{"id":"https://openalex.org/W4206463819","doi":"https://doi.org/10.15302/j-qb-021-0278","title":"COVIDX: Computer\u2010aided diagnosis of COVID\u201019 and its severity prediction with raw digital chest X\u2010ray scans","display_name":"COVIDX: Computer\u2010aided diagnosis of COVID\u201019 and its severity prediction with raw digital chest X\u2010ray scans","publication_year":2021,"publication_date":"2021-12-29","ids":{"openalex":"https://openalex.org/W4206463819","doi":"https://doi.org/10.15302/j-qb-021-0278"},"language":"en","primary_location":{"id":"doi:10.15302/j-qb-021-0278","is_oa":true,"landing_page_url":"https://doi.org/10.15302/j-qb-021-0278","pdf_url":null,"source":{"id":"https://openalex.org/S4210172333","display_name":"Quantitative Biology","issn_l":"2095-4689","issn":["2095-4689","2095-4697"],"is_oa":true,"is_in_doaj":true,"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":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Quantitative Biology","raw_type":"journal-article"},"type":"article","indexed_in":["arxiv","crossref","doaj"],"open_access":{"is_oa":true,"oa_status":"diamond","oa_url":"https://doi.org/10.15302/j-qb-021-0278","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5012765005","display_name":"Wajid Arshad Abbasi","orcid":"https://orcid.org/0000-0001-7691-5715"},"institutions":[{"id":"https://openalex.org/I146840658","display_name":"University of Azad Jammu and Kashmir","ror":"https://ror.org/015566d55","country_code":"PK","type":"education","lineage":["https://openalex.org/I146840658"]}],"countries":["PK"],"is_corresponding":true,"raw_author_name":"Wajid Arshad Abbasi","raw_affiliation_strings":["<!--1--> Computational Biology and Data Analysis Lab Department of Computer Sciences &amp; Information Technology King Abdullah Campus University of Azad Jammu &amp; Kashmir Muzaffarabad AJ&amp;K 13100 Pakistan","Computational Biology and Data Analysis Lab Department of Computer Sciences &amp; Information Technology King Abdullah Campus University of Azad Jammu &amp; Kashmir Muzaffarabad AJ&amp;K 13100 Pakistan"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"<!--1--> Computational Biology and Data Analysis Lab Department of Computer Sciences &amp; Information Technology King Abdullah Campus University of Azad Jammu &amp; Kashmir Muzaffarabad AJ&amp;K 13100 Pakistan","institution_ids":["https://openalex.org/I146840658"]},{"raw_affiliation_string":"Computational Biology and Data Analysis Lab Department of Computer Sciences &amp; Information Technology King Abdullah Campus University of Azad Jammu &amp; Kashmir Muzaffarabad AJ&amp;K 13100 Pakistan","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101428833","display_name":"Syed Ali Abbas","orcid":"https://orcid.org/0000-0001-7574-5179"},"institutions":[{"id":"https://openalex.org/I146840658","display_name":"University of Azad Jammu and Kashmir","ror":"https://ror.org/015566d55","country_code":"PK","type":"education","lineage":["https://openalex.org/I146840658"]}],"countries":["PK"],"is_corresponding":false,"raw_author_name":"Syed Ali Abbas","raw_affiliation_strings":["<!--1--> Computational Biology and Data Analysis Lab Department of Computer Sciences &amp; Information Technology King Abdullah Campus University of Azad Jammu &amp; Kashmir Muzaffarabad AJ&amp;K 13100 Pakistan","Computational Biology and Data Analysis Lab Department of Computer Sciences &amp; Information Technology King Abdullah Campus University of Azad Jammu &amp; Kashmir Muzaffarabad AJ&amp;K 13100 Pakistan"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"<!--1--> Computational Biology and Data Analysis Lab Department of Computer Sciences &amp; Information Technology King Abdullah Campus University of Azad Jammu &amp; Kashmir Muzaffarabad AJ&amp;K 13100 Pakistan","institution_ids":["https://openalex.org/I146840658"]},{"raw_affiliation_string":"Computational Biology and Data Analysis Lab Department of Computer Sciences &amp; Information Technology King Abdullah Campus University of Azad Jammu &amp; Kashmir Muzaffarabad AJ&amp;K 13100 Pakistan","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5077224800","display_name":"Saiqa Andleeb","orcid":"https://orcid.org/0000-0001-7888-6444"},"institutions":[{"id":"https://openalex.org/I146840658","display_name":"University of Azad Jammu and Kashmir","ror":"https://ror.org/015566d55","country_code":"PK","type":"education","lineage":["https://openalex.org/I146840658"]}],"countries":["PK"],"is_corresponding":false,"raw_author_name":"Saiqa Andleeb","raw_affiliation_strings":["<!--2--> Biotechnology Lab Department of Zoology King Abdullah Campus University of Azad Jammu &amp; Kashmir Muzaffarabad AJ&amp;K 13100 Pakistan","Computaional Biology and Data Analysis Lab., Department of Computer Sciences & Information Technology, King Abdullah Campus, University of Azad Jammu & Kashmir, Muzaffarabad, AJ&K, 13100, Pakistan","Biotechnology Lab Department of Zoology King Abdullah Campus University of Azad Jammu &amp; Kashmir Muzaffarabad AJ&amp;K 13100 Pakistan"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"<!--2--> Biotechnology Lab Department of Zoology King Abdullah Campus University of Azad Jammu &amp; Kashmir Muzaffarabad AJ&amp;K 13100 Pakistan","institution_ids":["https://openalex.org/I146840658"]},{"raw_affiliation_string":"Computaional Biology and Data Analysis Lab., Department of Computer Sciences & Information Technology, King Abdullah Campus, University of Azad Jammu & Kashmir, Muzaffarabad, AJ&K, 13100, Pakistan","institution_ids":[]},{"raw_affiliation_string":"Biotechnology Lab Department of Zoology King Abdullah Campus University of Azad Jammu &amp; Kashmir Muzaffarabad AJ&amp;K 13100 Pakistan","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5003144783","display_name":"Maryum Bibi","orcid":"https://orcid.org/0000-0001-9619-8565"},"institutions":[{"id":"https://openalex.org/I146840658","display_name":"University of Azad Jammu and Kashmir","ror":"https://ror.org/015566d55","country_code":"PK","type":"education","lineage":["https://openalex.org/I146840658"]}],"countries":["PK"],"is_corresponding":false,"raw_author_name":"Maryum Bibi","raw_affiliation_strings":["<!--1--> Computational Biology and Data Analysis Lab Department of Computer Sciences &amp; Information Technology King Abdullah Campus University of Azad Jammu &amp; Kashmir Muzaffarabad AJ&amp;K 13100 Pakistan","Computational Biology and Data Analysis Lab Department of Computer Sciences &amp; Information Technology King Abdullah Campus University of Azad Jammu &amp; Kashmir Muzaffarabad AJ&amp;K 13100 Pakistan"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"<!--1--> Computational Biology and Data Analysis Lab Department of Computer Sciences &amp; Information Technology King Abdullah Campus University of Azad Jammu &amp; Kashmir Muzaffarabad AJ&amp;K 13100 Pakistan","institution_ids":["https://openalex.org/I146840658"]},{"raw_affiliation_string":"Computational Biology and Data Analysis Lab Department of Computer Sciences &amp; Information Technology King Abdullah Campus University of Azad Jammu &amp; Kashmir Muzaffarabad AJ&amp;K 13100 Pakistan","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5082163732","display_name":"Fiaz Majeed","orcid":"https://orcid.org/0000-0002-3998-8621"},"institutions":[{"id":"https://openalex.org/I99165933","display_name":"University of Gujrat","ror":"https://ror.org/01xe5fb92","country_code":"PK","type":"education","lineage":["https://openalex.org/I99165933"]}],"countries":["PK"],"is_corresponding":false,"raw_author_name":"Fiaz Majeed","raw_affiliation_strings":["<!--3--> Department of Software Engineering University of Gujrat Gujrat 50700 Pakistan","Department of Software Engineering University of Gujrat Gujrat 50700 Pakistan"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"<!--3--> Department of Software Engineering University of Gujrat Gujrat 50700 Pakistan","institution_ids":["https://openalex.org/I99165933"]},{"raw_affiliation_string":"Department of Software Engineering University of Gujrat Gujrat 50700 Pakistan","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5017674541","display_name":"Abdul Jaleel","orcid":"https://orcid.org/0000-0002-0886-7819"},"institutions":[{"id":"https://openalex.org/I142732210","display_name":"University of Engineering and Technology Lahore","ror":"https://ror.org/0051w2v06","country_code":"PK","type":"education","lineage":["https://openalex.org/I142732210"]}],"countries":["PK"],"is_corresponding":false,"raw_author_name":"Abdul Jaleel","raw_affiliation_strings":["<!--4--> Department of Computer Science, (RCET) UET Lahore 54000 Pakistan","Department of Computer Science, (RCET) UET Lahore 54000 Pakistan"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"<!--4--> Department of Computer Science, (RCET) UET Lahore 54000 Pakistan","institution_ids":["https://openalex.org/I142732210"]},{"raw_affiliation_string":"Department of Computer Science, (RCET) UET Lahore 54000 Pakistan","institution_ids":[]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5101098368","display_name":"Muhammad Naveed Akhtar","orcid":null},"institutions":[{"id":"https://openalex.org/I134276161","display_name":"Pakistan Institute of Engineering and Applied Sciences","ror":"https://ror.org/04d4mbk19","country_code":"PK","type":"education","lineage":["https://openalex.org/I134276161"]}],"countries":["PK"],"is_corresponding":false,"raw_author_name":"Muhammad Naveed Akhtar","raw_affiliation_strings":["<!--5--> Computational and Internet Services Division Pakistan Institute of Engineering and Applied Sciences (PIEAS) Islamabad 44000 Pakistan","Computational and Internet Services Division Pakistan Institute of Engineering and Applied Sciences (PIEAS) Islamabad 44000 Pakistan"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"<!--5--> Computational and Internet Services Division Pakistan Institute of Engineering and Applied Sciences (PIEAS) Islamabad 44000 Pakistan","institution_ids":["https://openalex.org/I134276161"]},{"raw_affiliation_string":"Computational and Internet Services Division Pakistan Institute of Engineering and Applied Sciences (PIEAS) Islamabad 44000 Pakistan","institution_ids":[]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":7,"corresponding_author_ids":["https://openalex.org/A5012765005"],"corresponding_institution_ids":["https://openalex.org/I146840658"],"apc_list":null,"apc_paid":null,"fwci":0.1434,"has_fulltext":false,"cited_by_count":2,"citation_normalized_percentile":{"value":0.53743533,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":95},"biblio":{"volume":"10","issue":"2","first_page":"208","last_page":"220"},"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":0.967199981212616,"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":0.9652000069618225,"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/coronavirus-disease-2019","display_name":"Coronavirus disease 2019 (COVID-19)","score":0.6920098066329956},{"id":"https://openalex.org/keywords/python","display_name":"Python (programming language)","score":0.6347319483757019},{"id":"https://openalex.org/keywords/medicine","display_name":"Medicine","score":0.6085231900215149},{"id":"https://openalex.org/keywords/severe-acute-respiratory-syndrome-coronavirus-2","display_name":"Severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2)","score":0.47089651226997375},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.4425351023674011},{"id":"https://openalex.org/keywords/pneumonia","display_name":"Pneumonia","score":0.4396919012069702},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.3898971974849701},{"id":"https://openalex.org/keywords/radiology","display_name":"Radiology","score":0.3490714728832245},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.33855533599853516},{"id":"https://openalex.org/keywords/disease","display_name":"Disease","score":0.2672426700592041},{"id":"https://openalex.org/keywords/infectious-disease","display_name":"Infectious disease (medical specialty)","score":0.26150861382484436},{"id":"https://openalex.org/keywords/pathology","display_name":"Pathology","score":0.21128186583518982},{"id":"https://openalex.org/keywords/internal-medicine","display_name":"Internal medicine","score":0.1602308750152588}],"concepts":[{"id":"https://openalex.org/C3008058167","wikidata":"https://www.wikidata.org/wiki/Q84263196","display_name":"Coronavirus disease 2019 (COVID-19)","level":4,"score":0.6920098066329956},{"id":"https://openalex.org/C519991488","wikidata":"https://www.wikidata.org/wiki/Q28865","display_name":"Python (programming language)","level":2,"score":0.6347319483757019},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.6085231900215149},{"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":0.47089651226997375},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.4425351023674011},{"id":"https://openalex.org/C2777914695","wikidata":"https://www.wikidata.org/wiki/Q12192","display_name":"Pneumonia","level":2,"score":0.4396919012069702},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.3898971974849701},{"id":"https://openalex.org/C126838900","wikidata":"https://www.wikidata.org/wiki/Q77604","display_name":"Radiology","level":1,"score":0.3490714728832245},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.33855533599853516},{"id":"https://openalex.org/C2779134260","wikidata":"https://www.wikidata.org/wiki/Q12136","display_name":"Disease","level":2,"score":0.2672426700592041},{"id":"https://openalex.org/C524204448","wikidata":"https://www.wikidata.org/wiki/Q788926","display_name":"Infectious disease (medical specialty)","level":3,"score":0.26150861382484436},{"id":"https://openalex.org/C142724271","wikidata":"https://www.wikidata.org/wiki/Q7208","display_name":"Pathology","level":1,"score":0.21128186583518982},{"id":"https://openalex.org/C126322002","wikidata":"https://www.wikidata.org/wiki/Q11180","display_name":"Internal medicine","level":1,"score":0.1602308750152588},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.0}],"mesh":[],"locations_count":3,"locations":[{"id":"doi:10.15302/j-qb-021-0278","is_oa":true,"landing_page_url":"https://doi.org/10.15302/j-qb-021-0278","pdf_url":null,"source":{"id":"https://openalex.org/S4210172333","display_name":"Quantitative Biology","issn_l":"2095-4689","issn":["2095-4689","2095-4697"],"is_oa":true,"is_in_doaj":true,"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":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Quantitative Biology","raw_type":"journal-article"},{"id":"pmh:oai:arXiv.org:2012.13605","is_oa":true,"landing_page_url":"http://arxiv.org/abs/2012.13605","pdf_url":"https://arxiv.org/pdf/2012.13605","source":{"id":"https://openalex.org/S4306400194","display_name":"arXiv (Cornell University)","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I205783295","host_organization_name":"Cornell University","host_organization_lineage":["https://openalex.org/I205783295"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"text"},{"id":"pmh:oai:doaj.org/article:240c9acb852448ecbe7f01b569430284","is_oa":true,"landing_page_url":"https://doaj.org/article/240c9acb852448ecbe7f01b569430284","pdf_url":null,"source":{"id":"https://openalex.org/S4306401280","display_name":"DOAJ (DOAJ: Directory of Open Access Journals)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by-sa","license_id":"https://openalex.org/licenses/cc-by-sa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Quantitative Biology, Vol 10, Iss 2, Pp 208-220 (2022)","raw_type":"article"}],"best_oa_location":{"id":"doi:10.15302/j-qb-021-0278","is_oa":true,"landing_page_url":"https://doi.org/10.15302/j-qb-021-0278","pdf_url":null,"source":{"id":"https://openalex.org/S4210172333","display_name":"Quantitative Biology","issn_l":"2095-4689","issn":["2095-4689","2095-4697"],"is_oa":true,"is_in_doaj":true,"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":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Quantitative Biology","raw_type":"journal-article"},"sustainable_development_goals":[{"display_name":"Good health and well-being","id":"https://metadata.un.org/sdg/3","score":0.8399999737739563}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":52,"referenced_works":["https://openalex.org/W1678356000","https://openalex.org/W1857789879","https://openalex.org/W1928278792","https://openalex.org/W1976526581","https://openalex.org/W2044757858","https://openalex.org/W2097998348","https://openalex.org/W2101234009","https://openalex.org/W2148512505","https://openalex.org/W2152830137","https://openalex.org/W2177019876","https://openalex.org/W2183341477","https://openalex.org/W2194775991","https://openalex.org/W2236655132","https://openalex.org/W2295598076","https://openalex.org/W2531409750","https://openalex.org/W2774509494","https://openalex.org/W2775469102","https://openalex.org/W2793573665","https://openalex.org/W2888728157","https://openalex.org/W2890730529","https://openalex.org/W2911964244","https://openalex.org/W2948666538","https://openalex.org/W2963446712","https://openalex.org/W2964081807","https://openalex.org/W2986087452","https://openalex.org/W2995213326","https://openalex.org/W2999535351","https://openalex.org/W3001118548","https://openalex.org/W3007678840","https://openalex.org/W3008928918","https://openalex.org/W3013277995","https://openalex.org/W3017644243","https://openalex.org/W3017855299","https://openalex.org/W3021622280","https://openalex.org/W3030621456","https://openalex.org/W3033616466","https://openalex.org/W3041192404","https://openalex.org/W3045460727","https://openalex.org/W3080833865","https://openalex.org/W3083753334","https://openalex.org/W3086039674","https://openalex.org/W3091978650","https://openalex.org/W3094764353","https://openalex.org/W3101906250","https://openalex.org/W3105081694","https://openalex.org/W3109349638","https://openalex.org/W3118860867","https://openalex.org/W3129225064","https://openalex.org/W3139487216","https://openalex.org/W4239510810","https://openalex.org/W6674385629","https://openalex.org/W6675354045"],"related_works":["https://openalex.org/W4206669628","https://openalex.org/W4224279380","https://openalex.org/W4205317059","https://openalex.org/W3176864053","https://openalex.org/W3198183218","https://openalex.org/W4206651655","https://openalex.org/W4206548596","https://openalex.org/W4292098121","https://openalex.org/W4210433452","https://openalex.org/W3036314732"],"abstract_inverted_index":{"Background":[0],"Coronavirus":[1],"disease":[2],"(COVID\u201019)":[3],"is":[4,48],"a":[5,49,87,134,169,243],"contagious":[6],"infection":[7],"caused":[8],"by":[9,62,160,172],"severe":[10],"acute":[11],"respiratory":[12],"syndrome":[13],"coronavirus\u20102":[14],"(SARS\u2010COV\u20102)":[15],"and":[16,20,40,68,104,126,144,166,188,210,224,229,246,255],"it":[17],"has":[18],"infected":[19,71,234],"killed":[21],"millions":[22],"of":[23,35,38,44,114,232,253,258],"people":[24],"across":[25],"the":[26,30,41,63,70,92,179,191,227,251,256],"globe.":[27],"Objective":[28],"In":[29,95,177],"absence":[31],"or":[32],"inadequate":[33],"provision":[34],"therapeutic":[36],"treatments":[37],"COVID\u201019":[39,102,125,141,145,208,233],"limited":[42],"convenience":[43],"diagnostic":[45,103],"techniques,":[46],"there":[47],"necessity":[50],"for":[51,196,221],"some":[52],"alternate":[53],"spontaneous":[54],"screening":[55],"systems":[56],"that":[57,109],"can":[58,82,214],"easily":[59,240],"be":[60,84,215],"used":[61,85,216],"physicians":[64,223],"to":[65,73,90,123],"rapidly":[66],"recognize":[67],"isolate":[69],"patients":[72],"circumvent":[74],"onward":[75],"surge.":[76],"A":[77],"chest":[78],"X\u2010ray":[79],"(CXR)":[80],"image":[81],"effortlessly":[83],"as":[86,217],"substitute":[88],"modality":[89],"diagnose":[91],"COVID\u201019.":[93],"Method":[94],"this":[96,197],"study,":[97],"we":[98],"present":[99],"an":[100,162,174,218],"automatic":[101],"severity":[105,212],"prediction":[106],"system":[107,132],"(COVIDX)":[108],"uses":[110,133],"deep":[111],"feature":[112],"maps":[113],"CXR":[115],"images":[116],"along":[117],"with":[118,204],"classical":[119],"machine":[120],"learning":[121],"algorithms":[122],"identify":[124],"forecast":[127],"its":[128,211],"severity.":[129],"The":[130],"proposed":[131,201],"three\u2010phase":[135],"classification":[136,151],"approach":[137],"(healthy":[138],"vs":[139,142],"unhealthy,":[140],"pneumonia,":[143],"severity)":[146],"using":[147,161],"different":[148],"conventional":[149],"supervised":[150],"algorithms.":[152],"Results":[153],"We":[154,237],"evaluated":[155],"COVIDX":[156,183,239],"through":[157,242],"10\u2010fold":[158],"cross\u2010validation,":[159],"external":[163],"validation":[164],"dataset,":[165],"also":[167],"in":[168,207,226],"real":[170],"setting":[171],"involving":[173],"experienced":[175],"radiologist.":[176],"all":[178,190],"adopted":[180],"evaluation":[181],"settings,":[182],"showed":[184],"strong":[185],"generalization":[186],"power":[187],"outperforms":[189],"prevailing":[192],"state\u2010of\u2010the\u2010art":[193],"methods":[194],"designed":[195],"purpose.":[198],"Conclusions":[199],"Our":[200],"method":[202],"(COVIDX),":[203],"vivid":[205],"performance":[206],"diagnosis":[209,228],"prediction,":[213],"aiding":[219],"tool":[220],"clinical":[222],"radiologists":[225],"follow\u2010up":[230],"studies":[231],"patients.":[235],"Availability":[236],"made":[238],"accessible":[241],"cloud\u2010based":[244],"webserver":[245],"python":[247],"code":[248],"available":[249],"at":[250],"site":[252],"google":[254],"website":[257],"Github.":[259]},"counts_by_year":[{"year":2025,"cited_by_count":1},{"year":2023,"cited_by_count":1}],"updated_date":"2026-05-06T08:25:59.206177","created_date":"2022-01-25T00:00:00"}
