{"id":"https://openalex.org/W4379932956","doi":"https://doi.org/10.1145/3590837.3590857","title":"Classification and Localization of COVID-19 based on a Pneumonia Radiograph using a Deep Learning Approach","display_name":"Classification and Localization of COVID-19 based on a Pneumonia Radiograph using a Deep Learning Approach","publication_year":2022,"publication_date":"2022-12-23","ids":{"openalex":"https://openalex.org/W4379932956","doi":"https://doi.org/10.1145/3590837.3590857"},"language":"en","primary_location":{"id":"doi:10.1145/3590837.3590857","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3590837.3590857","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 4th International Conference on Information Management &amp; Machine Intelligence","raw_type":"proceedings-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":false,"oa_status":"closed","oa_url":null,"any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5028071447","display_name":"M. Anto Bennet","orcid":"https://orcid.org/0000-0002-0234-4873"},"institutions":[{"id":"https://openalex.org/I1330855593","display_name":"Vel Tech Rangarajan Dr. Sagunthala R&D Institute of Science and Technology","ror":"https://ror.org/05bc5bx80","country_code":"IN","type":"education","lineage":["https://openalex.org/I1330855593"]}],"countries":["IN"],"is_corresponding":true,"raw_author_name":"M. Anto Bennet","raw_affiliation_strings":["Electronics &amp; Communication Engineering, Vel Tech Rangarajan Dr, Sagunthala R&amp;D Institute of Science and Technology, India and \rElectronics &amp; Communication Engineering, Vel Tech Rangarajan Dr, Sagunthala R&amp;D Institute of Science and Technology, India"],"raw_orcid":"https://orcid.org/0000-0002-0234-4873","affiliations":[{"raw_affiliation_string":"Electronics &amp; Communication Engineering, Vel Tech Rangarajan Dr, Sagunthala R&amp;D Institute of Science and Technology, India and \rElectronics &amp; Communication Engineering, Vel Tech Rangarajan Dr, Sagunthala R&amp;D Institute of Science and Technology, India","institution_ids":["https://openalex.org/I1330855593"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100717202","display_name":"S. S. Saranya","orcid":null},"institutions":[{"id":"https://openalex.org/I145286018","display_name":"SRM Institute of Science and Technology","ror":"https://ror.org/050113w36","country_code":"IN","type":"education","lineage":["https://openalex.org/I145286018"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"S. S. Saranya","raw_affiliation_strings":["School of Computing, SRM Institute of Science and Technology, Kattankulathur Campus, India and \rSchool of Computing, SRM Institute of Science and Technology, Kattankulathur Campus, India"],"raw_orcid":"https://orcid.org/0000-0001-5087-5508","affiliations":[{"raw_affiliation_string":"School of Computing, SRM Institute of Science and Technology, Kattankulathur Campus, India and \rSchool of Computing, SRM Institute of Science and Technology, Kattankulathur Campus, India","institution_ids":["https://openalex.org/I145286018"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101818798","display_name":"Dinesh Goyal","orcid":"https://orcid.org/0000-0001-5442-5870"},"institutions":[{"id":"https://openalex.org/I4210126659","display_name":"Poornima University","ror":"https://ror.org/03gnqp653","country_code":"IN","type":"education","lineage":["https://openalex.org/I4210126659"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"Dinesh Goyal","raw_affiliation_strings":["Computer Science &amp; Engineering, Poornima Institute of Engineering and Technology, India and \rComputer Science &amp; Engineering, Poornima Institute of Engineering and Technology, India"],"raw_orcid":"https://orcid.org/0000-0001-5442-5870","affiliations":[{"raw_affiliation_string":"Computer Science &amp; Engineering, Poornima Institute of Engineering and Technology, India and \rComputer Science &amp; Engineering, Poornima Institute of Engineering and Technology, India","institution_ids":["https://openalex.org/I4210126659"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5026191243","display_name":"Pankaj Dadheech","orcid":"https://orcid.org/0000-0001-5783-1989"},"institutions":[{"id":"https://openalex.org/I4210145362","display_name":"Institute of Technology Management","ror":"https://ror.org/03c4qaa56","country_code":"IN","type":"facility","lineage":["https://openalex.org/I1340206300","https://openalex.org/I4210145362","https://openalex.org/I4210150591"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"Pankaj Dadheech","raw_affiliation_strings":["Computer Science &amp; Engineering, Swami Keshvanand Institute of Technology, Management &amp; Gramothan (SKIT), India and \rComputer Science &amp; Engineering, Swami Keshvanand Institute of Technology, Management &amp; Gramothan (SKIT), India"],"raw_orcid":"https://orcid.org/0000-0001-5783-1989","affiliations":[{"raw_affiliation_string":"Computer Science &amp; Engineering, Swami Keshvanand Institute of Technology, Management &amp; Gramothan (SKIT), India and \rComputer Science &amp; Engineering, Swami Keshvanand Institute of Technology, Management &amp; Gramothan (SKIT), India","institution_ids":["https://openalex.org/I4210145362"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5103259989","display_name":"S. Balu","orcid":null},"institutions":[{"id":"https://openalex.org/I213512949","display_name":"T A Pai Management Institute","ror":"https://ror.org/05saacc29","country_code":"IN","type":"education","lineage":["https://openalex.org/I213512949"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"S. Balu","raw_affiliation_strings":["Computer Science &amp; Engineering, Paavai Engineering College, India and \rComputer Science &amp; Engineering, Paavai Engineering College, India"],"raw_orcid":"https://orcid.org/0000-0003-1504-1326","affiliations":[{"raw_affiliation_string":"Computer Science &amp; Engineering, Paavai Engineering College, India and \rComputer Science &amp; Engineering, Paavai Engineering College, India","institution_ids":["https://openalex.org/I213512949"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5082920406","display_name":"Sudhakar Sengan","orcid":"https://orcid.org/0000-0003-4901-1432"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Sudhakar Sengan","raw_affiliation_strings":["Computer Science &amp; Engineering, PSN College of Engineering and Technology, India and \rComputer Science &amp; Engineering, PSN College of Engineering and Technology, India"],"raw_orcid":"https://orcid.org/0000-0003-4901-1432","affiliations":[{"raw_affiliation_string":"Computer Science &amp; Engineering, PSN College of Engineering and Technology, India and \rComputer Science &amp; Engineering, PSN College of Engineering and Technology, India","institution_ids":[]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":6,"corresponding_author_ids":["https://openalex.org/A5028071447"],"corresponding_institution_ids":["https://openalex.org/I1330855593"],"apc_list":null,"apc_paid":null,"fwci":0.2888,"has_fulltext":false,"cited_by_count":2,"citation_normalized_percentile":{"value":0.583661,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":95,"max":96},"biblio":{"volume":null,"issue":null,"first_page":"1","last_page":"6"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11775","display_name":"COVID-19 diagnosis using AI","score":0.9998999834060669,"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":0.9998999834060669,"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":0.9850999712944031,"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/T12422","display_name":"Radiomics and Machine Learning in Medical Imaging","score":0.9674999713897705,"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/convolutional-neural-network","display_name":"Convolutional neural network","score":0.8408703207969666},{"id":"https://openalex.org/keywords/deep-learning","display_name":"Deep learning","score":0.7961573600769043},{"id":"https://openalex.org/keywords/coronavirus-disease-2019","display_name":"Coronavirus disease 2019 (COVID-19)","score":0.7533389329910278},{"id":"https://openalex.org/keywords/pneumonia","display_name":"Pneumonia","score":0.7444049119949341},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.6084532141685486},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.5959771871566772},{"id":"https://openalex.org/keywords/pandemic","display_name":"Pandemic","score":0.5226026177406311},{"id":"https://openalex.org/keywords/viral-pneumonia","display_name":"Viral pneumonia","score":0.5058616995811462},{"id":"https://openalex.org/keywords/severe-acute-respiratory-syndrome-coronavirus-2","display_name":"Severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2)","score":0.46857500076293945},{"id":"https://openalex.org/keywords/medicine","display_name":"Medicine","score":0.37487006187438965},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.3434169888496399},{"id":"https://openalex.org/keywords/disease","display_name":"Disease","score":0.18599238991737366},{"id":"https://openalex.org/keywords/pathology","display_name":"Pathology","score":0.12342643737792969},{"id":"https://openalex.org/keywords/internal-medicine","display_name":"Internal medicine","score":0.11195653676986694},{"id":"https://openalex.org/keywords/infectious-disease","display_name":"Infectious disease (medical specialty)","score":0.10323518514633179}],"concepts":[{"id":"https://openalex.org/C81363708","wikidata":"https://www.wikidata.org/wiki/Q17084460","display_name":"Convolutional neural network","level":2,"score":0.8408703207969666},{"id":"https://openalex.org/C108583219","wikidata":"https://www.wikidata.org/wiki/Q197536","display_name":"Deep learning","level":2,"score":0.7961573600769043},{"id":"https://openalex.org/C3008058167","wikidata":"https://www.wikidata.org/wiki/Q84263196","display_name":"Coronavirus disease 2019 (COVID-19)","level":4,"score":0.7533389329910278},{"id":"https://openalex.org/C2777914695","wikidata":"https://www.wikidata.org/wiki/Q12192","display_name":"Pneumonia","level":2,"score":0.7444049119949341},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.6084532141685486},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5959771871566772},{"id":"https://openalex.org/C89623803","wikidata":"https://www.wikidata.org/wiki/Q12184","display_name":"Pandemic","level":5,"score":0.5226026177406311},{"id":"https://openalex.org/C2778158872","wikidata":"https://www.wikidata.org/wiki/Q2603200","display_name":"Viral pneumonia","level":5,"score":0.5058616995811462},{"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":0.46857500076293945},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.37487006187438965},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.3434169888496399},{"id":"https://openalex.org/C2779134260","wikidata":"https://www.wikidata.org/wiki/Q12136","display_name":"Disease","level":2,"score":0.18599238991737366},{"id":"https://openalex.org/C142724271","wikidata":"https://www.wikidata.org/wiki/Q7208","display_name":"Pathology","level":1,"score":0.12342643737792969},{"id":"https://openalex.org/C126322002","wikidata":"https://www.wikidata.org/wiki/Q11180","display_name":"Internal medicine","level":1,"score":0.11195653676986694},{"id":"https://openalex.org/C524204448","wikidata":"https://www.wikidata.org/wiki/Q788926","display_name":"Infectious disease (medical specialty)","level":3,"score":0.10323518514633179}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1145/3590837.3590857","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3590837.3590857","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 4th International Conference on Information Management &amp; Machine Intelligence","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"display_name":"Good health and well-being","score":0.8500000238418579,"id":"https://metadata.un.org/sdg/3"}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":13,"referenced_works":["https://openalex.org/W3088763214","https://openalex.org/W3097582232","https://openalex.org/W3110386271","https://openalex.org/W3118839112","https://openalex.org/W3138220426","https://openalex.org/W3184778778","https://openalex.org/W3208570636","https://openalex.org/W3209574471","https://openalex.org/W3214479671","https://openalex.org/W4200229613","https://openalex.org/W4281902567","https://openalex.org/W4285390770","https://openalex.org/W4311610036"],"related_works":["https://openalex.org/W4226493464","https://openalex.org/W4312417841","https://openalex.org/W3193565141","https://openalex.org/W3133861977","https://openalex.org/W3167935049","https://openalex.org/W3029198973","https://openalex.org/W3105985586","https://openalex.org/W2411902499","https://openalex.org/W2372777018","https://openalex.org/W2926242485"],"abstract_inverted_index":{"The":[0,36,116,141,156,197],"world":[1],"is":[2,22,62,101,114,118,148,159,171,176,181,189],"battling":[3],"the":[4,17,29,60,96,108,124,130,135,151,174,186],"pandemic":[5],"corona":[6,97],"virus":[7,33],"disease":[8],"(COVID-19)":[9],"now,":[10],"and":[11,57,89,107,127,138,161,178],"even":[12],"after":[13],"2":[14],"years":[15],"of":[16,39,59,85,203],"COVID-19":[18,40,50],"pandemic,":[19],"this":[20,32],"technology":[21],"still":[23],"not":[24,72],"reasonably":[25],"advanced":[26],"to":[27,80,144,183,205],"tackle":[28],"battle":[30],"against":[31],"most":[34],"efficiently.":[35],"total":[37],"number":[38],"cases":[41],"worldwide":[42],"surpassed":[43],"420":[44],"million,":[45],"with":[46,54,87,120,147],"5.8":[47],"million":[48],"deaths.":[49],"infects":[51],"a":[52,162,179],"person":[53,65],"various":[55],"symptoms,":[56],"one":[58],"symptoms":[61],"pneumonia.":[63],"A":[64],"suffering":[66],"from":[67,123],"pneumonia":[68,88,192,194],"may":[69,71],"or":[70,193],"be":[73],"carrying":[74],"COVID-19.":[75,196],"This":[76,99],"research":[77],"article":[78],"aims":[79],"describe":[81],"an":[82,201],"X-radiation":[83],"(X-ray)":[84],"patients":[86],"proposes":[90],"other":[91],"subjects":[92],"who":[93],"also":[94],"have":[95],"virus.":[98],"system":[100],"based":[102],"on":[103],"Deep":[104],"Learning":[105],"(DL),":[106],"Convolutional":[109],"Neural":[110,152],"Networks":[111],"(CNN)":[112],"method":[113],"applied.":[115,172],"work":[117],"done":[119,182],"additional":[121],"help":[122],"frameworks":[125],"Tensorflow":[126],"Keras.":[128],"Firstly,":[129],"images":[131],"are":[132],"loaded":[133],"into":[134],"compiler,":[136],"cleaned,":[137],"preprocessed":[139],"accordingly.":[140],"next":[142],"thing":[143],"come":[145],"up":[146,150],"setting":[149],"Network":[153],"(NN)":[154],"layer.":[155],"CNN":[157],"layer":[158],"formed,":[160],"particular":[163],"Activation":[164],"Function":[165],"(AF),":[166],"Rectified":[167],"Linear":[168],"Unit":[169],"(ReLu),":[170],"Finally,":[173],"model":[175],"trained,":[177],"classification":[180],"determine":[184],"whether":[185],"patient's":[187],"X-ray":[188],"only":[190],"for":[191],"+":[195],"paper's":[198],"outcome":[199],"has":[200],"accuracy":[202],"96%":[204],"98%.":[206]},"counts_by_year":[{"year":2025,"cited_by_count":2}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
