{"id":"https://openalex.org/W7169854078","doi":"https://doi.org/10.1016/j.compbiomed.2026.111860","title":"UMCA-Net: Uncertainty-aware multi-stage cross-attention for cost-aware multi-omics data classification","display_name":"UMCA-Net: Uncertainty-aware multi-stage cross-attention for cost-aware multi-omics data classification","publication_year":2026,"publication_date":"2026-07-21","ids":{"openalex":"https://openalex.org/W7169854078","doi":"https://doi.org/10.1016/j.compbiomed.2026.111860","pmid":"https://pubmed.ncbi.nlm.nih.gov/42480126"},"language":"en","primary_location":{"id":"doi:10.1016/j.compbiomed.2026.111860","is_oa":false,"landing_page_url":"https://doi.org/10.1016/j.compbiomed.2026.111860","pdf_url":null,"source":{"id":"https://openalex.org/S44278595","display_name":"Computers in Biology and Medicine","issn_l":"0010-4825","issn":["0010-4825","1879-0534"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310320990","host_organization_name":"Elsevier BV","host_organization_lineage":["https://openalex.org/P4310320990"],"host_organization_lineage_names":["Elsevier BV"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Computers in Biology and Medicine","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/A5124717409","display_name":"Yehong Huang","orcid":null},"institutions":[{"id":"https://openalex.org/I172980758","display_name":"Kennesaw State University","ror":"https://ror.org/00jeqjx33","country_code":"US","type":"education","lineage":["https://openalex.org/I172980758"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Yehong Huang","raw_affiliation_strings":["Department of Computer Science, Kennesaw State University, 680 Arntson Dr, Marietta, GA 30060, USA. Electronic address: yhuang27@students.kennesaw.edu"],"raw_orcid":"https://orcid.org/0009-0002-2758-8126","affiliations":[{"raw_affiliation_string":"Department of Computer Science, Kennesaw State University, 680 Arntson Dr, Marietta, GA 30060, USA. Electronic address: yhuang27@students.kennesaw.edu","institution_ids":["https://openalex.org/I172980758"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5135148773","display_name":"Huan Huang","orcid":"https://orcid.org/0009-0004-3988-762X"},"institutions":[{"id":"https://openalex.org/I172980758","display_name":"Kennesaw State University","ror":"https://ror.org/00jeqjx33","country_code":"US","type":"education","lineage":["https://openalex.org/I172980758"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Huan Huang","raw_affiliation_strings":["Department of Computer Science, Kennesaw State University, 680 Arntson Dr, Marietta, GA 30060, USA. Electronic address: hhuang10@students.kennesaw.edu"],"raw_orcid":"https://orcid.org/0009-0004-3988-762X","affiliations":[{"raw_affiliation_string":"Department of Computer Science, Kennesaw State University, 680 Arntson Dr, Marietta, GA 30060, USA. Electronic address: hhuang10@students.kennesaw.edu","institution_ids":["https://openalex.org/I172980758"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5087326137","display_name":"Selena He","orcid":"https://orcid.org/0000-0002-2332-9816"},"institutions":[{"id":"https://openalex.org/I172980758","display_name":"Kennesaw State University","ror":"https://ror.org/00jeqjx33","country_code":"US","type":"education","lineage":["https://openalex.org/I172980758"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Selena He","raw_affiliation_strings":["Department of Computer Science, Kennesaw State University, 680 Arntson Dr, Marietta, GA 30060, USA. Electronic address: she4@kennesaw.edu"],"raw_orcid":"https://orcid.org/0000-0002-2332-9816","affiliations":[{"raw_affiliation_string":"Department of Computer Science, Kennesaw State University, 680 Arntson Dr, Marietta, GA 30060, USA. Electronic address: she4@kennesaw.edu","institution_ids":["https://openalex.org/I172980758"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5100352002","display_name":"Zhao Chen","orcid":"https://orcid.org/0000-0002-5782-3329"},"institutions":[{"id":"https://openalex.org/I172980758","display_name":"Kennesaw State University","ror":"https://ror.org/00jeqjx33","country_code":"US","type":"education","lineage":["https://openalex.org/I172980758"]}],"countries":["US"],"is_corresponding":true,"raw_author_name":"Chen Zhao","raw_affiliation_strings":["Department of Computer Science, Kennesaw State University, 680 Arntson Dr, Marietta, GA 30060, USA. Electronic address: czhao4@kennesaw.edu"],"raw_orcid":"https://orcid.org/0000-0002-5782-3329","affiliations":[{"raw_affiliation_string":"Department of Computer Science, Kennesaw State University, 680 Arntson Dr, Marietta, GA 30060, USA. Electronic address: czhao4@kennesaw.edu","institution_ids":["https://openalex.org/I172980758"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":["https://openalex.org/A5100352002"],"corresponding_institution_ids":["https://openalex.org/I172980758"],"apc_list":{"value":2610,"currency":"USD","value_usd":2610},"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.84095557,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":"214","issue":null,"first_page":"111860","last_page":"111860"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10887","display_name":"Bioinformatics and Genomic Networks","score":0.31709998846054077,"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/T10887","display_name":"Bioinformatics and Genomic Networks","score":0.31709998846054077,"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/T11273","display_name":"Advanced Graph Neural Networks","score":0.10610000044107437,"subfield":{"id":"https://openalex.org/subfields/1702","display_name":"Artificial Intelligence"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T12026","display_name":"Explainable Artificial Intelligence (XAI)","score":0.08839999884366989,"subfield":{"id":"https://openalex.org/subfields/1702","display_name":"Artificial Intelligence"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/scalability","display_name":"Scalability","score":0.6463000178337097},{"id":"https://openalex.org/keywords/benchmark","display_name":"Benchmark (surveying)","score":0.6256999969482422},{"id":"https://openalex.org/keywords/modalities","display_name":"Modalities","score":0.5557000041007996},{"id":"https://openalex.org/keywords/software-deployment","display_name":"Software deployment","score":0.4530999958515167},{"id":"https://openalex.org/keywords/data-integration","display_name":"Data integration","score":0.4124000072479248},{"id":"https://openalex.org/keywords/trustworthiness","display_name":"Trustworthiness","score":0.36039999127388},{"id":"https://openalex.org/keywords/bridge","display_name":"Bridge (graph theory)","score":0.33410000801086426},{"id":"https://openalex.org/keywords/sensor-fusion","display_name":"Sensor fusion","score":0.3337000012397766},{"id":"https://openalex.org/keywords/core","display_name":"Core (optical fiber)","score":0.3206999897956848}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8327999711036682},{"id":"https://openalex.org/C48044578","wikidata":"https://www.wikidata.org/wiki/Q727490","display_name":"Scalability","level":2,"score":0.6463000178337097},{"id":"https://openalex.org/C185798385","wikidata":"https://www.wikidata.org/wiki/Q1161707","display_name":"Benchmark (surveying)","level":2,"score":0.6256999969482422},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.585099995136261},{"id":"https://openalex.org/C2779903281","wikidata":"https://www.wikidata.org/wiki/Q6888026","display_name":"Modalities","level":2,"score":0.5557000041007996},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.5357000231742859},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.4586000144481659},{"id":"https://openalex.org/C105339364","wikidata":"https://www.wikidata.org/wiki/Q2297740","display_name":"Software deployment","level":2,"score":0.4530999958515167},{"id":"https://openalex.org/C72634772","wikidata":"https://www.wikidata.org/wiki/Q386824","display_name":"Data integration","level":2,"score":0.4124000072479248},{"id":"https://openalex.org/C153701036","wikidata":"https://www.wikidata.org/wiki/Q659974","display_name":"Trustworthiness","level":2,"score":0.36039999127388},{"id":"https://openalex.org/C100776233","wikidata":"https://www.wikidata.org/wiki/Q2532492","display_name":"Bridge (graph theory)","level":2,"score":0.33410000801086426},{"id":"https://openalex.org/C33954974","wikidata":"https://www.wikidata.org/wiki/Q486494","display_name":"Sensor fusion","level":2,"score":0.3337000012397766},{"id":"https://openalex.org/C2164484","wikidata":"https://www.wikidata.org/wiki/Q5170150","display_name":"Core (optical fiber)","level":2,"score":0.3206999897956848},{"id":"https://openalex.org/C2776760102","wikidata":"https://www.wikidata.org/wiki/Q5139990","display_name":"Code (set theory)","level":3,"score":0.3160000145435333},{"id":"https://openalex.org/C2779965156","wikidata":"https://www.wikidata.org/wiki/Q5227350","display_name":"Data sharing","level":3,"score":0.31439998745918274},{"id":"https://openalex.org/C2776145971","wikidata":"https://www.wikidata.org/wiki/Q30673951","display_name":"Labeled data","level":2,"score":0.314300000667572},{"id":"https://openalex.org/C197298091","wikidata":"https://www.wikidata.org/wiki/Q5318963","display_name":"Dynamic data","level":2,"score":0.3102000057697296},{"id":"https://openalex.org/C163985040","wikidata":"https://www.wikidata.org/wiki/Q1172399","display_name":"Data acquisition","level":2,"score":0.3034999966621399},{"id":"https://openalex.org/C67186912","wikidata":"https://www.wikidata.org/wiki/Q367664","display_name":"Data modeling","level":2,"score":0.30239999294281006},{"id":"https://openalex.org/C75684735","wikidata":"https://www.wikidata.org/wiki/Q858810","display_name":"Big data","level":2,"score":0.2935999929904938},{"id":"https://openalex.org/C108583219","wikidata":"https://www.wikidata.org/wiki/Q197536","display_name":"Deep learning","level":2,"score":0.2842999994754791},{"id":"https://openalex.org/C123657996","wikidata":"https://www.wikidata.org/wiki/Q12271","display_name":"Architecture","level":2,"score":0.26809999346733093},{"id":"https://openalex.org/C152124472","wikidata":"https://www.wikidata.org/wiki/Q1204361","display_name":"Redundancy (engineering)","level":2,"score":0.2669000029563904},{"id":"https://openalex.org/C116409475","wikidata":"https://www.wikidata.org/wiki/Q1385056","display_name":"External Data Representation","level":2,"score":0.2572999894618988},{"id":"https://openalex.org/C75291252","wikidata":"https://www.wikidata.org/wiki/Q1315756","display_name":"TRACE (psycholinguistics)","level":2,"score":0.25440001487731934}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1016/j.compbiomed.2026.111860","is_oa":false,"landing_page_url":"https://doi.org/10.1016/j.compbiomed.2026.111860","pdf_url":null,"source":{"id":"https://openalex.org/S44278595","display_name":"Computers in Biology and Medicine","issn_l":"0010-4825","issn":["0010-4825","1879-0534"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310320990","host_organization_name":"Elsevier BV","host_organization_lineage":["https://openalex.org/P4310320990"],"host_organization_lineage_names":["Elsevier BV"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Computers in Biology and Medicine","raw_type":"journal-article"},{"id":"pmid:42480126","is_oa":false,"landing_page_url":"https://pubmed.ncbi.nlm.nih.gov/42480126","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":"Computers in biology and medicine","raw_type":"Journal Article"}],"best_oa_location":null,"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/16","score":0.7029428482055664,"display_name":"Peace, Justice and strong institutions"}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":31,"referenced_works":["https://openalex.org/W1505191356","https://openalex.org/W1812256879","https://openalex.org/W1881929920","https://openalex.org/W1975077471","https://openalex.org/W1995341919","https://openalex.org/W2085262125","https://openalex.org/W2096283457","https://openalex.org/W2119519240","https://openalex.org/W2119821739","https://openalex.org/W2123032740","https://openalex.org/W2135046866","https://openalex.org/W2135670417","https://openalex.org/W2263206910","https://openalex.org/W2406470551","https://openalex.org/W2611138580","https://openalex.org/W2804633924","https://openalex.org/W2884724578","https://openalex.org/W2906821085","https://openalex.org/W2909472027","https://openalex.org/W2963161367","https://openalex.org/W3048631361","https://openalex.org/W3102100346","https://openalex.org/W3170986249","https://openalex.org/W4211064852","https://openalex.org/W4284988770","https://openalex.org/W4294358748","https://openalex.org/W4391294262","https://openalex.org/W4402318685","https://openalex.org/W4407578265","https://openalex.org/W4410192446","https://openalex.org/W4414729983"],"related_works":[],"abstract_inverted_index":null,"counts_by_year":[],"updated_date":"2026-07-23T05:56:39.545243","created_date":"2026-07-22T00:00:00"}
