{"id":"https://openalex.org/W3120433096","doi":"https://doi.org/10.1007/s12559-020-09795-5","title":"COV19-CNNet and COV19-ResNet: Diagnostic Inference Engines for Early Detection of COVID-19","display_name":"COV19-CNNet and COV19-ResNet: Diagnostic Inference Engines for Early Detection of COVID-19","publication_year":2021,"publication_date":"2021-01-06","ids":{"openalex":"https://openalex.org/W3120433096","doi":"https://doi.org/10.1007/s12559-020-09795-5","mag":"3120433096","pmid":"https://pubmed.ncbi.nlm.nih.gov/33425046"},"language":"en","primary_location":{"id":"doi:10.1007/s12559-020-09795-5","is_oa":true,"landing_page_url":"https://doi.org/10.1007/s12559-020-09795-5","pdf_url":"https://link.springer.com/content/pdf/10.1007/s12559-020-09795-5.pdf","source":{"id":"https://openalex.org/S133078663","display_name":"Cognitive Computation","issn_l":"1866-9956","issn":["1866-9956","1866-9964"],"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":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Cognitive Computation","raw_type":"journal-article"},"type":"article","indexed_in":["crossref","pubmed"],"open_access":{"is_oa":true,"oa_status":"bronze","oa_url":"https://link.springer.com/content/pdf/10.1007/s12559-020-09795-5.pdf","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5023046010","display_name":"Ayt\u00fcrk Kele\u015f","orcid":"https://orcid.org/0000-0001-9755-295X"},"institutions":[{"id":"https://openalex.org/I307617284","display_name":"A\u011fr\u0131 \u0130brahim \u00c7e\u00e7en University","ror":"https://ror.org/054y2mb78","country_code":"TR","type":"education","lineage":["https://openalex.org/I307617284"]}],"countries":["TR"],"is_corresponding":true,"raw_author_name":"Ayturk Keles","raw_affiliation_strings":["Department of Computer Education and Instructional Technology, Faculty of Education, Agri Ibrahim Cecen University, 04100 Agri, Turkey","Department of Computer Education and Instructional Technology, Faculty of Education, Agri Ibrahim Cecen University, 04100, Agri, Turkey"],"raw_orcid":"https://orcid.org/0000-0001-9755-295X","affiliations":[{"raw_affiliation_string":"Department of Computer Education and Instructional Technology, Faculty of Education, Agri Ibrahim Cecen University, 04100 Agri, Turkey","institution_ids":["https://openalex.org/I307617284"]},{"raw_affiliation_string":"Department of Computer Education and Instructional Technology, Faculty of Education, Agri Ibrahim Cecen University, 04100, Agri, Turkey","institution_ids":["https://openalex.org/I307617284"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5088243837","display_name":"Mustafa Berk Keles","orcid":null},"institutions":[{"id":"https://openalex.org/I179948855","display_name":"Istanbul Ayd\u0131n University","ror":"https://ror.org/00qsyw664","country_code":"TR","type":"education","lineage":["https://openalex.org/I179948855"]}],"countries":["TR"],"is_corresponding":false,"raw_author_name":"Mustafa Berk Keles","raw_affiliation_strings":["Department of Software Engineering, Faculty of Engineering, Istanbul Aydin University, 34295 Istanbul, Turkey","Department of Software Engineering, Faculty of Engineering, Istanbul Aydin University, 34295, Istanbul, Turkey"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Software Engineering, Faculty of Engineering, Istanbul Aydin University, 34295 Istanbul, Turkey","institution_ids":["https://openalex.org/I179948855"]},{"raw_affiliation_string":"Department of Software Engineering, Faculty of Engineering, Istanbul Aydin University, 34295, Istanbul, Turkey","institution_ids":["https://openalex.org/I179948855"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5101860519","display_name":"Ali Kele\u015f","orcid":"https://orcid.org/0000-0002-0785-9593"},"institutions":[{"id":"https://openalex.org/I307617284","display_name":"A\u011fr\u0131 \u0130brahim \u00c7e\u00e7en University","ror":"https://ror.org/054y2mb78","country_code":"TR","type":"education","lineage":["https://openalex.org/I307617284"]}],"countries":["TR"],"is_corresponding":false,"raw_author_name":"Ali Keles","raw_affiliation_strings":["Department of Computer Education and Instructional Technology, Faculty of Education, Agri Ibrahim Cecen University, 04100 Agri, Turkey","Department of Computer Education and Instructional Technology, Faculty of Education, Agri Ibrahim Cecen University, 04100, Agri, Turkey"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Computer Education and Instructional Technology, Faculty of Education, Agri Ibrahim Cecen University, 04100 Agri, Turkey","institution_ids":["https://openalex.org/I307617284"]},{"raw_affiliation_string":"Department of Computer Education and Instructional Technology, Faculty of Education, Agri Ibrahim Cecen University, 04100, Agri, Turkey","institution_ids":["https://openalex.org/I307617284"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5023046010"],"corresponding_institution_ids":["https://openalex.org/I307617284"],"apc_list":{"value":2190,"currency":"EUR","value_usd":2790},"apc_paid":null,"fwci":9.1764,"has_fulltext":true,"cited_by_count":72,"citation_normalized_percentile":{"value":0.98516128,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":98,"max":100},"biblio":{"volume":"16","issue":"4","first_page":"1612","last_page":"1622"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11775","display_name":"COVID-19 diagnosis using AI","score":1.0,"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"}},"topics":[{"id":"https://openalex.org/T11775","display_name":"COVID-19 diagnosis using AI","score":1.0,"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"}},{"id":"https://openalex.org/T10862","display_name":"AI in cancer detection","score":0.9930999875068665,"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/T11512","display_name":"Anomaly Detection Techniques and Applications","score":0.9907000064849854,"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/coronavirus-disease-2019","display_name":"Coronavirus disease 2019 (COVID-19)","score":0.7826837301254272},{"id":"https://openalex.org/keywords/inference","display_name":"Inference","score":0.6249442100524902},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.5384718179702759},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.5228822231292725},{"id":"https://openalex.org/keywords/severe-acute-respiratory-syndrome-coronavirus-2","display_name":"Severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2)","score":0.48361292481422424},{"id":"https://openalex.org/keywords/residual-neural-network","display_name":"Residual neural network","score":0.4724976122379303},{"id":"https://openalex.org/keywords/2019-20-coronavirus-outbreak","display_name":"2019-20 coronavirus outbreak","score":0.45158252120018005},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.3395082950592041},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.3393988013267517},{"id":"https://openalex.org/keywords/artificial-neural-network","display_name":"Artificial neural network","score":0.17998278141021729},{"id":"https://openalex.org/keywords/virology","display_name":"Virology","score":0.12862876057624817},{"id":"https://openalex.org/keywords/medicine","display_name":"Medicine","score":0.08780384063720703}],"concepts":[{"id":"https://openalex.org/C3008058167","wikidata":"https://www.wikidata.org/wiki/Q84263196","display_name":"Coronavirus disease 2019 (COVID-19)","level":4,"score":0.7826837301254272},{"id":"https://openalex.org/C2776214188","wikidata":"https://www.wikidata.org/wiki/Q408386","display_name":"Inference","level":2,"score":0.6249442100524902},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.5384718179702759},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5228822231292725},{"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":0.48361292481422424},{"id":"https://openalex.org/C2944601119","wikidata":"https://www.wikidata.org/wiki/Q43744058","display_name":"Residual neural network","level":3,"score":0.4724976122379303},{"id":"https://openalex.org/C3006700255","wikidata":"https://www.wikidata.org/wiki/Q81068910","display_name":"2019-20 coronavirus outbreak","level":3,"score":0.45158252120018005},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.3395082950592041},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.3393988013267517},{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.17998278141021729},{"id":"https://openalex.org/C159047783","wikidata":"https://www.wikidata.org/wiki/Q7215","display_name":"Virology","level":1,"score":0.12862876057624817},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.08780384063720703},{"id":"https://openalex.org/C2779134260","wikidata":"https://www.wikidata.org/wiki/Q12136","display_name":"Disease","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/C142724271","wikidata":"https://www.wikidata.org/wiki/Q7208","display_name":"Pathology","level":1,"score":0.0},{"id":"https://openalex.org/C116675565","wikidata":"https://www.wikidata.org/wiki/Q3241045","display_name":"Outbreak","level":2,"score":0.0}],"mesh":[],"locations_count":4,"locations":[{"id":"doi:10.1007/s12559-020-09795-5","is_oa":true,"landing_page_url":"https://doi.org/10.1007/s12559-020-09795-5","pdf_url":"https://link.springer.com/content/pdf/10.1007/s12559-020-09795-5.pdf","source":{"id":"https://openalex.org/S133078663","display_name":"Cognitive Computation","issn_l":"1866-9956","issn":["1866-9956","1866-9964"],"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":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Cognitive Computation","raw_type":"journal-article"},{"id":"pmid:33425046","is_oa":false,"landing_page_url":"https://pubmed.ncbi.nlm.nih.gov/33425046","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":"Cognitive computation","raw_type":null},{"id":"pmh:oai:acikerisim.agri.edu.tr:20.500.12501/2752","is_oa":true,"landing_page_url":"https://hdl.handle.net/20.500.12501/2752","pdf_url":null,"source":{"id":"https://openalex.org/S7407055365","display_name":"A\u011fr\u0131 \u0130brahim \u00c7e\u00e7en University Institutional Repository","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by-nc-nd","license_id":"https://openalex.org/licenses/cc-by-nc-nd","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Pubmed","raw_type":"Hakemli"},{"id":"pmh:oai:pubmedcentral.nih.gov:7785922","is_oa":true,"landing_page_url":"https://www.ncbi.nlm.nih.gov/pmc/articles/7785922","pdf_url":null,"source":{"id":"https://openalex.org/S2764455111","display_name":"PubMed Central","issn_l":null,"issn":null,"is_oa":true,"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":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Cognit Comput","raw_type":"Text"}],"best_oa_location":{"id":"doi:10.1007/s12559-020-09795-5","is_oa":true,"landing_page_url":"https://doi.org/10.1007/s12559-020-09795-5","pdf_url":"https://link.springer.com/content/pdf/10.1007/s12559-020-09795-5.pdf","source":{"id":"https://openalex.org/S133078663","display_name":"Cognitive Computation","issn_l":"1866-9956","issn":["1866-9956","1866-9964"],"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":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Cognitive Computation","raw_type":"journal-article"},"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/3","score":0.6000000238418579,"display_name":"Good health and well-being"}],"awards":[],"funders":[],"has_content":{"grobid_xml":true,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W3120433096.pdf","grobid_xml":"https://content.openalex.org/works/W3120433096.grobid-xml"},"referenced_works_count":32,"referenced_works":["https://openalex.org/W1584308190","https://openalex.org/W1901129140","https://openalex.org/W2118604851","https://openalex.org/W2123644769","https://openalex.org/W2310992461","https://openalex.org/W2570343428","https://openalex.org/W2581082771","https://openalex.org/W2594318146","https://openalex.org/W2798251715","https://openalex.org/W2809527961","https://openalex.org/W2894885919","https://openalex.org/W2900954917","https://openalex.org/W2906302663","https://openalex.org/W2908052439","https://openalex.org/W2924911266","https://openalex.org/W2964118901","https://openalex.org/W2991391304","https://openalex.org/W3001118548","https://openalex.org/W3005272159","https://openalex.org/W3006082171","https://openalex.org/W3006643024","https://openalex.org/W3006882119","https://openalex.org/W3007940623","https://openalex.org/W3011644614","https://openalex.org/W3013019084","https://openalex.org/W3013601031","https://openalex.org/W3016488464","https://openalex.org/W3017855299","https://openalex.org/W3019531985","https://openalex.org/W3092144083","https://openalex.org/W3105081694","https://openalex.org/W3105282616"],"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/W4205317059"],"abstract_inverted_index":null,"counts_by_year":[{"year":2026,"cited_by_count":2},{"year":2025,"cited_by_count":6},{"year":2024,"cited_by_count":10},{"year":2023,"cited_by_count":20},{"year":2022,"cited_by_count":22},{"year":2021,"cited_by_count":12}],"updated_date":"2026-05-10T08:33:47.465468","created_date":"2025-10-10T00:00:00"}