{"id":"https://openalex.org/W3169886559","doi":"https://doi.org/10.1007/s10489-021-02393-4","title":"Automatic detection of COVID-19 from chest CT scan and chest X-Rays images using deep learning, transfer learning and stacking","display_name":"Automatic detection of COVID-19 from chest CT scan and chest X-Rays images using deep learning, transfer learning and stacking","publication_year":2021,"publication_date":"2021-06-07","ids":{"openalex":"https://openalex.org/W3169886559","doi":"https://doi.org/10.1007/s10489-021-02393-4","mag":"3169886559","pmid":"https://pubmed.ncbi.nlm.nih.gov/34764605"},"language":"en","primary_location":{"id":"doi:10.1007/s10489-021-02393-4","is_oa":true,"landing_page_url":"https://doi.org/10.1007/s10489-021-02393-4","pdf_url":"https://link.springer.com/content/pdf/10.1007/s10489-021-02393-4.pdf","source":{"id":"https://openalex.org/S74726891","display_name":"Applied Intelligence","issn_l":"0924-669X","issn":["0924-669X","1573-7497"],"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":"Applied Intelligence","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/s10489-021-02393-4.pdf","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5071400433","display_name":"Ebenezer Jangam","orcid":"https://orcid.org/0000-0002-2638-9961"},"institutions":[{"id":"https://openalex.org/I116891498","display_name":"Siddhartha Medical College","ror":"https://ror.org/058pt1w78","country_code":"IN","type":"education","lineage":["https://openalex.org/I116891498"]},{"id":"https://openalex.org/I189109744","display_name":"Indian Institute of Technology Dhanbad","ror":"https://ror.org/013v3cc28","country_code":"IN","type":"education","lineage":["https://openalex.org/I189109744"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"Ebenezer Jangam","raw_affiliation_strings":["Department of Computer Science and Engineering, Indian Institute of Technology(ISM), Dhanbad, Jharkhand India","Department of Information Technology, Velagapudi Ramakrishna Siddhartha Engineering College, Vijayawada, Andhra Pradesh India","Department of Information Technology, Velagapudi Ramakrishna Siddhartha Engineering College, Vijayawada, Andhra Pradesh, India"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Computer Science and Engineering, Indian Institute of Technology(ISM), Dhanbad, Jharkhand India","institution_ids":["https://openalex.org/I189109744"]},{"raw_affiliation_string":"Department of Information Technology, Velagapudi Ramakrishna Siddhartha Engineering College, Vijayawada, Andhra Pradesh India","institution_ids":["https://openalex.org/I116891498"]},{"raw_affiliation_string":"Department of Information Technology, Velagapudi Ramakrishna Siddhartha Engineering College, Vijayawada, Andhra Pradesh, India","institution_ids":["https://openalex.org/I116891498"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5009149363","display_name":"Aaron Antonio Dias Barreto","orcid":null},"institutions":[{"id":"https://openalex.org/I189109744","display_name":"Indian Institute of Technology Dhanbad","ror":"https://ror.org/013v3cc28","country_code":"IN","type":"education","lineage":["https://openalex.org/I189109744"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"Aaron Antonio Dias Barreto","raw_affiliation_strings":["Department of Electronics Engineering, Indian Institute of Technology(ISM) Dhanbad, Jharkhand, India"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Electronics Engineering, Indian Institute of Technology(ISM) Dhanbad, Jharkhand, India","institution_ids":["https://openalex.org/I189109744"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5053194927","display_name":"Chandra Sekhara Rao Annavarapu","orcid":"https://orcid.org/0000-0002-1239-9843"},"institutions":[{"id":"https://openalex.org/I189109744","display_name":"Indian Institute of Technology Dhanbad","ror":"https://ror.org/013v3cc28","country_code":"IN","type":"education","lineage":["https://openalex.org/I189109744"]}],"countries":["IN"],"is_corresponding":true,"raw_author_name":"Chandra Sekhara Rao Annavarapu","raw_affiliation_strings":["Department of Computer Science and Engineering, Indian Institute of Technology(ISM), Dhanbad, Jharkhand India","Department of Computer Science and Engineering, Indian Institute of Technology(ISM), Dhanbad, Jharkhand, India"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Computer Science and Engineering, Indian Institute of Technology(ISM), Dhanbad, Jharkhand India","institution_ids":["https://openalex.org/I189109744"]},{"raw_affiliation_string":"Department of Computer Science and Engineering, Indian Institute of Technology(ISM), Dhanbad, Jharkhand, India","institution_ids":["https://openalex.org/I189109744"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":["https://openalex.org/A5053194927"],"corresponding_institution_ids":["https://openalex.org/I189109744"],"apc_list":{"value":2990,"currency":"USD","value_usd":2990},"apc_paid":null,"fwci":9.2486,"has_fulltext":true,"cited_by_count":93,"citation_normalized_percentile":{"value":0.9866973,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":98,"max":100},"biblio":{"volume":"52","issue":"2","first_page":"2243","last_page":"2259"},"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/T10041","display_name":"COVID-19 Clinical Research Studies","score":0.9667999744415283,"subfield":{"id":"https://openalex.org/subfields/2725","display_name":"Infectious Diseases"},"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/T12419","display_name":"Phonocardiography and Auscultation Techniques","score":0.9488000273704529,"subfield":{"id":"https://openalex.org/subfields/2740","display_name":"Pulmonary and Respiratory Medicine"},"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/computer-science","display_name":"Computer science","score":0.7501207590103149},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.7253153324127197},{"id":"https://openalex.org/keywords/transfer-of-learning","display_name":"Transfer of learning","score":0.616075873374939},{"id":"https://openalex.org/keywords/deep-learning","display_name":"Deep learning","score":0.606260359287262},{"id":"https://openalex.org/keywords/residual","display_name":"Residual","score":0.5671178102493286},{"id":"https://openalex.org/keywords/radiography","display_name":"Radiography","score":0.5634689927101135},{"id":"https://openalex.org/keywords/convolutional-neural-network","display_name":"Convolutional neural network","score":0.5448094606399536},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.4978010654449463},{"id":"https://openalex.org/keywords/precision-and-recall","display_name":"Precision and recall","score":0.4721030294895172},{"id":"https://openalex.org/keywords/ensemble-learning","display_name":"Ensemble learning","score":0.44285157322883606},{"id":"https://openalex.org/keywords/coronavirus-disease-2019","display_name":"Coronavirus disease 2019 (COVID-19)","score":0.440936803817749},{"id":"https://openalex.org/keywords/ensemble-forecasting","display_name":"Ensemble forecasting","score":0.41086408495903015},{"id":"https://openalex.org/keywords/radiology","display_name":"Radiology","score":0.3527339696884155},{"id":"https://openalex.org/keywords/medicine","display_name":"Medicine","score":0.18410789966583252},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.1216835081577301}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7501207590103149},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.7253153324127197},{"id":"https://openalex.org/C150899416","wikidata":"https://www.wikidata.org/wiki/Q1820378","display_name":"Transfer of learning","level":2,"score":0.616075873374939},{"id":"https://openalex.org/C108583219","wikidata":"https://www.wikidata.org/wiki/Q197536","display_name":"Deep learning","level":2,"score":0.606260359287262},{"id":"https://openalex.org/C155512373","wikidata":"https://www.wikidata.org/wiki/Q287450","display_name":"Residual","level":2,"score":0.5671178102493286},{"id":"https://openalex.org/C36454342","wikidata":"https://www.wikidata.org/wiki/Q245341","display_name":"Radiography","level":2,"score":0.5634689927101135},{"id":"https://openalex.org/C81363708","wikidata":"https://www.wikidata.org/wiki/Q17084460","display_name":"Convolutional neural network","level":2,"score":0.5448094606399536},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.4978010654449463},{"id":"https://openalex.org/C81669768","wikidata":"https://www.wikidata.org/wiki/Q2359161","display_name":"Precision and recall","level":2,"score":0.4721030294895172},{"id":"https://openalex.org/C45942800","wikidata":"https://www.wikidata.org/wiki/Q245652","display_name":"Ensemble learning","level":2,"score":0.44285157322883606},{"id":"https://openalex.org/C3008058167","wikidata":"https://www.wikidata.org/wiki/Q84263196","display_name":"Coronavirus disease 2019 (COVID-19)","level":4,"score":0.440936803817749},{"id":"https://openalex.org/C119898033","wikidata":"https://www.wikidata.org/wiki/Q3433888","display_name":"Ensemble forecasting","level":2,"score":0.41086408495903015},{"id":"https://openalex.org/C126838900","wikidata":"https://www.wikidata.org/wiki/Q77604","display_name":"Radiology","level":1,"score":0.3527339696884155},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.18410789966583252},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.1216835081577301},{"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}],"mesh":[],"locations_count":3,"locations":[{"id":"doi:10.1007/s10489-021-02393-4","is_oa":true,"landing_page_url":"https://doi.org/10.1007/s10489-021-02393-4","pdf_url":"https://link.springer.com/content/pdf/10.1007/s10489-021-02393-4.pdf","source":{"id":"https://openalex.org/S74726891","display_name":"Applied Intelligence","issn_l":"0924-669X","issn":["0924-669X","1573-7497"],"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":"Applied Intelligence","raw_type":"journal-article"},{"id":"pmid:34764605","is_oa":false,"landing_page_url":"https://pubmed.ncbi.nlm.nih.gov/34764605","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":"Applied intelligence (Dordrecht, Netherlands)","raw_type":null},{"id":"pmh:oai:pubmedcentral.nih.gov:8180385","is_oa":true,"landing_page_url":"https://www.ncbi.nlm.nih.gov/pmc/articles/8180385","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":"Appl Intell (Dordr)","raw_type":"Text"}],"best_oa_location":{"id":"doi:10.1007/s10489-021-02393-4","is_oa":true,"landing_page_url":"https://doi.org/10.1007/s10489-021-02393-4","pdf_url":"https://link.springer.com/content/pdf/10.1007/s10489-021-02393-4.pdf","source":{"id":"https://openalex.org/S74726891","display_name":"Applied Intelligence","issn_l":"0924-669X","issn":["0924-669X","1573-7497"],"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":"Applied Intelligence","raw_type":"journal-article"},"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":true,"grobid_xml":true},"content_urls":{"pdf":"https://content.openalex.org/works/W3169886559.pdf","grobid_xml":"https://content.openalex.org/works/W3169886559.grobid-xml"},"referenced_works_count":53,"referenced_works":["https://openalex.org/W1036172382","https://openalex.org/W1572404648","https://openalex.org/W1686810756","https://openalex.org/W2062118960","https://openalex.org/W2165698076","https://openalex.org/W2558580397","https://openalex.org/W2755522004","https://openalex.org/W2789876780","https://openalex.org/W2919115771","https://openalex.org/W2963446712","https://openalex.org/W2964137095","https://openalex.org/W3003901880","https://openalex.org/W3004906315","https://openalex.org/W3006110666","https://openalex.org/W3006643024","https://openalex.org/W3007170347","https://openalex.org/W3007497549","https://openalex.org/W3007764760","https://openalex.org/W3008985036","https://openalex.org/W3010182902","https://openalex.org/W3010278110","https://openalex.org/W3010381061","https://openalex.org/W3010659930","https://openalex.org/W3012127105","https://openalex.org/W3012751338","https://openalex.org/W3012808206","https://openalex.org/W3013277995","https://openalex.org/W3013760565","https://openalex.org/W3014322576","https://openalex.org/W3014337038","https://openalex.org/W3016794870","https://openalex.org/W3017243633","https://openalex.org/W3019980738","https://openalex.org/W3022625551","https://openalex.org/W3023180050","https://openalex.org/W3034158013","https://openalex.org/W3037538421","https://openalex.org/W3042239862","https://openalex.org/W3064374686","https://openalex.org/W3081248017","https://openalex.org/W3082685535","https://openalex.org/W3082801331","https://openalex.org/W3085306326","https://openalex.org/W3092569123","https://openalex.org/W3105081694","https://openalex.org/W3121279955","https://openalex.org/W3124507876","https://openalex.org/W3127370450","https://openalex.org/W3139487216","https://openalex.org/W3139833881","https://openalex.org/W3163405749","https://openalex.org/W4238252150","https://openalex.org/W6600041127"],"related_works":["https://openalex.org/W2794896638","https://openalex.org/W4385398839","https://openalex.org/W4384700341","https://openalex.org/W1807784185","https://openalex.org/W3202800081","https://openalex.org/W1909207154","https://openalex.org/W3124390867","https://openalex.org/W3101614107","https://openalex.org/W3204228978","https://openalex.org/W1514365828"],"abstract_inverted_index":null,"counts_by_year":[{"year":2026,"cited_by_count":5},{"year":2025,"cited_by_count":15},{"year":2024,"cited_by_count":21},{"year":2023,"cited_by_count":26},{"year":2022,"cited_by_count":19},{"year":2021,"cited_by_count":7}],"updated_date":"2026-07-23T08:03:31.855105","created_date":"2025-10-10T00:00:00"}
