location":{"id":"doi:10.1109/bibm62325.2024.10822253","is_oa":false,"landing_page_url":"https://doi.org/10.1109/bibm62325.2024.10822253","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2024 IEEE International Conference on Bioinformatics and Biomedicine (BIBM)","raw_type":"proceedings-article"},"type":"conference-paper","indexed_in":["crossref"],"open_access":{"is_oa":false,"oa_status":"closed","oa_url":null,"any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5101180908","display_name":"Tianxiang Ouyang","orcid":"https://orcid.org/0009-0002-1951-7184"},"institutions":[{"id":"https://openalex.org/I139660479","display_name":"Central South University","ror":"https://ror.org/00f1zfq44","country_code":"CN","type":"education","lineage":["https://openalex.org/I139660479"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Tianxiang Ouyang","raw_affiliation_strings":["Central South University,School of Computer Science and Engineering,Changsha,China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Central South University,School of Computer Science and Engineering,Changsha,China","institution_ids":["https://openalex.org/I139660479"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101972109","display_name":"Zhijian Huang","orcid":"https://orcid.org/0000-0001-7169-9689"},"institutions":[{"id":"https://openalex.org/I139660479","display_name":"Central South University","ror":"https://ror.org/00f1zfq44","country_code":"CN","type":"education","lineage":["https://openalex.org/I139660479"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Zhijian Huang","raw_affiliation_strings":["Central South University,School of Computer Science and Engineering,Changsha,China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Central South University,School of Computer Science and Engineering,Changsha,China","institution_ids":["https://openalex.org/I139660479"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5113262237","display_name":"Lei Deng","orcid":null},"institutions":[{"id":"https://openalex.org/I139660479","display_name":"Central South University","ror":"https://ror.org/00f1zfq44","country_code":"CN","type":"education","lineage":["https://openalex.org/I139660479"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Lei Deng","raw_affiliation_strings":["Central South University,School of Computer Science and Engineering,Changsha,China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Central South University,School of Computer Science and Engineering,Changsha,China","institution_ids":["https://openalex.org/I139660479"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":[],"corresponding_institution_ids":["https://openalex.org/I139660479"],"apc_list":null,"apc_paid":null,"fwci":4.006,"has_fulltext":false,"cited_by_count":1,"citation_normalized_percentile":{"value":0.93263473,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":94,"max":97},"biblio":{"volume":null,"issue":null,"first_page":"1104","last_page":"1109"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10062","display_name":"MicroRNA in disease regulation","score":0.9984999895095825,"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":0.9984999895095825,"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":0.9957000017166138,"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":0.9143000245094299,"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/computer-science","display_name":"Computer science","score":0.7611984014511108},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.4712296724319458},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.4333813786506653}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7611984014511108},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.4712296724319458},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.4333813786506653}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/bibm62325.2024.10822253","is_oa":false,"landing_page_url":"https://doi.org/10.1109/bibm62325.2024.10822253","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2024 IEEE International Conference on Bioinformatics and Biomedicine (BIBM)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":27,"referenced_works":["https://openalex.org/W1928264125","https://openalex.org/W2014946489","https://openalex.org/W2090335107","https://openalex.org/W2106029302","https://openalex.org/W2129158737","https://openalex.org/W2141222510","https://openalex.org/W2146292498","https://openalex.org/W2410390867","https://openalex.org/W2592189645","https://openalex.org/W2743418339","https://openalex.org/W2765950793","https://openalex.org/W2909927673","https://openalex.org/W2962928958","https://openalex.org/W2995337846","https://openalex.org/W3000082418","https://openalex.org/W3093996932","https://openalex.org/W3195247250","https://openalex.org/W4226210383","https://openalex.org/W4246271082","https://openalex.org/W4283726969","https://openalex.org/W4323974793","https://openalex.org/W4383711298","https://openalex.org/W4391005914","https://openalex.org/W4394735448","https://openalex.org/W4394853685","https://openalex.org/W6726873649","https://openalex.org/W6803318553"],"related_works":["https://openalex.org/W2961085424","https://openalex.org/W4306674287","https://openalex.org/W4387369504","https://openalex.org/W3046775127","https://openalex.org/W4394896187","https://openalex.org/W3170094116","https://openalex.org/W4386462264","https://openalex.org/W3107602296","https://openalex.org/W4364306694","https://openalex.org/W4312192474"],"abstract_inverted_index":{"MicroRNAs":[0],"(miRNAs)":[1],"play":[2],"a":[3,51],"critical":[4],"role":[5],"in":[6,15,111],"gene":[7],"expression":[8],"regulation,":[9],"and":[10,20,32,58,68,70,74,92,122,128],"their":[11,102],"dysregulation":[12],"is":[13,26],"implicated":[14],"diseases":[16,69],"such":[17],"as":[18],"cancer":[19],"cardiovascular":[21],"disorders.":[22],"Identifying":[23],"miRNA-disease":[24],"associations":[25],"therefore":[27],"crucial":[28],"for":[29,35,47,66,119,130],"advancing":[30],"prevention":[31],"treatment":[33],"strategies":[34],"these":[36],"conditions.":[37],"We":[38],"introduce":[39],"MCLAMDA":[40,61,131],"(Multi-view":[41],"Contrastive":[42],"Learning":[43],"with":[44],"Attention":[45],"Mechanism":[46],"miRNA-Disease":[48],"Association":[49],"Prediction),":[50],"novel":[52],"method":[53],"inspired":[54],"by":[55,90],"contrastive":[56,76],"learning":[57,77],"attention":[59,84],"mechanisms.":[60],"constructs":[62],"diverse":[63],"similarity":[64],"networks":[65],"miRNAs":[67],"employs":[71],"both":[72],"topological":[73],"feature":[75],"to":[78],"capture":[79],"comprehensive":[80],"node":[81,94],"information.":[82],"An":[83],"mechanism":[85],"further":[86],"enhances":[87],"the":[88,98],"model":[89],"weighting":[91],"aggregating":[93],"features":[95],"based":[96],"on":[97],"relative":[99],"importance":[100],"of":[101],"neighboring":[103],"nodes.":[104],"Our":[105],"approach":[106],"outperforms":[107],"five":[108],"state-of-the-art":[109],"methods":[110],"predictive":[112,124],"accuracy.":[113],"Case":[114],"studies":[115],"provide":[116],"additional":[117],"support":[118],"MCLAMDA\u2019s":[120],"robustness":[121],"reliable":[123],"performance.":[125],"The":[126],"code":[127],"data":[129],"are":[132],"available":[133],"at":[134],"https://github.com/Ouyang-cmd/MCLAMDA.":[135]},"counts_by_year":[{"year":2026,"cited_by_count":1}],"updated_date":"2026-07-29T14:22:42.915294","created_date":"2025-10-10T00:00:00"}