{"id":"https://openalex.org/W4281395830","doi":"https://doi.org/10.1007/s12652-022-03901-1","title":"Evolving deep convolutional neural networks by IP-based marine predator algorithm for COVID-19 diagnosis using chest CT scans","display_name":"Evolving deep convolutional neural networks by IP-based marine predator algorithm for COVID-19 diagnosis using chest CT scans","publication_year":2022,"publication_date":"2022-05-24","ids":{"openalex":"https://openalex.org/W4281395830","doi":"https://doi.org/10.1007/s12652-022-03901-1","pmid":"https://pubmed.ncbi.nlm.nih.gov/35646192"},"language":"en","primary_location":{"id":"doi:10.1007/s12652-022-03901-1","is_oa":true,"landing_page_url":"https://doi.org/10.1007/s12652-022-03901-1","pdf_url":"https://link.springer.com/content/pdf/10.1007/s12652-022-03901-1.pdf","source":{"id":"https://openalex.org/S48031226","display_name":"Journal of Ambient Intelligence and Humanized Computing","issn_l":"1868-5137","issn":["1868-5137","1868-5145"],"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":"Journal of Ambient Intelligence and Humanized Computing","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/s12652-022-03901-1.pdf","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5101400220","display_name":"Bing Liu","orcid":"https://orcid.org/0000-0002-6003-7476"},"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":false,"raw_author_name":"Bing Liu","raw_affiliation_strings":["School of Software, Northwestern Polytechnical University, Xi'an, Shaanxi Province China","School of Software, Northwestern Polytechnical University, Xi'an, Shaanxi Province, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Software, Northwestern Polytechnical University, Xi'an, Shaanxi Province China","institution_ids":["https://openalex.org/I17145004"]},{"raw_affiliation_string":"School of Software, Northwestern Polytechnical University, Xi'an, Shaanxi Province, China","institution_ids":["https://openalex.org/I17145004"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5023542926","display_name":"Xuan Nie","orcid":"https://orcid.org/0000-0003-4839-5438"},"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":false,"raw_author_name":"Xuan Nie","raw_affiliation_strings":["School of Software, Northwestern Polytechnical University, Xi'an, Shaanxi Province China","School of Software, Northwestern Polytechnical University, Xi'an, Shaanxi Province, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Software, Northwestern Polytechnical University, Xi'an, Shaanxi Province China","institution_ids":["https://openalex.org/I17145004"]},{"raw_affiliation_string":"School of Software, Northwestern Polytechnical University, Xi'an, Shaanxi Province, China","institution_ids":["https://openalex.org/I17145004"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101754791","display_name":"Zhongxian Li","orcid":"https://orcid.org/0000-0003-4838-5045"},"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":false,"raw_author_name":"Zhongxian Li","raw_affiliation_strings":["School of Software, Northwestern Polytechnical University, Xi'an, Shaanxi Province China","School of Software, Northwestern Polytechnical University, Xi'an, Shaanxi Province, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Software, Northwestern Polytechnical University, Xi'an, Shaanxi Province China","institution_ids":["https://openalex.org/I17145004"]},{"raw_affiliation_string":"School of Software, Northwestern Polytechnical University, Xi'an, Shaanxi Province, China","institution_ids":["https://openalex.org/I17145004"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100514391","display_name":"Shihong Yang","orcid":null},"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":false,"raw_author_name":"Shihong Yang","raw_affiliation_strings":["School of Mechanical Engineering, Northwestern Polytechnical University, Xi'an, Shaanxi Province China","School of Mechanical Engineering, Northwestern Polytechnical University, Xi'an, Shaanxi Province, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Mechanical Engineering, Northwestern Polytechnical University, Xi'an, Shaanxi Province China","institution_ids":["https://openalex.org/I17145004"]},{"raw_affiliation_string":"School of Mechanical Engineering, Northwestern Polytechnical University, Xi'an, Shaanxi Province, China","institution_ids":["https://openalex.org/I17145004"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5073985320","display_name":"Yushu Tian","orcid":"https://orcid.org/0000-0002-5154-7685"},"institutions":[{"id":"https://openalex.org/I4210143529","display_name":"The First People's Hospital of Guiyang","ror":"https://ror.org/043hxea55","country_code":"CN","type":"healthcare","lineage":["https://openalex.org/I4210143529"]},{"id":"https://openalex.org/I4210154454","display_name":"Guizhou Provincial People's Hospital","ror":"https://ror.org/046q1bp69","country_code":"CN","type":"healthcare","lineage":["https://openalex.org/I4210154454"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Yushu Tian","raw_affiliation_strings":["Guiyang Fourth People's Hospital, Guiyang City, Guizhou province China","Guiyang Fourth People's Hospital, Guiyang City, Guizhou province, China"],"raw_orcid":"https://orcid.org/0000-0002-5154-7685","affiliations":[{"raw_affiliation_string":"Guiyang Fourth People's Hospital, Guiyang City, Guizhou province China","institution_ids":["https://openalex.org/I4210143529","https://openalex.org/I4210154454"]},{"raw_affiliation_string":"Guiyang Fourth People's Hospital, Guiyang City, Guizhou province, China","institution_ids":[]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5073985320"],"corresponding_institution_ids":["https://openalex.org/I4210143529","https://openalex.org/I4210154454"],"apc_list":{"value":3390,"currency":"USD","value_usd":3390},"apc_paid":null,"fwci":0.9112,"has_fulltext":true,"cited_by_count":8,"citation_normalized_percentile":{"value":0.7108828,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":94,"max":98},"biblio":{"volume":"15","issue":"1","first_page":"451","last_page":"464"},"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/T11512","display_name":"Anomaly Detection Techniques and Applications","score":0.9909999966621399,"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/T12874","display_name":"Digital Imaging for Blood Diseases","score":0.9833999872207642,"subfield":{"id":"https://openalex.org/subfields/1707","display_name":"Computer Vision and Pattern Recognition"},"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/convolutional-neural-network","display_name":"Convolutional neural network","score":0.7794171571731567},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7619110345840454},{"id":"https://openalex.org/keywords/coronavirus-disease-2019","display_name":"Coronavirus disease 2019 (COVID-19)","score":0.6234847903251648},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.6025307774543762},{"id":"https://openalex.org/keywords/construct","display_name":"Construct (python library)","score":0.5766984224319458},{"id":"https://openalex.org/keywords/precision-and-recall","display_name":"Precision and recall","score":0.5630584359169006},{"id":"https://openalex.org/keywords/categorization","display_name":"Categorization","score":0.4996225833892822},{"id":"https://openalex.org/keywords/variable","display_name":"Variable (mathematics)","score":0.4947959780693054},{"id":"https://openalex.org/keywords/receiver-operating-characteristic","display_name":"Receiver operating characteristic","score":0.4154955744743347},{"id":"https://openalex.org/keywords/scheme","display_name":"Scheme (mathematics)","score":0.4135437607765198},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.4031798839569092},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.37334132194519043},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.35291558504104614},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.3341604769229889},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.1187908947467804},{"id":"https://openalex.org/keywords/medicine","display_name":"Medicine","score":0.09773164987564087}],"concepts":[{"id":"https://openalex.org/C81363708","wikidata":"https://www.wikidata.org/wiki/Q17084460","display_name":"Convolutional neural network","level":2,"score":0.7794171571731567},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7619110345840454},{"id":"https://openalex.org/C3008058167","wikidata":"https://www.wikidata.org/wiki/Q84263196","display_name":"Coronavirus disease 2019 (COVID-19)","level":4,"score":0.6234847903251648},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.6025307774543762},{"id":"https://openalex.org/C2780801425","wikidata":"https://www.wikidata.org/wiki/Q5164392","display_name":"Construct (python library)","level":2,"score":0.5766984224319458},{"id":"https://openalex.org/C81669768","wikidata":"https://www.wikidata.org/wiki/Q2359161","display_name":"Precision and recall","level":2,"score":0.5630584359169006},{"id":"https://openalex.org/C94124525","wikidata":"https://www.wikidata.org/wiki/Q912550","display_name":"Categorization","level":2,"score":0.4996225833892822},{"id":"https://openalex.org/C182365436","wikidata":"https://www.wikidata.org/wiki/Q50701","display_name":"Variable (mathematics)","level":2,"score":0.4947959780693054},{"id":"https://openalex.org/C58471807","wikidata":"https://www.wikidata.org/wiki/Q327120","display_name":"Receiver operating characteristic","level":2,"score":0.4154955744743347},{"id":"https://openalex.org/C77618280","wikidata":"https://www.wikidata.org/wiki/Q1155772","display_name":"Scheme (mathematics)","level":2,"score":0.4135437607765198},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.4031798839569092},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.37334132194519043},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.35291558504104614},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.3341604769229889},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.1187908947467804},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.09773164987564087},{"id":"https://openalex.org/C142724271","wikidata":"https://www.wikidata.org/wiki/Q7208","display_name":"Pathology","level":1,"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/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","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},{"id":"https://openalex.org/C524204448","wikidata":"https://www.wikidata.org/wiki/Q788926","display_name":"Infectious disease (medical specialty)","level":3,"score":0.0}],"mesh":[],"locations_count":3,"locations":[{"id":"doi:10.1007/s12652-022-03901-1","is_oa":true,"landing_page_url":"https://doi.org/10.1007/s12652-022-03901-1","pdf_url":"https://link.springer.com/content/pdf/10.1007/s12652-022-03901-1.pdf","source":{"id":"https://openalex.org/S48031226","display_name":"Journal of Ambient Intelligence and Humanized Computing","issn_l":"1868-5137","issn":["1868-5137","1868-5145"],"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":"Journal of Ambient Intelligence and Humanized Computing","raw_type":"journal-article"},{"id":"pmid:35646192","is_oa":false,"landing_page_url":"https://pubmed.ncbi.nlm.nih.gov/35646192","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 ambient intelligence and humanized computing","raw_type":null},{"id":"pmh:oai:pubmedcentral.nih.gov:9127492","is_oa":true,"landing_page_url":"https://www.ncbi.nlm.nih.gov/pmc/articles/9127492","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":"J Ambient Intell Humaniz Comput","raw_type":"Text"}],"best_oa_location":{"id":"doi:10.1007/s12652-022-03901-1","is_oa":true,"landing_page_url":"https://doi.org/10.1007/s12652-022-03901-1","pdf_url":"https://link.springer.com/content/pdf/10.1007/s12652-022-03901-1.pdf","source":{"id":"https://openalex.org/S48031226","display_name":"Journal of Ambient Intelligence and Humanized Computing","issn_l":"1868-5137","issn":["1868-5137","1868-5145"],"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":"Journal of Ambient Intelligence and Humanized Computing","raw_type":"journal-article"},"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/14","display_name":"Life below water","score":0.8700000047683716}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W4281395830.pdf"},"referenced_works_count":41,"referenced_works":["https://openalex.org/W2023718329","https://openalex.org/W2111061542","https://openalex.org/W2111935653","https://openalex.org/W2130227690","https://openalex.org/W2165203444","https://openalex.org/W2232317135","https://openalex.org/W2344425291","https://openalex.org/W2565516711","https://openalex.org/W2604633730","https://openalex.org/W2605525395","https://openalex.org/W2606006859","https://openalex.org/W2743008510","https://openalex.org/W2754103191","https://openalex.org/W2900446383","https://openalex.org/W2919633718","https://openalex.org/W2939526242","https://openalex.org/W2964016673","https://openalex.org/W2964191491","https://openalex.org/W2969774765","https://openalex.org/W2970813906","https://openalex.org/W3006882119","https://openalex.org/W3007040893","https://openalex.org/W3007497549","https://openalex.org/W3008869844","https://openalex.org/W3009231370","https://openalex.org/W3017855299","https://openalex.org/W3113162495","https://openalex.org/W3126136377","https://openalex.org/W3128914156","https://openalex.org/W3158528201","https://openalex.org/W3159019058","https://openalex.org/W3160199995","https://openalex.org/W3161085879","https://openalex.org/W3187228672","https://openalex.org/W3194588756","https://openalex.org/W3210193654","https://openalex.org/W4205484788","https://openalex.org/W4210812462","https://openalex.org/W4212829650","https://openalex.org/W4235519857","https://openalex.org/W4308347903"],"related_works":["https://openalex.org/W2165912799","https://openalex.org/W2735662278","https://openalex.org/W2382615723","https://openalex.org/W4405331580","https://openalex.org/W4311804456","https://openalex.org/W1987484445","https://openalex.org/W2623658258","https://openalex.org/W2143413548","https://openalex.org/W1969219540","https://openalex.org/W2593903992"],"abstract_inverted_index":null,"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2024,"cited_by_count":2},{"year":2023,"cited_by_count":5}],"updated_date":"2026-07-29T09:40:50.615796","created_date":"2025-10-10T00:00:00"}