{"id":"https://openalex.org/W3176353503","doi":"https://doi.org/10.1109/icccsp52374.2021.9465516","title":"Extracting Insights and Prognosis of Corona Disease","display_name":"Extracting Insights and Prognosis of Corona Disease","publication_year":2021,"publication_date":"2021-05-24","ids":{"openalex":"https://openalex.org/W3176353503","doi":"https://doi.org/10.1109/icccsp52374.2021.9465516","mag":"3176353503"},"language":"en","primary_location":{"id":"doi:10.1109/icccsp52374.2021.9465516","is_oa":true,"landing_page_url":"https://doi.org/10.1109/icccsp52374.2021.9465516","pdf_url":"https://ieeexplore.ieee.org/ielx7/9465481/9465342/09465516.pdf","source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2021 5th International Conference on Computer, Communication and Signal Processing (ICCCSP)","raw_type":"proceedings-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://ieeexplore.ieee.org/ielx7/9465481/9465342/09465516.pdf","any_repository_has_fulltext":null},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5068114879","display_name":"V. Chandra Shekhar Rao","orcid":null},"institutions":[{"id":"https://openalex.org/I121750182","display_name":"National Institute of Technology Warangal","ror":"https://ror.org/017ebfz38","country_code":"IN","type":"education","lineage":["https://openalex.org/I121750182"]}],"countries":["IN"],"is_corresponding":true,"raw_author_name":"V. Chandra Shekhar Rao","raw_affiliation_strings":["KITS, Warangal, Telangana, India"],"affiliations":[{"raw_affiliation_string":"KITS, Warangal, Telangana, India","institution_ids":["https://openalex.org/I121750182"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5054322835","display_name":"Swapna Gampa","orcid":null},"institutions":[{"id":"https://openalex.org/I121750182","display_name":"National Institute of Technology Warangal","ror":"https://ror.org/017ebfz38","country_code":"IN","type":"education","lineage":["https://openalex.org/I121750182"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"Swapna Gampa","raw_affiliation_strings":["KITS, Warangal, Telangana, India"],"affiliations":[{"raw_affiliation_string":"KITS, Warangal, Telangana, India","institution_ids":["https://openalex.org/I121750182"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5110781463","display_name":"VijaySai Rama","orcid":null},"institutions":[{"id":"https://openalex.org/I121750182","display_name":"National Institute of Technology Warangal","ror":"https://ror.org/017ebfz38","country_code":"IN","type":"education","lineage":["https://openalex.org/I121750182"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"VijaySai Rama","raw_affiliation_strings":["KITS, Warangal, Telangana, India"],"affiliations":[{"raw_affiliation_string":"KITS, Warangal, Telangana, India","institution_ids":["https://openalex.org/I121750182"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5043258163","display_name":"Hemanth Anumala","orcid":null},"institutions":[{"id":"https://openalex.org/I121750182","display_name":"National Institute of Technology Warangal","ror":"https://ror.org/017ebfz38","country_code":"IN","type":"education","lineage":["https://openalex.org/I121750182"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"Hemanth Anumala","raw_affiliation_strings":["KITS, Warangal, Telangana, India"],"affiliations":[{"raw_affiliation_string":"KITS, Warangal, Telangana, India","institution_ids":["https://openalex.org/I121750182"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5015104168","display_name":"Akshay Gadepally","orcid":null},"institutions":[{"id":"https://openalex.org/I121750182","display_name":"National Institute of Technology Warangal","ror":"https://ror.org/017ebfz38","country_code":"IN","type":"education","lineage":["https://openalex.org/I121750182"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"Akshay Gadepally","raw_affiliation_strings":["KITS, Warangal, Telangana, India"],"affiliations":[{"raw_affiliation_string":"KITS, Warangal, Telangana, India","institution_ids":["https://openalex.org/I121750182"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":5,"corresponding_author_ids":["https://openalex.org/A5068114879"],"corresponding_institution_ids":["https://openalex.org/I121750182"],"apc_list":null,"apc_paid":null,"fwci":0.2749,"has_fulltext":true,"cited_by_count":2,"citation_normalized_percentile":{"value":0.56090991,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":94,"max":96},"biblio":{"volume":"4","issue":null,"first_page":"44","last_page":"52"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11775","display_name":"COVID-19 diagnosis using AI","score":0.9811000227928162,"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":0.9811000227928162,"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/T11396","display_name":"Artificial Intelligence in Healthcare","score":0.9320999979972839,"subfield":{"id":"https://openalex.org/subfields/3605","display_name":"Health Information Management"},"field":{"id":"https://openalex.org/fields/36","display_name":"Health Professions"},"domain":{"id":"https://openalex.org/domains/4","display_name":"Health Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/random-forest","display_name":"Random forest","score":0.803048312664032},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.727745532989502},{"id":"https://openalex.org/keywords/python","display_name":"Python (programming language)","score":0.6350942850112915},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.5871520042419434},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.5810549259185791},{"id":"https://openalex.org/keywords/decision-tree","display_name":"Decision tree","score":0.5178625583648682},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.4935504198074341},{"id":"https://openalex.org/keywords/coronavirus-disease-2019","display_name":"Coronavirus disease 2019 (COVID-19)","score":0.41183602809906006},{"id":"https://openalex.org/keywords/infectious-disease","display_name":"Infectious disease (medical specialty)","score":0.15691450238227844},{"id":"https://openalex.org/keywords/disease","display_name":"Disease","score":0.08842122554779053}],"concepts":[{"id":"https://openalex.org/C169258074","wikidata":"https://www.wikidata.org/wiki/Q245748","display_name":"Random forest","level":2,"score":0.803048312664032},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.727745532989502},{"id":"https://openalex.org/C519991488","wikidata":"https://www.wikidata.org/wiki/Q28865","display_name":"Python (programming language)","level":2,"score":0.6350942850112915},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.5871520042419434},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.5810549259185791},{"id":"https://openalex.org/C84525736","wikidata":"https://www.wikidata.org/wiki/Q831366","display_name":"Decision tree","level":2,"score":0.5178625583648682},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.4935504198074341},{"id":"https://openalex.org/C3008058167","wikidata":"https://www.wikidata.org/wiki/Q84263196","display_name":"Coronavirus disease 2019 (COVID-19)","level":4,"score":0.41183602809906006},{"id":"https://openalex.org/C524204448","wikidata":"https://www.wikidata.org/wiki/Q788926","display_name":"Infectious disease (medical specialty)","level":3,"score":0.15691450238227844},{"id":"https://openalex.org/C2779134260","wikidata":"https://www.wikidata.org/wiki/Q12136","display_name":"Disease","level":2,"score":0.08842122554779053},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.0},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"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":1,"locations":[{"id":"doi:10.1109/icccsp52374.2021.9465516","is_oa":true,"landing_page_url":"https://doi.org/10.1109/icccsp52374.2021.9465516","pdf_url":"https://ieeexplore.ieee.org/ielx7/9465481/9465342/09465516.pdf","source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2021 5th International Conference on Computer, Communication and Signal Processing (ICCCSP)","raw_type":"proceedings-article"}],"best_oa_location":{"id":"doi:10.1109/icccsp52374.2021.9465516","is_oa":true,"landing_page_url":"https://doi.org/10.1109/icccsp52374.2021.9465516","pdf_url":"https://ieeexplore.ieee.org/ielx7/9465481/9465342/09465516.pdf","source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2021 5th International Conference on Computer, Communication and Signal Processing (ICCCSP)","raw_type":"proceedings-article"},"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/3","score":0.8999999761581421,"display_name":"Good health and well-being"}],"awards":[],"funders":[],"has_content":{"grobid_xml":true,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W3176353503.pdf","grobid_xml":"https://content.openalex.org/works/W3176353503.grobid-xml"},"referenced_works_count":2,"referenced_works":["https://openalex.org/W2115876615","https://openalex.org/W2942019014"],"related_works":["https://openalex.org/W2341492732","https://openalex.org/W4366990902","https://openalex.org/W4317732970","https://openalex.org/W4388550696","https://openalex.org/W4321636153","https://openalex.org/W4313289487","https://openalex.org/W4384470695","https://openalex.org/W3134840015","https://openalex.org/W3036095178","https://openalex.org/W4366979180"],"abstract_inverted_index":{"COVID-19,":[0,114],"Corona":[1],"Virus":[2],"Disease2019,":[3],"belongs":[4],"to":[5,48,70,80,100,131,173,181,204,209],"the":[6,27,34,68,111,174,183,194,206,211,217],"genus":[7],"of":[8,113,119,122,127,188,227],"Coronaviridae.":[9],"A":[10],"pandemic":[11],"with":[12,64,87,115,176,197,220,223],"no":[13],"immunogen":[14,20],"or":[15],"has":[16],"neither":[17],"clinically":[18],"well-tried":[19],"nor":[21],"medicine":[22],"making":[23],"unpredictable":[24],"havocs":[25],"within":[26],"human":[28],"lives":[29],"in":[30,52],"each":[31],"country":[32],"throughout":[33],"globe.":[35],"In":[36],"this":[37,189],"paper,":[38],"we":[39],"put":[40],"forward":[41],"a":[42,83,134,198],"web":[43],"app":[44,61],"that":[45,66,193],"enables":[46],"users":[47],"predict":[49,210],"covid19":[50],"results":[51],"real":[53],"time":[54],"using":[55,94,143],"an":[56,95,116,224],"online":[57],"intelligent":[58,96],"device.":[59],"This":[60,89],"is":[62,85,92,129,136],"jampacked":[63],"information":[65],"allows":[67],"user":[69],"describe":[71],"their":[72,162],"COVID":[73],"symptoms.":[74],"It":[75],"then":[76],"processes":[77],"user-specific":[78],"details":[79],"see":[81],"whether":[82],"person":[84,135],"affected":[86],"covid19.":[88],"entire":[90],"process":[91],"done":[93,130],"data":[97,102,118,175],"mining":[98,103],"technique":[99],"develop":[101,182],"prediction":[104],"models":[105,140,218],"which":[106],"are":[107,141,164],"further":[108],"used":[109],"for":[110],"guessing":[112],"epidemiological":[117],"COVID-19":[120],"patients":[121,213],"South":[123],"Korea.":[124],"An":[125],"analysis":[126],"datasets":[128],"understand":[132],"how":[133],"affected.":[137],"These":[138,168],"Prediction":[139],"built":[142],"machine":[144],"learning":[145],"algorithms":[146,169],"like":[147],"decision":[148],"tree":[149],"(DT),":[150],"logistic":[151],"regression":[152],"(LR),":[153],"random":[154],"forest":[155,200],"(RF),":[156],"and":[157,161,166],"K-nearest":[158],"neighbor":[159],"(KNN)":[160],"performances":[163],"computed":[165],"evaluated.":[167],"were":[170],"directly":[171],"applied":[172],"python":[177],"as":[178],"programming":[179],"language":[180],"different":[184,221],"models.":[185],"The":[186],"output":[187],"study":[190],"have":[191],"proven":[192],"model":[195,208],"developed":[196,219],"Random":[199],"DM":[201],"algorithm":[202],"stands":[203],"be":[205],"best":[207],"infected":[212],"more":[214],"effectively":[215],"among":[216],"algorithms,":[222],"overall":[225],"accuracy":[226],"98.83%":[228]},"counts_by_year":[{"year":2022,"cited_by_count":2}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}