{"id":"https://openalex.org/W3094177185","doi":"https://doi.org/10.1109/icccnt49239.2020.9225548","title":"Risk Prediction Of Chronic Kidney Disease Using Machine Learning Algorithms","display_name":"Risk Prediction Of Chronic Kidney Disease Using Machine Learning Algorithms","publication_year":2020,"publication_date":"2020-07-01","ids":{"openalex":"https://openalex.org/W3094177185","doi":"https://doi.org/10.1109/icccnt49239.2020.9225548","mag":"3094177185"},"language":"en","primary_location":{"id":"doi:10.1109/icccnt49239.2020.9225548","is_oa":false,"landing_page_url":"https://doi.org/10.1109/icccnt49239.2020.9225548","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2020 11th 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/A5041967562","display_name":"Shanila Yunus Yashfi","orcid":null},"institutions":[{"id":"https://openalex.org/I124386471","display_name":"Khulna University","ror":"https://ror.org/05pny7s12","country_code":"BD","type":"education","lineage":["https://openalex.org/I124386471"]}],"countries":["BD"],"is_corresponding":true,"raw_author_name":"Shanila Yunus Yashfi","raw_affiliation_strings":["North Western University, Khulna, Bangladesh"],"affiliations":[{"raw_affiliation_string":"North Western University, Khulna, Bangladesh","institution_ids":["https://openalex.org/I124386471"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5102375975","display_name":"Md Ashikul Islam","orcid":null},"institutions":[{"id":"https://openalex.org/I124386471","display_name":"Khulna University","ror":"https://ror.org/05pny7s12","country_code":"BD","type":"education","lineage":["https://openalex.org/I124386471"]}],"countries":["BD"],"is_corresponding":false,"raw_author_name":"Md Ashikul Islam","raw_affiliation_strings":["North Western University, Khulna, Bangladesh"],"affiliations":[{"raw_affiliation_string":"North Western University, Khulna, Bangladesh","institution_ids":["https://openalex.org/I124386471"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5084213559","display_name":"Pritilata","orcid":null},"institutions":[{"id":"https://openalex.org/I124386471","display_name":"Khulna University","ror":"https://ror.org/05pny7s12","country_code":"BD","type":"education","lineage":["https://openalex.org/I124386471"]}],"countries":["BD"],"is_corresponding":false,"raw_author_name":"Pritilata","raw_affiliation_strings":["North Western University, Khulna, Bangladesh"],"affiliations":[{"raw_affiliation_string":"North Western University, Khulna, Bangladesh","institution_ids":["https://openalex.org/I124386471"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5064445643","display_name":"Nazmus Sakib","orcid":"https://orcid.org/0000-0001-7671-9888"},"institutions":[{"id":"https://openalex.org/I124386471","display_name":"Khulna University","ror":"https://ror.org/05pny7s12","country_code":"BD","type":"education","lineage":["https://openalex.org/I124386471"]}],"countries":["BD"],"is_corresponding":false,"raw_author_name":"Nazmus Sakib","raw_affiliation_strings":["North Western University, Khulna, Bangladesh"],"affiliations":[{"raw_affiliation_string":"North Western University, Khulna, Bangladesh","institution_ids":["https://openalex.org/I124386471"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5024706740","display_name":"Tanzila Islam","orcid":"https://orcid.org/0000-0002-3203-4083"},"institutions":[{"id":"https://openalex.org/I124386471","display_name":"Khulna University","ror":"https://ror.org/05pny7s12","country_code":"BD","type":"education","lineage":["https://openalex.org/I124386471"]}],"countries":["BD"],"is_corresponding":false,"raw_author_name":"Tanzila Islam","raw_affiliation_strings":["North Western University, Khulna, Bangladesh"],"affiliations":[{"raw_affiliation_string":"North Western University, Khulna, Bangladesh","institution_ids":["https://openalex.org/I124386471"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5055660095","display_name":"Mohammad Shahbaaz","orcid":null},"institutions":[{"id":"https://openalex.org/I130438778","display_name":"Memorial University of Newfoundland","ror":"https://ror.org/04haebc03","country_code":"CA","type":"education","lineage":["https://openalex.org/I130438778"]}],"countries":["CA"],"is_corresponding":false,"raw_author_name":"Mohammad Shahbaaz","raw_affiliation_strings":["Memorial University of Newfoundland, St.John's, Canada"],"affiliations":[{"raw_affiliation_string":"Memorial University of Newfoundland, St.John's, Canada","institution_ids":["https://openalex.org/I130438778"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5001594548","display_name":"Sadaf Salman Pantho","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Sadaf Salman Pantho","raw_affiliation_strings":["Jashore University of Science and Technology, Jashore, Bangladesh"],"affiliations":[{"raw_affiliation_string":"Jashore University of Science and Technology, Jashore, Bangladesh","institution_ids":[]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":7,"corresponding_author_ids":["https://openalex.org/A5041967562"],"corresponding_institution_ids":["https://openalex.org/I124386471"],"apc_list":null,"apc_paid":null,"fwci":10.9294,"has_fulltext":false,"cited_by_count":71,"citation_normalized_percentile":{"value":0.98102228,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":97,"max":100},"biblio":{"volume":null,"issue":null,"first_page":"1","last_page":"5"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11396","display_name":"Artificial Intelligence in Healthcare","score":0.998199999332428,"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"}},"topics":[{"id":"https://openalex.org/T11396","display_name":"Artificial Intelligence in Healthcare","score":0.998199999332428,"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"}},{"id":"https://openalex.org/T13702","display_name":"Machine Learning in Healthcare","score":0.9150000214576721,"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/random-forest","display_name":"Random forest","score":0.7802356481552124},{"id":"https://openalex.org/keywords/python","display_name":"Python (programming language)","score":0.7328996062278748},{"id":"https://openalex.org/keywords/kidney-disease","display_name":"Kidney disease","score":0.6903397440910339},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.665134072303772},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6273186802864075},{"id":"https://openalex.org/keywords/demise","display_name":"Demise","score":0.6095536947250366},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.5462065935134888},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.538429856300354},{"id":"https://openalex.org/keywords/data-set","display_name":"Data set","score":0.4263593852519989},{"id":"https://openalex.org/keywords/medicine","display_name":"Medicine","score":0.3629872798919678},{"id":"https://openalex.org/keywords/internal-medicine","display_name":"Internal medicine","score":0.1539154350757599}],"concepts":[{"id":"https://openalex.org/C169258074","wikidata":"https://www.wikidata.org/wiki/Q245748","display_name":"Random forest","level":2,"score":0.7802356481552124},{"id":"https://openalex.org/C519991488","wikidata":"https://www.wikidata.org/wiki/Q28865","display_name":"Python (programming language)","level":2,"score":0.7328996062278748},{"id":"https://openalex.org/C2778653478","wikidata":"https://www.wikidata.org/wiki/Q1054718","display_name":"Kidney disease","level":2,"score":0.6903397440910339},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.665134072303772},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6273186802864075},{"id":"https://openalex.org/C2777720223","wikidata":"https://www.wikidata.org/wiki/Q5255430","display_name":"Demise","level":2,"score":0.6095536947250366},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.5462065935134888},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.538429856300354},{"id":"https://openalex.org/C58489278","wikidata":"https://www.wikidata.org/wiki/Q1172284","display_name":"Data set","level":2,"score":0.4263593852519989},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.3629872798919678},{"id":"https://openalex.org/C126322002","wikidata":"https://www.wikidata.org/wiki/Q11180","display_name":"Internal medicine","level":1,"score":0.1539154350757599},{"id":"https://openalex.org/C199539241","wikidata":"https://www.wikidata.org/wiki/Q7748","display_name":"Law","level":1,"score":0.0},{"id":"https://openalex.org/C17744445","wikidata":"https://www.wikidata.org/wiki/Q36442","display_name":"Political science","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}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/icccnt49239.2020.9225548","is_oa":false,"landing_page_url":"https://doi.org/10.1109/icccnt49239.2020.9225548","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2020 11th International Conference on Computing, Communication and Networking Technologies (ICCCNT)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"display_name":"Partnerships for the goals","id":"https://metadata.un.org/sdg/17","score":0.5600000023841858}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":11,"referenced_works":["https://openalex.org/W2470295604","https://openalex.org/W2560015483","https://openalex.org/W2765832510","https://openalex.org/W2806838739","https://openalex.org/W2903314155","https://openalex.org/W2933013505","https://openalex.org/W3008950690","https://openalex.org/W3110033674","https://openalex.org/W4297813109","https://openalex.org/W6720465898","https://openalex.org/W6773950219"],"related_works":["https://openalex.org/W2592565992","https://openalex.org/W2631115212","https://openalex.org/W584232556","https://openalex.org/W2053301901","https://openalex.org/W1601384981","https://openalex.org/W2284868610","https://openalex.org/W2808367673","https://openalex.org/W2132301514","https://openalex.org/W2556223399","https://openalex.org/W3121583437"],"abstract_inverted_index":{"CKD":[0,52],"is":[1,80,92,135,139],"a":[2,56,106],"serious":[3],"reason":[4,14,21],"of":[5,36,39,51,68,149],"demise":[6],"and":[7,17,54,87,122,126,137],"disability.":[8],"It":[9],"was":[10],"the":[11,49,66,117],"27th":[12],"focal":[13,20],"in":[15,22,32],"1990":[16],"became":[18],"18th":[19],"2010.":[23],"Near":[24],"about":[25],"1":[26],"million":[27],"people":[28,38],"lose":[29],"their":[30],"life":[31],"2013.":[33],"In":[34],"spite":[35],"that,":[37],"developing":[40,112],"countries":[41],"are":[42,99],"being":[43],"affected":[44],"by":[45,131],"CKD.":[46,69],"We":[47,70,102,115],"analyzed":[48],"data":[50,77,118],"patient":[53],"proposed":[55],"system":[57,142],"from":[58,82,94],"which":[59,79,91],"it":[60],"will":[61,143],"be":[62],"possible":[63],"to":[64,145],"predict":[65,146],"risk":[67],"have":[71],"used":[72,100,103],"455":[73],"patients'":[74],"data.":[75],"Online":[76],"set":[78],"collected":[81,93],"UCI":[83],"Machine":[84],"Learning":[85],"Repository":[86],"real":[88],"time":[89],"dataset":[90],"Khulna":[95],"City":[96],"Medical":[97],"College":[98],"here.":[101],"Python":[104],"as":[105],"high-level":[107],"interpreted":[108],"programming":[109],"language":[110],"for":[111],"our":[113],"system.":[114],"trained":[116],"using":[119],"10-fold":[120],"CV":[121],"applied":[123],"Random":[124,132],"forest":[125,133],"ANN.":[127],"The":[128],"accuracy":[129],"achieved":[130],"algorithm":[134],"97.12%":[136],"ANN":[138],"94.5%.":[140],"This":[141],"help":[144],"early":[147],"disclosure":[148],"chronic":[150],"kidney":[151],"diseases.":[152]},"counts_by_year":[{"year":2026,"cited_by_count":3},{"year":2025,"cited_by_count":15},{"year":2024,"cited_by_count":19},{"year":2023,"cited_by_count":18},{"year":2022,"cited_by_count":11},{"year":2021,"cited_by_count":5}],"updated_date":"2026-03-25T14:56:36.534964","created_date":"2025-10-10T00:00:00"}