{"id":"https://openalex.org/W3210090880","doi":"https://doi.org/10.1109/icccnt51525.2021.9579917","title":"A Convolutional Neural Network Model for Detecting COVID-19 from CT Scans","display_name":"A Convolutional Neural Network Model for Detecting COVID-19 from CT Scans","publication_year":2021,"publication_date":"2021-07-06","ids":{"openalex":"https://openalex.org/W3210090880","doi":"https://doi.org/10.1109/icccnt51525.2021.9579917","mag":"3210090880"},"language":"en","primary_location":{"id":"doi:10.1109/icccnt51525.2021.9579917","is_oa":false,"landing_page_url":"https://doi.org/10.1109/icccnt51525.2021.9579917","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2021 12th International Conference on Computing Communication and Networking Technologies (ICCCNT)","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/A5020996537","display_name":"Swetha S. Shenoy","orcid":null},"institutions":[],"countries":[],"is_corresponding":true,"raw_author_name":"Swetha S. Shenoy","raw_affiliation_strings":["Department of Electronics and Communication Engineering, College of Engineering, Trivandrum, India"],"affiliations":[{"raw_affiliation_string":"Department of Electronics and Communication Engineering, College of Engineering, Trivandrum, India","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5104008523","display_name":"Shilpa K. Prabha","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Shilpa K. Prabha","raw_affiliation_strings":["Department of Electronics and Communication Engineering, College of Engineering, Trivandrum, India"],"affiliations":[{"raw_affiliation_string":"Department of Electronics and Communication Engineering, College of Engineering, Trivandrum, India","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5035317113","display_name":"Athira A. K","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Athira A. K","raw_affiliation_strings":["Department of Electronics and Communication Engineering, College of Engineering, Trivandrum, India"],"affiliations":[{"raw_affiliation_string":"Department of Electronics and Communication Engineering, College of Engineering, Trivandrum, India","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5035810624","display_name":"Najitha Arangodan","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Najitha Arangodan","raw_affiliation_strings":["Department of Electronics and Communication Engineering, College of Engineering, Trivandrum, India"],"affiliations":[{"raw_affiliation_string":"Department of Electronics and Communication Engineering, College of Engineering, Trivandrum, India","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5064964851","display_name":"Jeena R. S","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Jeena R. S","raw_affiliation_strings":["Department of Electronics and Communication Engineering, College of Engineering, Trivandrum, India"],"affiliations":[{"raw_affiliation_string":"Department of Electronics and Communication Engineering, College of Engineering, Trivandrum, India","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5072480988","display_name":"Sreeni K. G","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Sreeni K. G","raw_affiliation_strings":["Department of Electronics and Communication Engineering, College of Engineering, Trivandrum, India"],"affiliations":[{"raw_affiliation_string":"Department of Electronics and Communication Engineering, College of Engineering, Trivandrum, India","institution_ids":[]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5061221007","display_name":"Anurenjan P. R","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Anurenjan P. R","raw_affiliation_strings":["Department of Electronics and Communication Engineering, College of Engineering, Trivandrum, India"],"affiliations":[{"raw_affiliation_string":"Department of Electronics and Communication Engineering, College of Engineering, Trivandrum, India","institution_ids":[]}]}],"institutions":[],"countries_distinct_count":0,"institutions_distinct_count":7,"corresponding_author_ids":["https://openalex.org/A5020996537"],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":0.1375,"has_fulltext":false,"cited_by_count":1,"citation_normalized_percentile":{"value":0.50557874,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":94},"biblio":{"volume":null,"issue":null,"first_page":null,"last_page":null},"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":0.9722999930381775,"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/T13702","display_name":"Machine Learning in Healthcare","score":0.9686999917030334,"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/convolutional-neural-network","display_name":"Convolutional neural network","score":0.8173046112060547},{"id":"https://openalex.org/keywords/coronavirus-disease-2019","display_name":"Coronavirus disease 2019 (COVID-19)","score":0.7715076208114624},{"id":"https://openalex.org/keywords/transfer-of-learning","display_name":"Transfer of learning","score":0.7674428224563599},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7246609926223755},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.6890485882759094},{"id":"https://openalex.org/keywords/computed-tomography","display_name":"Computed tomography","score":0.581586480140686},{"id":"https://openalex.org/keywords/deep-learning","display_name":"Deep learning","score":0.5574604272842407},{"id":"https://openalex.org/keywords/artificial-neural-network","display_name":"Artificial neural network","score":0.45497795939445496},{"id":"https://openalex.org/keywords/pneumonia","display_name":"Pneumonia","score":0.4440057873725891},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.4330364465713501},{"id":"https://openalex.org/keywords/severe-acute-respiratory-syndrome-coronavirus-2","display_name":"Severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2)","score":0.4183383285999298},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.3338019847869873},{"id":"https://openalex.org/keywords/radiology","display_name":"Radiology","score":0.22870147228240967},{"id":"https://openalex.org/keywords/medicine","display_name":"Medicine","score":0.13230979442596436},{"id":"https://openalex.org/keywords/pathology","display_name":"Pathology","score":0.08722004294395447}],"concepts":[{"id":"https://openalex.org/C81363708","wikidata":"https://www.wikidata.org/wiki/Q17084460","display_name":"Convolutional neural network","level":2,"score":0.8173046112060547},{"id":"https://openalex.org/C3008058167","wikidata":"https://www.wikidata.org/wiki/Q84263196","display_name":"Coronavirus disease 2019 (COVID-19)","level":4,"score":0.7715076208114624},{"id":"https://openalex.org/C150899416","wikidata":"https://www.wikidata.org/wiki/Q1820378","display_name":"Transfer of learning","level":2,"score":0.7674428224563599},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7246609926223755},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.6890485882759094},{"id":"https://openalex.org/C544519230","wikidata":"https://www.wikidata.org/wiki/Q32566","display_name":"Computed tomography","level":2,"score":0.581586480140686},{"id":"https://openalex.org/C108583219","wikidata":"https://www.wikidata.org/wiki/Q197536","display_name":"Deep learning","level":2,"score":0.5574604272842407},{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.45497795939445496},{"id":"https://openalex.org/C2777914695","wikidata":"https://www.wikidata.org/wiki/Q12192","display_name":"Pneumonia","level":2,"score":0.4440057873725891},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.4330364465713501},{"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":0.4183383285999298},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.3338019847869873},{"id":"https://openalex.org/C126838900","wikidata":"https://www.wikidata.org/wiki/Q77604","display_name":"Radiology","level":1,"score":0.22870147228240967},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.13230979442596436},{"id":"https://openalex.org/C142724271","wikidata":"https://www.wikidata.org/wiki/Q7208","display_name":"Pathology","level":1,"score":0.08722004294395447},{"id":"https://openalex.org/C2779134260","wikidata":"https://www.wikidata.org/wiki/Q12136","display_name":"Disease","level":2,"score":0.0},{"id":"https://openalex.org/C126322002","wikidata":"https://www.wikidata.org/wiki/Q11180","display_name":"Internal medicine","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}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/icccnt51525.2021.9579917","is_oa":false,"landing_page_url":"https://doi.org/10.1109/icccnt51525.2021.9579917","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2021 12th International Conference on Computing Communication and Networking Technologies (ICCCNT)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":16,"referenced_works":["https://openalex.org/W3005879071","https://openalex.org/W3008627141","https://openalex.org/W3011414569","https://openalex.org/W3013019084","https://openalex.org/W3014159788","https://openalex.org/W3015021600","https://openalex.org/W3017855299","https://openalex.org/W3086039674","https://openalex.org/W3090633738","https://openalex.org/W3118145996","https://openalex.org/W3133191822","https://openalex.org/W6773675225","https://openalex.org/W6775352234","https://openalex.org/W6775376942","https://openalex.org/W6775664044","https://openalex.org/W6783393758"],"related_works":["https://openalex.org/W4226493464","https://openalex.org/W4312417841","https://openalex.org/W3183901164","https://openalex.org/W3193565141","https://openalex.org/W3133861977","https://openalex.org/W4206357785","https://openalex.org/W3192840557","https://openalex.org/W4281381188","https://openalex.org/W2951211570","https://openalex.org/W3167935049"],"abstract_inverted_index":{"Using":[0],"deep":[1],"learning":[2,22],"approaches,":[3],"this":[4],"work":[5],"presents":[6],"a":[7,65,87],"fully":[8],"automated":[9],"system":[10],"for":[11,90],"diagnosing":[12],"COVID-19":[13,91],"from":[14],"volumetric":[15],"chest":[16],"computed":[17],"tomography":[18],"(CT)":[19],"scans.":[20],"Transfer":[21],"technique":[23],"has":[24],"been":[25],"used":[26],"to":[27],"detect":[28],"and":[29,41,57,81],"classify":[30],"CT":[31],"scan":[32],"data":[33],"into":[34],"three":[35],"categories:":[36],"COVID-19,":[37],"CAP":[38],"(Community-acquired":[39],"pneumonia),":[40],"normal":[42],"cases.":[43],"The":[44,70],"proposed":[45,75],"model":[46,76],"was":[47,58],"built":[48],"on":[49],"top":[50],"of":[51,60,68],"the":[52,74],"pre-trained":[53],"AlexNet":[54],"model's":[55],"architecture":[56],"capable":[59],"performing":[61],"multi-classification":[62],"tasks":[63],"with":[64],"promising":[66],"accuracy":[67],"98.03%.":[69],"results":[71],"demonstrate":[72],"that":[73],"outperforms":[77],"other":[78],"current":[79],"models":[80],"may":[82],"thus":[83],"be":[84],"utilized":[85],"as":[86],"potential":[88],"tool":[89],"patient":[92],"diagnosis.":[93]},"counts_by_year":[{"year":2024,"cited_by_count":1}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
