{"id":"https://openalex.org/W3128168424","doi":"https://doi.org/10.1109/icspis51252.2020.9340145","title":"Accurate Prediction of COVID-19 (+) Using AI Deep VGG16 Model","display_name":"Accurate Prediction of COVID-19 (+) Using AI Deep VGG16 Model","publication_year":2020,"publication_date":"2020-11-25","ids":{"openalex":"https://openalex.org/W3128168424","doi":"https://doi.org/10.1109/icspis51252.2020.9340145","mag":"3128168424"},"language":"en","primary_location":{"id":"doi:10.1109/icspis51252.2020.9340145","is_oa":true,"landing_page_url":"https://doi.org/10.1109/icspis51252.2020.9340145","pdf_url":"https://ieeexplore.ieee.org/ielx7/9340125/9340126/09340145.pdf","source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2020 3rd International Conference on Signal Processing and Information Security (ICSPIS)","raw_type":"proceedings-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://ieeexplore.ieee.org/ielx7/9340125/9340126/09340145.pdf","any_repository_has_fulltext":null},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5044789227","display_name":"Alavikunhu Panthakkan","orcid":"https://orcid.org/0000-0002-7746-0609"},"institutions":[{"id":"https://openalex.org/I132806614","display_name":"University of Dubai","ror":"https://ror.org/05h0z7c09","country_code":"AE","type":"education","lineage":["https://openalex.org/I132806614"]}],"countries":["AE"],"is_corresponding":true,"raw_author_name":"Alavikunhu Panthakkan","raw_affiliation_strings":["College of Engineering and IT, University of Dubai,U.A.E","College of Engineering and IT, University of Dubai, U.A.E"],"affiliations":[{"raw_affiliation_string":"College of Engineering and IT, University of Dubai,U.A.E","institution_ids":["https://openalex.org/I132806614"]},{"raw_affiliation_string":"College of Engineering and IT, University of Dubai, U.A.E","institution_ids":["https://openalex.org/I132806614"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5071967802","display_name":"S. M. Anzar","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"S.M. Anzar","raw_affiliation_strings":["TKM College of Engineering,Department of Electronics and Communication,Kollam,India","Department of Electronics and Communication, TKM College of Engineering, Kollam, India"],"affiliations":[{"raw_affiliation_string":"TKM College of Engineering,Department of Electronics and Communication,Kollam,India","institution_ids":[]},{"raw_affiliation_string":"Department of Electronics and Communication, TKM College of Engineering, Kollam, India","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5021086706","display_name":"Saeed Al Mansoori","orcid":"https://orcid.org/0000-0001-8499-2809"},"institutions":[{"id":"https://openalex.org/I196409605","display_name":"Mohammed Bin Rashid School of Government","ror":"https://ror.org/05hvw0333","country_code":"AE","type":"education","lineage":["https://openalex.org/I196409605"]}],"countries":["AE"],"is_corresponding":false,"raw_author_name":"Saeed Al Mansoori","raw_affiliation_strings":["Mohammed Bin Rashid Space Centre (MBRSC),Applications Development and Analysis Section,UAE","Applications Development and Analysis Section, Mohammed Bin Rashid Space Centre (MBRSC), UAE"],"affiliations":[{"raw_affiliation_string":"Mohammed Bin Rashid Space Centre (MBRSC),Applications Development and Analysis Section,UAE","institution_ids":["https://openalex.org/I196409605"]},{"raw_affiliation_string":"Applications Development and Analysis Section, Mohammed Bin Rashid Space Centre (MBRSC), UAE","institution_ids":[]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5013850016","display_name":"Hussain Al-Ahmad","orcid":"https://orcid.org/0000-0002-5781-5476"},"institutions":[{"id":"https://openalex.org/I132806614","display_name":"University of Dubai","ror":"https://ror.org/05h0z7c09","country_code":"AE","type":"education","lineage":["https://openalex.org/I132806614"]}],"countries":["AE"],"is_corresponding":false,"raw_author_name":"Hussain Al Ahmad","raw_affiliation_strings":["College of Engineering and IT, University of Dubai,U.A.E","College of Engineering and IT, University of Dubai, U.A.E"],"affiliations":[{"raw_affiliation_string":"College of Engineering and IT, University of Dubai,U.A.E","institution_ids":["https://openalex.org/I132806614"]},{"raw_affiliation_string":"College of Engineering and IT, University of Dubai, U.A.E","institution_ids":["https://openalex.org/I132806614"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5044789227"],"corresponding_institution_ids":["https://openalex.org/I132806614"],"apc_list":null,"apc_paid":null,"fwci":1.5586,"has_fulltext":true,"cited_by_count":19,"citation_normalized_percentile":{"value":0.86433407,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":94,"max":99},"biblio":{"volume":null,"issue":null,"first_page":"1","last_page":"4"},"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/T12422","display_name":"Radiomics and Machine Learning in Medical Imaging","score":0.9858999848365784,"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/T11636","display_name":"Artificial Intelligence in Healthcare and Education","score":0.9559999704360962,"subfield":{"id":"https://openalex.org/subfields/2718","display_name":"Health Informatics"},"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/coronavirus-disease-2019","display_name":"Coronavirus disease 2019 (COVID-19)","score":0.745448112487793},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.6374401450157166},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6064804792404175},{"id":"https://openalex.org/keywords/transfer-of-learning","display_name":"Transfer of learning","score":0.5684230327606201},{"id":"https://openalex.org/keywords/recall","display_name":"Recall","score":0.5088553428649902},{"id":"https://openalex.org/keywords/binary-classification","display_name":"Binary classification","score":0.47001150250434875},{"id":"https://openalex.org/keywords/2019-20-coronavirus-outbreak","display_name":"2019-20 coronavirus outbreak","score":0.44336599111557007},{"id":"https://openalex.org/keywords/deep-learning","display_name":"Deep learning","score":0.4391828179359436},{"id":"https://openalex.org/keywords/severe-acute-respiratory-syndrome-coronavirus-2","display_name":"Severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2)","score":0.4259997606277466},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.41347992420196533},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.37773770093917847},{"id":"https://openalex.org/keywords/support-vector-machine","display_name":"Support vector machine","score":0.2942229211330414},{"id":"https://openalex.org/keywords/medicine","display_name":"Medicine","score":0.13778364658355713},{"id":"https://openalex.org/keywords/psychology","display_name":"Psychology","score":0.09643495082855225},{"id":"https://openalex.org/keywords/pathology","display_name":"Pathology","score":0.08534890413284302}],"concepts":[{"id":"https://openalex.org/C3008058167","wikidata":"https://www.wikidata.org/wiki/Q84263196","display_name":"Coronavirus disease 2019 (COVID-19)","level":4,"score":0.745448112487793},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.6374401450157166},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6064804792404175},{"id":"https://openalex.org/C150899416","wikidata":"https://www.wikidata.org/wiki/Q1820378","display_name":"Transfer of learning","level":2,"score":0.5684230327606201},{"id":"https://openalex.org/C100660578","wikidata":"https://www.wikidata.org/wiki/Q18733","display_name":"Recall","level":2,"score":0.5088553428649902},{"id":"https://openalex.org/C66905080","wikidata":"https://www.wikidata.org/wiki/Q17005494","display_name":"Binary classification","level":3,"score":0.47001150250434875},{"id":"https://openalex.org/C3006700255","wikidata":"https://www.wikidata.org/wiki/Q81068910","display_name":"2019-20 coronavirus outbreak","level":3,"score":0.44336599111557007},{"id":"https://openalex.org/C108583219","wikidata":"https://www.wikidata.org/wiki/Q197536","display_name":"Deep learning","level":2,"score":0.4391828179359436},{"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":0.4259997606277466},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.41347992420196533},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.37773770093917847},{"id":"https://openalex.org/C12267149","wikidata":"https://www.wikidata.org/wiki/Q282453","display_name":"Support vector machine","level":2,"score":0.2942229211330414},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.13778364658355713},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.09643495082855225},{"id":"https://openalex.org/C142724271","wikidata":"https://www.wikidata.org/wiki/Q7208","display_name":"Pathology","level":1,"score":0.08534890413284302},{"id":"https://openalex.org/C116675565","wikidata":"https://www.wikidata.org/wiki/Q3241045","display_name":"Outbreak","level":2,"score":0.0},{"id":"https://openalex.org/C180747234","wikidata":"https://www.wikidata.org/wiki/Q23373","display_name":"Cognitive psychology","level":1,"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/C2779134260","wikidata":"https://www.wikidata.org/wiki/Q12136","display_name":"Disease","level":2,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/icspis51252.2020.9340145","is_oa":true,"landing_page_url":"https://doi.org/10.1109/icspis51252.2020.9340145","pdf_url":"https://ieeexplore.ieee.org/ielx7/9340125/9340126/09340145.pdf","source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2020 3rd International Conference on Signal Processing and Information Security (ICSPIS)","raw_type":"proceedings-article"}],"best_oa_location":{"id":"doi:10.1109/icspis51252.2020.9340145","is_oa":true,"landing_page_url":"https://doi.org/10.1109/icspis51252.2020.9340145","pdf_url":"https://ieeexplore.ieee.org/ielx7/9340125/9340126/09340145.pdf","source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2020 3rd International Conference on Signal Processing and Information Security (ICSPIS)","raw_type":"proceedings-article"},"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":true,"grobid_xml":true},"content_urls":{"pdf":"https://content.openalex.org/works/W3128168424.pdf","grobid_xml":"https://content.openalex.org/works/W3128168424.grobid-xml"},"referenced_works_count":17,"referenced_works":["https://openalex.org/W1686810756","https://openalex.org/W3007497549","https://openalex.org/W3010223921","https://openalex.org/W3010702679","https://openalex.org/W3010704576","https://openalex.org/W3013019084","https://openalex.org/W3013601031","https://openalex.org/W3017855299","https://openalex.org/W3022719712","https://openalex.org/W3039545596","https://openalex.org/W3041809298","https://openalex.org/W3046563483","https://openalex.org/W3101156210","https://openalex.org/W3139487216","https://openalex.org/W3162351260","https://openalex.org/W6774964072","https://openalex.org/W6777027340"],"related_works":["https://openalex.org/W4206357785","https://openalex.org/W4281381188","https://openalex.org/W3192840557","https://openalex.org/W2951211570","https://openalex.org/W4375928479","https://openalex.org/W3167935049","https://openalex.org/W3023427754","https://openalex.org/W3131673289","https://openalex.org/W4393011546","https://openalex.org/W3198847674"],"abstract_inverted_index":{"Current":[0],"research":[1],"aims":[2],"at":[3],"the":[4,27,34,49,61,70,89,93,97,113,118,148],"efficient":[5,125],"prediction":[6],"of":[7,18,39,48,60,69,92,106],"COVID-19":[8,40,54,145],"(+)":[9,55,146],"by":[10,16,67],"employing":[11],"advanced":[12],"machine":[13],"intelligence":[14],"techniques":[15],"means":[17,68],"lung":[19,50,149],"X-rays.":[20,150],"In":[21],"this":[22],"paper,":[23],"we":[24],"have":[25],"presented":[26],"promising":[28],"VGG16":[29,99],"transfer":[30],"learning":[31],"model":[32,100],"for":[33,128],"accurate":[35],"and":[36,56,78,126,137,140],"faster":[37],"diagnosis":[38],"(+).":[41],"The":[42,58,120],"system":[43,62],"provides":[44,101],"a":[45],"binary":[46],"classification":[47,91],"X-ray":[51,86],"image":[52],"into":[53],"Normal.":[57],"effectiveness":[59],"being":[63],"proposed":[64,98],"is":[65,109,123],"appraised":[66],"performance":[71],"metrics":[72],"such":[73],"as":[74],"accuracy,":[75],"precision,":[76],"recall,":[77],"f1":[79],"score.":[80],"Experiments":[81],"were":[82],"performed":[83],"with":[84],"2000":[85],"specimens.":[87],"For":[88],"two-class":[90],"reported":[94],"sample":[95],"size,":[96],"an":[102],"outstanding":[103],"recognition":[104],"accuracy":[105],"99.5%,":[107],"which":[108],"loftier":[110],"to":[111,135,143],"all":[112],"contemporary":[114],"methods":[115],"provided":[116],"in":[117],"literature.":[119],"suggested":[121],"approach":[122],"extremely":[124],"precise,":[127],"that":[129],"reason,":[130],"it":[131],"can":[132],"be":[133],"used":[134],"aid":[136],"support":[138],"radiologists":[139],"healthcare":[141],"professionals":[142],"identify":[144],"utilizing":[147]},"counts_by_year":[{"year":2025,"cited_by_count":3},{"year":2024,"cited_by_count":2},{"year":2023,"cited_by_count":3},{"year":2022,"cited_by_count":7},{"year":2021,"cited_by_count":4}],"updated_date":"2026-03-25T14:56:36.534964","created_date":"2025-10-10T00:00:00"}