{"id":"https://openalex.org/W4406597242","doi":"https://doi.org/10.1021/acs.jcim.4c02250","title":"Predicting circRNA\u2013Disease Associations through Multisource Domain-Aware Embeddings and Feature Projection Networks","display_name":"Predicting circRNA\u2013Disease Associations through Multisource Domain-Aware Embeddings and Feature Projection Networks","publication_year":2025,"publication_date":"2025-01-20","ids":{"openalex":"https://openalex.org/W4406597242","doi":"https://doi.org/10.1021/acs.jcim.4c02250","pmid":"https://pubmed.ncbi.nlm.nih.gov/39829001"},"language":"en","primary_location":{"id":"doi:10.1021/acs.jcim.4c02250","is_oa":false,"landing_page_url":"https://doi.org/10.1021/acs.jcim.4c02250","pdf_url":null,"source":{"id":"https://openalex.org/S167262187","display_name":"Journal of Chemical Information and Modeling","issn_l":"1549-9596","issn":["1549-9596","1549-960X"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310320006","host_organization_name":"American Chemical Society","host_organization_lineage":["https://openalex.org/P4310320006"],"host_organization_lineage_names":["American Chemical Society"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Journal of Chemical Information and Modeling","raw_type":"journal-article"},"type":"article","indexed_in":["crossref","pubmed"],"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/A5101470511","display_name":"Shuai Liang","orcid":"https://orcid.org/0000-0002-9813-6744"},"institutions":[{"id":"https://openalex.org/I4210162994","display_name":"Xijing University","ror":"https://ror.org/05xsjkb63","country_code":"CN","type":"education","lineage":["https://openalex.org/I4210162994"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Si-Zhe Liang","raw_affiliation_strings":["School of Information Engineering","Xijing Univerity","School of Information Engineering, Xijing Univerity, Xi'an 710123, China"],"affiliations":[{"raw_affiliation_string":"School of Information Engineering","institution_ids":[]},{"raw_affiliation_string":"Xijing Univerity","institution_ids":["https://openalex.org/I4210162994"]},{"raw_affiliation_string":"School of Information Engineering, Xijing Univerity, Xi'an 710123, China","institution_ids":["https://openalex.org/I4210162994"]}]},{"author_position":"middle","author":{"id":null,"display_name":"Lei Wang","orcid":"https://orcid.org/0009-0000-4075-098X"},"institutions":[{"id":"https://openalex.org/I25757504","display_name":"China University of Mining and Technology","ror":"https://ror.org/01xt2dr21","country_code":"CN","type":"education","lineage":["https://openalex.org/I25757504"]},{"id":"https://openalex.org/I4210128676","display_name":"Human Computer Interaction (Switzerland)","ror":"https://ror.org/036dv6j71","country_code":"CH","type":"company","lineage":["https://openalex.org/I4210128676"]},{"id":"https://openalex.org/I4210165264","display_name":"Guangxi Academy of Sciences","ror":"https://ror.org/054x1kd82","country_code":"CN","type":"government","lineage":["https://openalex.org/I4210165264"]},{"id":"https://openalex.org/I4390039265","display_name":"PRG S&Tech (South Korea)","ror":"https://ror.org/02sr2ee22","country_code":null,"type":"company","lineage":["https://openalex.org/I4390039265"]}],"countries":["CH","CN"],"is_corresponding":true,"raw_author_name":"Lei Wang","raw_affiliation_strings":["China University of Mining and Technology","Guangxi Academy of Sciences","Guangxi Key Lab of Human-Machine Interaction and Intelligent Decision","School of Computer Science and Technology","School of Computer Science and Technology, China University of Mining and Technology, Xuzhou 221116, China","Guangxi Key Lab of Human-Machine Interaction and Intelligent Decision, Guangxi Academy of Sciences, Nanning 530007, China"],"affiliations":[{"raw_affiliation_string":"China University of Mining and Technology","institution_ids":["https://openalex.org/I25757504"]},{"raw_affiliation_string":"Guangxi Academy of Sciences","institution_ids":["https://openalex.org/I4210165264"]},{"raw_affiliation_string":"Guangxi Key Lab of Human-Machine Interaction and Intelligent Decision","institution_ids":["https://openalex.org/I4210128676"]},{"raw_affiliation_string":"School of Computer Science and Technology","institution_ids":["https://openalex.org/I4390039265"]},{"raw_affiliation_string":"School of Computer Science and Technology, China University of Mining and Technology, Xuzhou 221116, China","institution_ids":["https://openalex.org/I25757504"]},{"raw_affiliation_string":"Guangxi Key Lab of Human-Machine Interaction and Intelligent Decision, Guangxi Academy of Sciences, Nanning 530007, China","institution_ids":["https://openalex.org/I4210165264"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100307081","display_name":"Zhu-Hong You","orcid":"https://orcid.org/0000-0003-0952-8162"},"institutions":[{"id":"https://openalex.org/I17145004","display_name":"Northwestern Polytechnical University","ror":"https://ror.org/01y0j0j86","country_code":"CN","type":"education","lineage":["https://openalex.org/I17145004"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Zhu-Hong You","raw_affiliation_strings":["Northwestern Polytechnical University","School of Computer Science","School of Computer Science, Northwestern Polytechnical University, Xi'an 710129, China"],"affiliations":[{"raw_affiliation_string":"Northwestern Polytechnical University","institution_ids":["https://openalex.org/I17145004"]},{"raw_affiliation_string":"School of Computer Science","institution_ids":[]},{"raw_affiliation_string":"School of Computer Science, Northwestern Polytechnical University, Xi'an 710129, China","institution_ids":["https://openalex.org/I17145004"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5047290329","display_name":"Chang-Qing Yu","orcid":"https://orcid.org/0000-0003-4712-8784"},"institutions":[{"id":"https://openalex.org/I4210162994","display_name":"Xijing University","ror":"https://ror.org/05xsjkb63","country_code":"CN","type":"education","lineage":["https://openalex.org/I4210162994"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Chang-Qing Yu","raw_affiliation_strings":["School of Information Engineering","Xijing Univerity","School of Information Engineering, Xijing Univerity, Xi'an 710123, China"],"affiliations":[{"raw_affiliation_string":"School of Information Engineering","institution_ids":[]},{"raw_affiliation_string":"Xijing Univerity","institution_ids":["https://openalex.org/I4210162994"]},{"raw_affiliation_string":"School of Information Engineering, Xijing Univerity, Xi'an 710123, China","institution_ids":["https://openalex.org/I4210162994"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5013289594","display_name":"Meng-Meng Wei","orcid":null},"institutions":[{"id":"https://openalex.org/I25757504","display_name":"China University of Mining and Technology","ror":"https://ror.org/01xt2dr21","country_code":"CN","type":"education","lineage":["https://openalex.org/I25757504"]},{"id":"https://openalex.org/I4390039265","display_name":"PRG S&Tech (South Korea)","ror":"https://ror.org/02sr2ee22","country_code":null,"type":"company","lineage":["https://openalex.org/I4390039265"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Meng-Meng Wei","raw_affiliation_strings":["China University of Mining and Technology","School of Computer Science and Technology","School of Computer Science and Technology, China University of Mining and Technology, Xuzhou 221116, China"],"affiliations":[{"raw_affiliation_string":"China University of Mining and Technology","institution_ids":["https://openalex.org/I25757504"]},{"raw_affiliation_string":"School of Computer Science and Technology","institution_ids":["https://openalex.org/I4390039265"]},{"raw_affiliation_string":"School of Computer Science and Technology, China University of Mining and Technology, Xuzhou 221116, China","institution_ids":["https://openalex.org/I25757504"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5019466959","display_name":"Yu Ping Wei","orcid":null},"institutions":[{"id":"https://openalex.org/I4210162994","display_name":"Xijing University","ror":"https://ror.org/05xsjkb63","country_code":"CN","type":"education","lineage":["https://openalex.org/I4210162994"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yu Wei","raw_affiliation_strings":["School of Information Engineering","Xijing Univerity","School of Information Engineering, Xijing Univerity, Xi'an 710123, China"],"affiliations":[{"raw_affiliation_string":"School of Information Engineering","institution_ids":[]},{"raw_affiliation_string":"Xijing Univerity","institution_ids":["https://openalex.org/I4210162994"]},{"raw_affiliation_string":"School of Information Engineering, Xijing Univerity, Xi'an 710123, China","institution_ids":["https://openalex.org/I4210162994"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5064637060","display_name":"Tai-Long Shi","orcid":"https://orcid.org/0000-0002-0751-3410"},"institutions":[{"id":"https://openalex.org/I4210162994","display_name":"Xijing University","ror":"https://ror.org/05xsjkb63","country_code":"CN","type":"education","lineage":["https://openalex.org/I4210162994"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Tai-Long Shi","raw_affiliation_strings":["School of Information Engineering","Xijing Univerity","School of Information Engineering, Xijing Univerity, Xi'an 710123, China"],"affiliations":[{"raw_affiliation_string":"School of Information Engineering","institution_ids":[]},{"raw_affiliation_string":"Xijing Univerity","institution_ids":["https://openalex.org/I4210162994"]},{"raw_affiliation_string":"School of Information Engineering, Xijing Univerity, Xi'an 710123, China","institution_ids":["https://openalex.org/I4210162994"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5100612955","display_name":"Jiang Chen","orcid":"https://orcid.org/0009-0004-5630-8335"},"institutions":[{"id":"https://openalex.org/I4210162994","display_name":"Xijing University","ror":"https://ror.org/05xsjkb63","country_code":"CN","type":"education","lineage":["https://openalex.org/I4210162994"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Chen Jiang","raw_affiliation_strings":["School of Information Engineering","Xijing Univerity","School of Information Engineering, Xijing Univerity, Xi'an 710123, China"],"affiliations":[{"raw_affiliation_string":"School of Information Engineering","institution_ids":[]},{"raw_affiliation_string":"Xijing Univerity","institution_ids":["https://openalex.org/I4210162994"]},{"raw_affiliation_string":"School of Information Engineering, Xijing Univerity, Xi'an 710123, China","institution_ids":["https://openalex.org/I4210162994"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":8,"corresponding_author_ids":["https://openalex.org/A5047290329","https://openalex.org/A5100307081"],"corresponding_institution_ids":["https://openalex.org/I17145004","https://openalex.org/I25757504","https://openalex.org/I4210128676","https://openalex.org/I4210162994","https://openalex.org/I4210165264","https://openalex.org/I4390039265"],"apc_list":null,"apc_paid":null,"fwci":11.9976,"has_fulltext":false,"cited_by_count":16,"citation_normalized_percentile":{"value":0.98860198,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":98,"max":100},"biblio":{"volume":"65","issue":"3","first_page":"1666","last_page":"1676"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11765","display_name":"Circular RNAs in diseases","score":1.0,"subfield":{"id":"https://openalex.org/subfields/1312","display_name":"Molecular Biology"},"field":{"id":"https://openalex.org/fields/13","display_name":"Biochemistry, Genetics and Molecular Biology"},"domain":{"id":"https://openalex.org/domains/1","display_name":"Life Sciences"}},"topics":[{"id":"https://openalex.org/T11765","display_name":"Circular RNAs in diseases","score":1.0,"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/T10515","display_name":"Cancer-related molecular mechanisms research","score":0.9965000152587891,"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/T10062","display_name":"MicroRNA in disease regulation","score":0.9919999837875366,"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/feature","display_name":"Feature (linguistics)","score":0.6370393633842468},{"id":"https://openalex.org/keywords/projection","display_name":"Projection (relational algebra)","score":0.5814188718795776},{"id":"https://openalex.org/keywords/domain","display_name":"Domain (mathematical analysis)","score":0.5807148218154907},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.5733721256256104},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.5542947053909302},{"id":"https://openalex.org/keywords/disease","display_name":"Disease","score":0.4356321096420288},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.41553401947021484},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.325837641954422},{"id":"https://openalex.org/keywords/medicine","display_name":"Medicine","score":0.22505563497543335},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.17583033442497253},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.09351789951324463},{"id":"https://openalex.org/keywords/internal-medicine","display_name":"Internal medicine","score":0.08642807602882385}],"concepts":[{"id":"https://openalex.org/C2776401178","wikidata":"https://www.wikidata.org/wiki/Q12050496","display_name":"Feature (linguistics)","level":2,"score":0.6370393633842468},{"id":"https://openalex.org/C57493831","wikidata":"https://www.wikidata.org/wiki/Q3134666","display_name":"Projection (relational algebra)","level":2,"score":0.5814188718795776},{"id":"https://openalex.org/C36503486","wikidata":"https://www.wikidata.org/wiki/Q11235244","display_name":"Domain (mathematical analysis)","level":2,"score":0.5807148218154907},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.5733721256256104},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5542947053909302},{"id":"https://openalex.org/C2779134260","wikidata":"https://www.wikidata.org/wiki/Q12136","display_name":"Disease","level":2,"score":0.4356321096420288},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.41553401947021484},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.325837641954422},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.22505563497543335},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.17583033442497253},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.09351789951324463},{"id":"https://openalex.org/C126322002","wikidata":"https://www.wikidata.org/wiki/Q11180","display_name":"Internal medicine","level":1,"score":0.08642807602882385},{"id":"https://openalex.org/C138885662","wikidata":"https://www.wikidata.org/wiki/Q5891","display_name":"Philosophy","level":0,"score":0.0},{"id":"https://openalex.org/C134306372","wikidata":"https://www.wikidata.org/wiki/Q7754","display_name":"Mathematical analysis","level":1,"score":0.0},{"id":"https://openalex.org/C41895202","wikidata":"https://www.wikidata.org/wiki/Q8162","display_name":"Linguistics","level":1,"score":0.0}],"mesh":[{"descriptor_ui":"D000079962","descriptor_name":"RNA, Circular","qualifier_ui":"Q000235","qualifier_name":"genetics","is_major_topic":true},{"descriptor_ui":"D000079962","descriptor_name":"RNA, Circular","qualifier_ui":"Q000235","qualifier_name":"genetics","is_major_topic":true},{"descriptor_ui":"D000079962","descriptor_name":"RNA, Circular","qualifier_ui":"Q000235","qualifier_name":"genetics","is_major_topic":true},{"descriptor_ui":"D000079962","descriptor_name":"RNA, Circular","qualifier_ui":"Q000378","qualifier_name":"metabolism","is_major_topic":true},{"descriptor_ui":"D000079962","descriptor_name":"RNA, Circular","qualifier_ui":"Q000378","qualifier_name":"metabolism","is_major_topic":true},{"descriptor_ui":"D000079962","descriptor_name":"RNA, Circular","qualifier_ui":"Q000378","qualifier_name":"metabolism","is_major_topic":true},{"descriptor_ui":"D004194","descriptor_name":"Disease","qualifier_ui":"Q000235","qualifier_name":"genetics","is_major_topic":false},{"descriptor_ui":"D004194","descriptor_name":"Disease","qualifier_ui":"Q000235","qualifier_name":"genetics","is_major_topic":true},{"descriptor_ui":"D004194","descriptor_name":"Disease","qualifier_ui":"Q000235","qualifier_name":"genetics","is_major_topic":true},{"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":true},{"descriptor_ui":"D019295","descriptor_name":"Computational Biology","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":true}],"locations_count":2,"locations":[{"id":"doi:10.1021/acs.jcim.4c02250","is_oa":false,"landing_page_url":"https://doi.org/10.1021/acs.jcim.4c02250","pdf_url":null,"source":{"id":"https://openalex.org/S167262187","display_name":"Journal of Chemical Information and Modeling","issn_l":"1549-9596","issn":["1549-9596","1549-960X"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310320006","host_organization_name":"American Chemical Society","host_organization_lineage":["https://openalex.org/P4310320006"],"host_organization_lineage_names":["American Chemical Society"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Journal of Chemical Information and Modeling","raw_type":"journal-article"},{"id":"pmid:39829001","is_oa":false,"landing_page_url":"https://pubmed.ncbi.nlm.nih.gov/39829001","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":"Journal of chemical information and modeling","raw_type":null}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[{"id":"https://openalex.org/G3588239447","display_name":null,"funder_award_id":"61702444","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G3639475604","display_name":null,"funder_award_id":"62325308","funder_id":"https://openalex.org/F4320336125","funder_display_name":"National Science Fund for Distinguished Young Scholars"},{"id":"https://openalex.org/G369388814","display_name":null,"funder_award_id":"62273284","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G4306865477","display_name":null,"funder_award_id":"ZR2022LZL003","funder_id":"https://openalex.org/F4320324174","funder_display_name":"Natural Science Foundation of Shandong Province"},{"id":"https://openalex.org/G7911954467","display_name":null,"funder_award_id":"62172355","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G8089341867","display_name":null,"funder_award_id":"2023JJA170118","funder_id":"https://openalex.org/F4320313613","funder_display_name":"Natural Science Foundation of Guangxi Zhuang Autonomous Region"},{"id":"https://openalex.org/G8771435340","display_name":null,"funder_award_id":"2022JJD170019","funder_id":"https://openalex.org/F4320313613","funder_display_name":"Natural Science Foundation of Guangxi Zhuang Autonomous Region"}],"funders":[{"id":"https://openalex.org/F4320313613","display_name":"Natural Science Foundation of Guangxi Zhuang Autonomous Region","ror":null},{"id":"https://openalex.org/F4320321001","display_name":"National Natural Science Foundation of China","ror":"https://ror.org/01h0zpd94"},{"id":"https://openalex.org/F4320324174","display_name":"Natural Science Foundation of Shandong Province","ror":null},{"id":"https://openalex.org/F4320336125","display_name":"National Science Fund for Distinguished Young Scholars","ror":null}],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":54,"referenced_works":["https://openalex.org/W1583837637","https://openalex.org/W2017919052","https://openalex.org/W2029838682","https://openalex.org/W2034587103","https://openalex.org/W2141222510","https://openalex.org/W2174181728","https://openalex.org/W2736210886","https://openalex.org/W2800766678","https://openalex.org/W2807602500","https://openalex.org/W2884943532","https://openalex.org/W2899436082","https://openalex.org/W2923922207","https://openalex.org/W2980767508","https://openalex.org/W2999499437","https://openalex.org/W2999565738","https://openalex.org/W3020614442","https://openalex.org/W3034046925","https://openalex.org/W3085038881","https://openalex.org/W3109268452","https://openalex.org/W3117084002","https://openalex.org/W3157479389","https://openalex.org/W3167160116","https://openalex.org/W3201174847","https://openalex.org/W4200310000","https://openalex.org/W4210852391","https://openalex.org/W4226097900","https://openalex.org/W4246271082","https://openalex.org/W4307000327","https://openalex.org/W4375955768","https://openalex.org/W4386307602","https://openalex.org/W4388820050","https://openalex.org/W4390619869","https://openalex.org/W4391280459","https://openalex.org/W4391296859","https://openalex.org/W4391343199","https://openalex.org/W4391618879","https://openalex.org/W4392119327","https://openalex.org/W4392195414","https://openalex.org/W4392393056","https://openalex.org/W4392558716","https://openalex.org/W4392975559","https://openalex.org/W4393972784","https://openalex.org/W4394773567","https://openalex.org/W4399369411","https://openalex.org/W4400362549","https://openalex.org/W4401009333","https://openalex.org/W4401441638","https://openalex.org/W4401458581","https://openalex.org/W4401532898","https://openalex.org/W4402253613","https://openalex.org/W4402472520","https://openalex.org/W4402613109","https://openalex.org/W4404238200","https://openalex.org/W4404638391"],"related_works":["https://openalex.org/W3147584709","https://openalex.org/W2961085424","https://openalex.org/W2977677679","https://openalex.org/W1992327129","https://openalex.org/W2351452215","https://openalex.org/W2381986121","https://openalex.org/W2617963432","https://openalex.org/W2370918718","https://openalex.org/W4224009465","https://openalex.org/W2256933480"],"abstract_inverted_index":{"Recent":[0],"studies":[1],"have":[2],"highlighted":[3],"the":[4,31,37,41,49],"significant":[5],"role":[6],"of":[7,44,52,136,148],"circular":[8],"RNAs":[9],"(circRNAs)":[10],"in":[11],"various":[12],"diseases.":[13,77,129],"Accurately":[14],"predicting":[15,175],"circRNA-disease":[16,46,92,151,176],"associations":[17,47,125],"is":[18,169],"crucial":[19],"for":[20,174],"understanding":[21],"their":[22],"biological":[23,53,58],"functions":[24],"and":[25,48,65,105,116,128,159],"disease":[26],"mechanisms.":[27],"This":[28],"work":[29],"introduces":[30],"MNDCDA":[32,55,131,168],"method,":[33],"designed":[34],"to":[35,70,76,84,183],"address":[36],"challenges":[38],"posed":[39],"by":[40],"limited":[42],"number":[43],"known":[45],"high":[50],"cost":[51],"experiments.":[54],"integrates":[56],"multiple":[57],"data":[59,81],"sources":[60],"with":[61],"neighborhood-aware":[62,97],"embedding":[63,98],"models":[64],"deep":[66,108],"feature":[67,109,114],"projection":[68,110],"networks":[69,111],"predict":[71],"potential":[72],"pathways":[73],"linking":[74],"circRNAs":[75,104,127],"Initially,":[78],"comprehensive":[79],"biometric":[80],"are":[82],"used":[83],"construct":[85],"four":[86],"similarity":[87],"networks,":[88],"forming":[89],"a":[90,96,120,139,170],"diverse":[91],"interaction":[93],"framework.":[94],"Next,":[95],"model":[99,132],"captures":[100],"structural":[101],"information":[102],"about":[103],"diseases,":[106],"while":[107,181],"learn":[112],"high-order":[113],"interactions":[115],"nonlinear":[117],"connections.":[118],"Finally,":[119],"bilinear":[121],"decoder":[122],"identifies":[123],"novel":[124],"between":[126],"The":[130],"achieved":[133],"an":[134],"AUC":[135],"0.9070":[137],"on":[138],"constructed":[140],"benchmark":[141],"dataset.":[142],"In":[143],"case":[144],"studies,":[145],"25":[146],"out":[147],"30":[149],"predicted":[150],"pairs":[152],"were":[153],"validated":[154],"through":[155],"wet":[156],"lab":[157],"experiments":[158],"published":[160],"literature.":[161],"These":[162],"extensive":[163],"experimental":[164],"results":[165],"demonstrate":[166],"that":[167],"robust":[171],"computational":[172],"tool":[173],"associations,":[177],"providing":[178],"valuable":[179],"insights":[180],"helping":[182],"reduce":[184],"research":[185],"costs.":[186]},"counts_by_year":[{"year":2026,"cited_by_count":2},{"year":2025,"cited_by_count":14}],"updated_date":"2026-04-14T08:04:32.555800","created_date":"2025-10-10T00:00:00"}