{"id":"https://openalex.org/W4379875432","doi":"https://doi.org/10.1007/s42979-023-01839-5","title":"MC-NN: An End-to-End Multi-Channel Neural Network Approach for Predicting Influenza A Virus Hosts and Antigenic Types","display_name":"MC-NN: An End-to-End Multi-Channel Neural Network Approach for Predicting Influenza A Virus Hosts and Antigenic Types","publication_year":2023,"publication_date":"2023-06-08","ids":{"openalex":"https://openalex.org/W4379875432","doi":"https://doi.org/10.1007/s42979-023-01839-5"},"language":"en","primary_location":{"id":"doi:10.1007/s42979-023-01839-5","is_oa":true,"landing_page_url":"https://doi.org/10.1007/s42979-023-01839-5","pdf_url":"https://link.springer.com/content/pdf/10.1007/s42979-023-01839-5.pdf","source":{"id":"https://openalex.org/S4210174798","display_name":"SN Computer Science","issn_l":"2661-8907","issn":["2661-8907","2662-995X"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319965","host_organization_name":"Springer Nature","host_organization_lineage":["https://openalex.org/P4310319965"],"host_organization_lineage_names":["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":"SN Computer Science","raw_type":"journal-article"},"type":"article","indexed_in":["arxiv","crossref"],"open_access":{"is_oa":true,"oa_status":"hybrid","oa_url":"https://link.springer.com/content/pdf/10.1007/s42979-023-01839-5.pdf","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5007408738","display_name":"Yanhua Xu","orcid":"https://orcid.org/0000-0003-1028-9023"},"institutions":[{"id":"https://openalex.org/I146655781","display_name":"University of Liverpool","ror":"https://ror.org/04xs57h96","country_code":"GB","type":"education","lineage":["https://openalex.org/I146655781"]}],"countries":["GB"],"is_corresponding":true,"raw_author_name":"Yanhua Xu","raw_affiliation_strings":["Department of Computer Science, University of Liverpool, Liverpool, Merseyside, L69 3BX, UK"],"affiliations":[{"raw_affiliation_string":"Department of Computer Science, University of Liverpool, Liverpool, Merseyside, L69 3BX, UK","institution_ids":["https://openalex.org/I146655781"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5001234060","display_name":"Dominik Wojtczak","orcid":"https://orcid.org/0000-0001-5560-0546"},"institutions":[{"id":"https://openalex.org/I146655781","display_name":"University of Liverpool","ror":"https://ror.org/04xs57h96","country_code":"GB","type":"education","lineage":["https://openalex.org/I146655781"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"Dominik Wojtczak","raw_affiliation_strings":["Department of Computer Science, University of Liverpool, Liverpool, Merseyside, L69 3BX, UK"],"affiliations":[{"raw_affiliation_string":"Department of Computer Science, University of Liverpool, Liverpool, Merseyside, L69 3BX, UK","institution_ids":["https://openalex.org/I146655781"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":["https://openalex.org/A5007408738"],"corresponding_institution_ids":["https://openalex.org/I146655781"],"apc_list":{"value":2290,"currency":"EUR","value_usd":2890},"apc_paid":{"value":2290,"currency":"EUR","value_usd":2890},"fwci":1.0855,"has_fulltext":true,"cited_by_count":5,"citation_normalized_percentile":{"value":0.7830388,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":97},"biblio":{"volume":"4","issue":"5","first_page":null,"last_page":null},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10167","display_name":"Influenza Virus Research Studies","score":0.9998999834060669,"subfield":{"id":"https://openalex.org/subfields/2713","display_name":"Epidemiology"},"field":{"id":"https://openalex.org/fields/27","display_name":"Medicine"},"domain":{"id":"https://openalex.org/domains/4","display_name":"Health Sciences"}},"topics":[{"id":"https://openalex.org/T10167","display_name":"Influenza Virus Research Studies","score":0.9998999834060669,"subfield":{"id":"https://openalex.org/subfields/2713","display_name":"Epidemiology"},"field":{"id":"https://openalex.org/fields/27","display_name":"Medicine"},"domain":{"id":"https://openalex.org/domains/4","display_name":"Health Sciences"}},{"id":"https://openalex.org/T12576","display_name":"vaccines and immunoinformatics approaches","score":0.9980999827384949,"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/T12254","display_name":"Machine Learning in Bioinformatics","score":0.9969000220298767,"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/neuraminidase","display_name":"Neuraminidase","score":0.7231537103652954},{"id":"https://openalex.org/keywords/hemagglutinin","display_name":"Hemagglutinin (influenza)","score":0.6067314743995667},{"id":"https://openalex.org/keywords/host","display_name":"Host (biology)","score":0.5650990605354309},{"id":"https://openalex.org/keywords/virology","display_name":"Virology","score":0.5106311440467834},{"id":"https://openalex.org/keywords/antigenic-drift","display_name":"Antigenic drift","score":0.5042062997817993},{"id":"https://openalex.org/keywords/biology","display_name":"Biology","score":0.49858999252319336},{"id":"https://openalex.org/keywords/virus","display_name":"Virus","score":0.48307493329048157},{"id":"https://openalex.org/keywords/artificial-neural-network","display_name":"Artificial neural network","score":0.473619669675827},{"id":"https://openalex.org/keywords/antigen","display_name":"Antigen","score":0.47261738777160645},{"id":"https://openalex.org/keywords/antigenic-shift","display_name":"Antigenic shift","score":0.41752704977989197},{"id":"https://openalex.org/keywords/computational-biology","display_name":"Computational biology","score":0.3951708674430847},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.3590105175971985},{"id":"https://openalex.org/keywords/immunology","display_name":"Immunology","score":0.31796541810035706},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.2830914855003357},{"id":"https://openalex.org/keywords/genetics","display_name":"Genetics","score":0.21919777989387512}],"concepts":[{"id":"https://openalex.org/C134164806","wikidata":"https://www.wikidata.org/wiki/Q409485","display_name":"Neuraminidase","level":3,"score":0.7231537103652954},{"id":"https://openalex.org/C2778692840","wikidata":"https://www.wikidata.org/wiki/Q9136673","display_name":"Hemagglutinin (influenza)","level":3,"score":0.6067314743995667},{"id":"https://openalex.org/C126831891","wikidata":"https://www.wikidata.org/wiki/Q221673","display_name":"Host (biology)","level":2,"score":0.5650990605354309},{"id":"https://openalex.org/C159047783","wikidata":"https://www.wikidata.org/wiki/Q7215","display_name":"Virology","level":1,"score":0.5106311440467834},{"id":"https://openalex.org/C7842527","wikidata":"https://www.wikidata.org/wiki/Q575258","display_name":"Antigenic drift","level":4,"score":0.5042062997817993},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.49858999252319336},{"id":"https://openalex.org/C2522874641","wikidata":"https://www.wikidata.org/wiki/Q808","display_name":"Virus","level":2,"score":0.48307493329048157},{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.473619669675827},{"id":"https://openalex.org/C147483822","wikidata":"https://www.wikidata.org/wiki/Q103537","display_name":"Antigen","level":2,"score":0.47261738777160645},{"id":"https://openalex.org/C86282344","wikidata":"https://www.wikidata.org/wiki/Q575314","display_name":"Antigenic shift","level":5,"score":0.41752704977989197},{"id":"https://openalex.org/C70721500","wikidata":"https://www.wikidata.org/wiki/Q177005","display_name":"Computational biology","level":1,"score":0.3951708674430847},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.3590105175971985},{"id":"https://openalex.org/C203014093","wikidata":"https://www.wikidata.org/wiki/Q101929","display_name":"Immunology","level":1,"score":0.31796541810035706},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.2830914855003357},{"id":"https://openalex.org/C54355233","wikidata":"https://www.wikidata.org/wiki/Q7162","display_name":"Genetics","level":1,"score":0.21919777989387512}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1007/s42979-023-01839-5","is_oa":true,"landing_page_url":"https://doi.org/10.1007/s42979-023-01839-5","pdf_url":"https://link.springer.com/content/pdf/10.1007/s42979-023-01839-5.pdf","source":{"id":"https://openalex.org/S4210174798","display_name":"SN Computer Science","issn_l":"2661-8907","issn":["2661-8907","2662-995X"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319965","host_organization_name":"Springer Nature","host_organization_lineage":["https://openalex.org/P4310319965"],"host_organization_lineage_names":["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":"SN Computer Science","raw_type":"journal-article"},{"id":"pmh:oai:arXiv.org:2306.05587","is_oa":true,"landing_page_url":"http://arxiv.org/abs/2306.05587","pdf_url":"https://arxiv.org/pdf/2306.05587","source":{"id":"https://openalex.org/S4306400194","display_name":"arXiv (Cornell University)","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I205783295","host_organization_name":"Cornell University","host_organization_lineage":["https://openalex.org/I205783295"],"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":"text"}],"best_oa_location":{"id":"doi:10.1007/s42979-023-01839-5","is_oa":true,"landing_page_url":"https://doi.org/10.1007/s42979-023-01839-5","pdf_url":"https://link.springer.com/content/pdf/10.1007/s42979-023-01839-5.pdf","source":{"id":"https://openalex.org/S4210174798","display_name":"SN Computer Science","issn_l":"2661-8907","issn":["2661-8907","2662-995X"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319965","host_organization_name":"Springer Nature","host_organization_lineage":["https://openalex.org/P4310319965"],"host_organization_lineage_names":["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":"SN Computer Science","raw_type":"journal-article"},"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/3","display_name":"Good health and well-being","score":0.6200000047683716}],"awards":[],"funders":[{"id":"https://openalex.org/F4320320323","display_name":"University of Liverpool","ror":"https://ror.org/04xs57h96"}],"has_content":{"grobid_xml":false,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W4379875432.pdf"},"referenced_works_count":38,"referenced_works":["https://openalex.org/W32160621","https://openalex.org/W1486937229","https://openalex.org/W1501531009","https://openalex.org/W1526257973","https://openalex.org/W1976526581","https://openalex.org/W1989837541","https://openalex.org/W2005584594","https://openalex.org/W2027001671","https://openalex.org/W2037844075","https://openalex.org/W2093025410","https://openalex.org/W2128486459","https://openalex.org/W2130355776","https://openalex.org/W2166474856","https://openalex.org/W2340000132","https://openalex.org/W2605343262","https://openalex.org/W2735974022","https://openalex.org/W2736736208","https://openalex.org/W2790624670","https://openalex.org/W2896297654","https://openalex.org/W2897683749","https://openalex.org/W2913765942","https://openalex.org/W2946566846","https://openalex.org/W2949700412","https://openalex.org/W2949759087","https://openalex.org/W2964199361","https://openalex.org/W2981852735","https://openalex.org/W2984993417","https://openalex.org/W2996470210","https://openalex.org/W2998984271","https://openalex.org/W3013637395","https://openalex.org/W3023680553","https://openalex.org/W3048846953","https://openalex.org/W3119872582","https://openalex.org/W3134620343","https://openalex.org/W3190978111","https://openalex.org/W4289779552","https://openalex.org/W6739901393","https://openalex.org/W6778883912"],"related_works":["https://openalex.org/W2306182552","https://openalex.org/W2413010980","https://openalex.org/W2411541542","https://openalex.org/W2903366468","https://openalex.org/W2464109635","https://openalex.org/W1990196323","https://openalex.org/W1945113601","https://openalex.org/W2062740562","https://openalex.org/W2891501213","https://openalex.org/W1964163926"],"abstract_inverted_index":{"Abstract":[0],"Influenza":[1],"poses":[2],"a":[3,67,94],"significant":[4],"threat":[5],"to":[6,54,72],"public":[7],"health,":[8],"particularly":[9,58],"among":[10],"the":[11,29,33,43,74,117,128],"elderly,":[12],"young":[13],"children,":[14],"and":[15,39,45,76,85,102,111,119,130,140],"people":[16],"with":[17],"underlying":[18],"diseases.":[19],"The":[20,114],"manifestation":[21],"of":[22,31,35,42,48,79,98,109,121,133],"severe":[23],"conditions,":[24],"such":[25],"as":[26],"pneumonia,":[27],"highlights":[28],"importance":[30],"preventing":[32],"spread":[34],"influenza.":[36],"An":[37],"accurate":[38],"cost-effective":[40],"prediction":[41],"host":[44,75,129],"antigenic":[46,77,131],"subtypes":[47,78,132],"influenza":[49,80,134],"A":[50,81,135],"viruses":[51,82,136],"is":[52],"essential":[53],"addressing":[55],"this":[56,63],"issue,":[57],"in":[59,126],"resource-constrained":[60],"regions.":[61],"In":[62],"study,":[64],"we":[65],"propose":[66],"multi-channel":[68,123],"neural":[69,124],"network":[70],"model":[71,90],"predict":[73],"from":[83,137],"hemagglutinin":[84],"neuraminidase":[86],"protein":[87,100,142],"sequences.":[88,113,143],"Our":[89],"was":[91],"trained":[92],"on":[93,104],"comprehensive":[95],"data":[96,107],"set":[97],"complete":[99,110],"sequences":[101],"evaluated":[103],"various":[105],"test":[106],"sets":[108],"incomplete":[112],"results":[115],"demonstrate":[116],"potential":[118],"practicality":[120],"using":[122],"networks":[125],"predicting":[127],"both":[138],"full":[139],"partial":[141]},"counts_by_year":[{"year":2025,"cited_by_count":3},{"year":2024,"cited_by_count":1},{"year":2023,"cited_by_count":1}],"updated_date":"2026-03-20T23:20:44.827607","created_date":"2025-10-10T00:00:00"}
