{"id":"https://openalex.org/W3180937492","doi":"https://doi.org/10.1007/s00521-021-06286-y","title":"Linguistic methods in healthcare application and COVID-19 variants classification","display_name":"Linguistic methods in healthcare application and COVID-19 variants classification","publication_year":2021,"publication_date":"2021-07-06","ids":{"openalex":"https://openalex.org/W3180937492","doi":"https://doi.org/10.1007/s00521-021-06286-y","mag":"3180937492","pmid":"https://pubmed.ncbi.nlm.nih.gov/34248290"},"language":"en","primary_location":{"id":"doi:10.1007/s00521-021-06286-y","is_oa":true,"landing_page_url":"https://doi.org/10.1007/s00521-021-06286-y","pdf_url":"https://link.springer.com/content/pdf/10.1007/s00521-021-06286-y.pdf","source":{"id":"https://openalex.org/S147897268","display_name":"Neural Computing and Applications","issn_l":"0941-0643","issn":["0941-0643","1433-3058"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319900","host_organization_name":"Springer Science+Business Media","host_organization_lineage":["https://openalex.org/P4310319900","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Science+Business Media","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":"Neural Computing and Applications","raw_type":"journal-article"},"type":"article","indexed_in":["crossref","pubmed"],"open_access":{"is_oa":true,"oa_status":"hybrid","oa_url":"https://link.springer.com/content/pdf/10.1007/s00521-021-06286-y.pdf","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5081181492","display_name":"Marek R. Ogiela","orcid":"https://orcid.org/0000-0002-8298-8627"},"institutions":[{"id":"https://openalex.org/I686019","display_name":"AGH University of Krakow","ror":"https://ror.org/00bas1c41","country_code":"PL","type":"education","lineage":["https://openalex.org/I686019"]}],"countries":["PL"],"is_corresponding":true,"raw_author_name":"Marek R. Ogiela","raw_affiliation_strings":["Cryptography and Cognitive Informatics Laboratory, AGH University of Science and Technology, 30 Mickiewicza Ave, 30-059 Krak\u00f3w, Poland","Cryptography and Cognitive Informatics Laboratory, AGH University of Science and Technology, 30 Mickiewicza Ave, 30-059, Krak\u00f3w, Poland"],"affiliations":[{"raw_affiliation_string":"Cryptography and Cognitive Informatics Laboratory, AGH University of Science and Technology, 30 Mickiewicza Ave, 30-059 Krak\u00f3w, Poland","institution_ids":[]},{"raw_affiliation_string":"Cryptography and Cognitive Informatics Laboratory, AGH University of Science and Technology, 30 Mickiewicza Ave, 30-059, Krak\u00f3w, Poland","institution_ids":["https://openalex.org/I686019"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5036522838","display_name":"Urszula Ogiela","orcid":null},"institutions":[{"id":"https://openalex.org/I172685059","display_name":"Uniwersytet Komisji Edukacji Narodowej w Krakowie","ror":"https://ror.org/030mz2444","country_code":"PL","type":"education","lineage":["https://openalex.org/I172685059"]}],"countries":["PL"],"is_corresponding":false,"raw_author_name":"Urszula Ogiela","raw_affiliation_strings":["Pedagogical University of Krakow, Podchor\u0105\u017cych 2 St, 30-084 Krak\u00f3w, Poland","Pedagogical University of Krakow, Podchor\u0105\u017cych 2 St, 30-084, Krak\u00f3w, Poland"],"affiliations":[{"raw_affiliation_string":"Pedagogical University of Krakow, Podchor\u0105\u017cych 2 St, 30-084 Krak\u00f3w, Poland","institution_ids":[]},{"raw_affiliation_string":"Pedagogical University of Krakow, Podchor\u0105\u017cych 2 St, 30-084, Krak\u00f3w, Poland","institution_ids":["https://openalex.org/I172685059"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":["https://openalex.org/A5081181492"],"corresponding_institution_ids":["https://openalex.org/I686019"],"apc_list":{"value":2390,"currency":"EUR","value_usd":2990},"apc_paid":{"value":2390,"currency":"EUR","value_usd":2990},"fwci":1.8921,"has_fulltext":true,"cited_by_count":5,"citation_normalized_percentile":{"value":0.88811964,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":97},"biblio":{"volume":"35","issue":"19","first_page":"13935","last_page":"13940"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11147","display_name":"Misinformation and Its Impacts","score":0.9692000150680542,"subfield":{"id":"https://openalex.org/subfields/3312","display_name":"Sociology and Political Science"},"field":{"id":"https://openalex.org/fields/33","display_name":"Social Sciences"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},"topics":[{"id":"https://openalex.org/T11147","display_name":"Misinformation and Its Impacts","score":0.9692000150680542,"subfield":{"id":"https://openalex.org/subfields/3312","display_name":"Sociology and Political Science"},"field":{"id":"https://openalex.org/fields/33","display_name":"Social Sciences"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},{"id":"https://openalex.org/T12380","display_name":"Authorship Attribution and Profiling","score":0.9584000110626221,"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/T11775","display_name":"COVID-19 diagnosis using AI","score":0.9352999925613403,"subfield":{"id":"https://openalex.org/subfields/2741","display_name":"Radiology, Nuclear Medicine and Imaging"},"field":{"id":"https://openalex.org/fields/27","display_name":"Medicine"},"domain":{"id":"https://openalex.org/domains/4","display_name":"Health Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/computational-science-and-engineering","display_name":"Computational Science and Engineering","score":0.8933753967285156},{"id":"https://openalex.org/keywords/coronavirus-disease-2019","display_name":"Coronavirus disease 2019 (COVID-19)","score":0.7752556800842285},{"id":"https://openalex.org/keywords/2019-20-coronavirus-outbreak","display_name":"2019-20 coronavirus outbreak","score":0.5697271227836609},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.5318659543991089},{"id":"https://openalex.org/keywords/severe-acute-respiratory-syndrome-coronavirus-2","display_name":"Severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2)","score":0.5191164016723633},{"id":"https://openalex.org/keywords/health-care","display_name":"Health care","score":0.4817762076854706},{"id":"https://openalex.org/keywords/natural-language-processing","display_name":"Natural language processing","score":0.4272429347038269},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.4089374840259552},{"id":"https://openalex.org/keywords/linguistics","display_name":"Linguistics","score":0.3660157322883606},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.23147743940353394},{"id":"https://openalex.org/keywords/medicine","display_name":"Medicine","score":0.20946922898292542},{"id":"https://openalex.org/keywords/virology","display_name":"Virology","score":0.1455608606338501},{"id":"https://openalex.org/keywords/political-science","display_name":"Political science","score":0.11918538808822632},{"id":"https://openalex.org/keywords/internal-medicine","display_name":"Internal medicine","score":0.10829991102218628},{"id":"https://openalex.org/keywords/philosophy","display_name":"Philosophy","score":0.09126362204551697}],"concepts":[{"id":"https://openalex.org/C68597687","wikidata":"https://www.wikidata.org/wiki/Q362601","display_name":"Computational Science and Engineering","level":2,"score":0.8933753967285156},{"id":"https://openalex.org/C3008058167","wikidata":"https://www.wikidata.org/wiki/Q84263196","display_name":"Coronavirus disease 2019 (COVID-19)","level":4,"score":0.7752556800842285},{"id":"https://openalex.org/C3006700255","wikidata":"https://www.wikidata.org/wiki/Q81068910","display_name":"2019-20 coronavirus outbreak","level":3,"score":0.5697271227836609},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5318659543991089},{"id":"https://openalex.org/C3007834351","wikidata":"https://www.wikidata.org/wiki/Q82069695","display_name":"Severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2)","level":5,"score":0.5191164016723633},{"id":"https://openalex.org/C160735492","wikidata":"https://www.wikidata.org/wiki/Q31207","display_name":"Health care","level":2,"score":0.4817762076854706},{"id":"https://openalex.org/C204321447","wikidata":"https://www.wikidata.org/wiki/Q30642","display_name":"Natural language processing","level":1,"score":0.4272429347038269},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.4089374840259552},{"id":"https://openalex.org/C41895202","wikidata":"https://www.wikidata.org/wiki/Q8162","display_name":"Linguistics","level":1,"score":0.3660157322883606},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.23147743940353394},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.20946922898292542},{"id":"https://openalex.org/C159047783","wikidata":"https://www.wikidata.org/wiki/Q7215","display_name":"Virology","level":1,"score":0.1455608606338501},{"id":"https://openalex.org/C17744445","wikidata":"https://www.wikidata.org/wiki/Q36442","display_name":"Political science","level":0,"score":0.11918538808822632},{"id":"https://openalex.org/C126322002","wikidata":"https://www.wikidata.org/wiki/Q11180","display_name":"Internal medicine","level":1,"score":0.10829991102218628},{"id":"https://openalex.org/C138885662","wikidata":"https://www.wikidata.org/wiki/Q5891","display_name":"Philosophy","level":0,"score":0.09126362204551697},{"id":"https://openalex.org/C116675565","wikidata":"https://www.wikidata.org/wiki/Q3241045","display_name":"Outbreak","level":2,"score":0.0},{"id":"https://openalex.org/C524204448","wikidata":"https://www.wikidata.org/wiki/Q788926","display_name":"Infectious disease (medical specialty)","level":3,"score":0.0},{"id":"https://openalex.org/C199539241","wikidata":"https://www.wikidata.org/wiki/Q7748","display_name":"Law","level":1,"score":0.0},{"id":"https://openalex.org/C2779134260","wikidata":"https://www.wikidata.org/wiki/Q12136","display_name":"Disease","level":2,"score":0.0}],"mesh":[],"locations_count":3,"locations":[{"id":"doi:10.1007/s00521-021-06286-y","is_oa":true,"landing_page_url":"https://doi.org/10.1007/s00521-021-06286-y","pdf_url":"https://link.springer.com/content/pdf/10.1007/s00521-021-06286-y.pdf","source":{"id":"https://openalex.org/S147897268","display_name":"Neural Computing and Applications","issn_l":"0941-0643","issn":["0941-0643","1433-3058"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319900","host_organization_name":"Springer Science+Business Media","host_organization_lineage":["https://openalex.org/P4310319900","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Science+Business Media","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":"Neural Computing and Applications","raw_type":"journal-article"},{"id":"pmid:34248290","is_oa":false,"landing_page_url":"https://pubmed.ncbi.nlm.nih.gov/34248290","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":"Neural computing & applications","raw_type":null},{"id":"pmh:oai:pubmedcentral.nih.gov:8257463","is_oa":true,"landing_page_url":"https://www.ncbi.nlm.nih.gov/pmc/articles/8257463","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":"Neural Comput Appl","raw_type":"Text"}],"best_oa_location":{"id":"doi:10.1007/s00521-021-06286-y","is_oa":true,"landing_page_url":"https://doi.org/10.1007/s00521-021-06286-y","pdf_url":"https://link.springer.com/content/pdf/10.1007/s00521-021-06286-y.pdf","source":{"id":"https://openalex.org/S147897268","display_name":"Neural Computing and Applications","issn_l":"0941-0643","issn":["0941-0643","1433-3058"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319900","host_organization_name":"Springer Science+Business Media","host_organization_lineage":["https://openalex.org/P4310319900","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Science+Business Media","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":"Neural Computing and Applications","raw_type":"journal-article"},"sustainable_development_goals":[{"score":0.44999998807907104,"display_name":"Good health and well-being","id":"https://metadata.un.org/sdg/3"}],"awards":[{"id":"https://openalex.org/G3377948470","display_name":null,"funder_award_id":"Technology","funder_id":"https://openalex.org/F4320324664","funder_display_name":"Akademia G\u00f3rniczo-Hutnicza im. Stanislawa Staszica"},{"id":"https://openalex.org/G5006570393","display_name":null,"funder_award_id":"16.16.120.773","funder_id":"https://openalex.org/F4320324664","funder_display_name":"Akademia G\u00f3rniczo-Hutnicza im. Stanislawa Staszica"},{"id":"https://openalex.org/G6691007644","display_name":null,"funder_award_id":"Grant No 16.16.120.773","funder_id":"https://openalex.org/F4320324664","funder_display_name":"Akademia G\u00f3rniczo-Hutnicza im. Stanislawa Staszica"},{"id":"https://openalex.org/G7762410626","display_name":null,"funder_award_id":"No 16.16.120.773","funder_id":"https://openalex.org/F4320324664","funder_display_name":"Akademia G\u00f3rniczo-Hutnicza im. Stanislawa Staszica"}],"funders":[{"id":"https://openalex.org/F4320324664","display_name":"Akademia G\u00f3rniczo-Hutnicza im. Stanislawa Staszica","ror":"https://ror.org/00bas1c41"}],"has_content":{"grobid_xml":true,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W3180937492.pdf","grobid_xml":"https://content.openalex.org/works/W3180937492.grobid-xml"},"referenced_works_count":14,"referenced_works":["https://openalex.org/W308718897","https://openalex.org/W1652177784","https://openalex.org/W1660562555","https://openalex.org/W2613038780","https://openalex.org/W2750094492","https://openalex.org/W3013334176","https://openalex.org/W3021585073","https://openalex.org/W3037163353","https://openalex.org/W3038187447","https://openalex.org/W3039182478","https://openalex.org/W3040676006","https://openalex.org/W3047747926","https://openalex.org/W3095451609","https://openalex.org/W4289126832"],"related_works":["https://openalex.org/W3036314732","https://openalex.org/W3009669391","https://openalex.org/W3176864053","https://openalex.org/W4206669628","https://openalex.org/W3171943759","https://openalex.org/W4292098121","https://openalex.org/W3154141118","https://openalex.org/W4388896133","https://openalex.org/W3031607536","https://openalex.org/W3198183218"],"abstract_inverted_index":{"One":[0],"of":[1,6,58,60,67,76,78,83,86,96,118],"the":[2,56,87,116],"most":[3],"important":[4],"goals":[5],"modern":[7],"medicine":[8],"is":[9],"prevention":[10],"against":[11],"pandemic":[12],"and":[13,22,33,74,120],"civilization":[14],"diseases.":[15],"For":[16],"such":[17,79],"tasks,":[18],"advanced":[19],"IT":[20],"infrastructures":[21],"intelligent":[23],"AI":[24],"systems":[25],"are":[26,98,101],"used,":[27],"which":[28,100,109],"allow":[29],"supporting":[30,64],"patients'":[31],"diagnosis":[32],"treatment.":[34],"In":[35],"our":[36],"research,":[37],"we":[38],"also":[39],"try":[40],"to":[41],"define":[42],"efficient":[43],"tools":[44],"for":[45,90],"coronavirus":[46,72,97],"classification,":[47],"especially":[48],"using":[49],"mathematical":[50],"linguistic":[51],"methods.":[52],"This":[53],"paper":[54],"presents":[55],"ways":[57],"application":[59,77],"linguistics":[61],"techniques":[62],"in":[63,81,105,110,115],"effective":[65],"management":[66],"medical":[68],"data":[69],"obtained":[70],"during":[71],"treatments,":[73],"possibilities":[75],"methods":[80],"classification":[82],"different":[84],"variants":[85],"coronaviruses":[88],"detected":[89],"particular":[91],"patients.":[92],"Currently,":[93],"several":[94],"types":[95],"distinguished,":[99],"characterized":[102],"by":[103],"differences":[104],"their":[106],"RNA":[107],"structure,":[108],"turn":[111],"causes":[112],"an":[113],"increase":[114],"rate":[117],"mutation":[119],"infection":[121],"with":[122],"these":[123],"viruses.":[124]},"counts_by_year":[{"year":2024,"cited_by_count":1},{"year":2023,"cited_by_count":3},{"year":2022,"cited_by_count":1}],"updated_date":"2026-03-20T23:20:44.827607","created_date":"2025-10-10T00:00:00"}
