{"id":"https://openalex.org/W4396879095","doi":"https://doi.org/10.1145/3647444.3647894","title":"DataDriven Approaches for Early Detection and Prediction of Chronic Kidney Disease Using Machine Learning","display_name":"DataDriven Approaches for Early Detection and Prediction of Chronic Kidney Disease Using Machine Learning","publication_year":2023,"publication_date":"2023-11-23","ids":{"openalex":"https://openalex.org/W4396879095","doi":"https://doi.org/10.1145/3647444.3647894"},"language":"en","primary_location":{"id":"doi:10.1145/3647444.3647894","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3647444.3647894","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 5th 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/A5073916580","display_name":"S.C. Mathai","orcid":"https://orcid.org/0009-0008-8769-7694"},"institutions":[{"id":"https://openalex.org/I138876546","display_name":"Vels University","ror":"https://ror.org/00tscx035","country_code":"IN","type":"education","lineage":["https://openalex.org/I138876546"]}],"countries":["IN"],"is_corresponding":true,"raw_author_name":"Shibi Mathai","raw_affiliation_strings":["Computer Science, Vels Institute of Science, Technology and Advanced Studies, India"],"affiliations":[{"raw_affiliation_string":"Computer Science, Vels Institute of Science, Technology and Advanced Studies, India","institution_ids":["https://openalex.org/I138876546"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5101797282","display_name":"K.S. Thirunavukkarasu","orcid":null},"institutions":[{"id":"https://openalex.org/I138876546","display_name":"Vels University","ror":"https://ror.org/00tscx035","country_code":"IN","type":"education","lineage":["https://openalex.org/I138876546"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"K.S. Thirunavukkarasu","raw_affiliation_strings":["Computer Science, Vels Institute of Science, Technology and Advanced Studies, India"],"affiliations":[{"raw_affiliation_string":"Computer Science, Vels Institute of Science, Technology and Advanced Studies, India","institution_ids":["https://openalex.org/I138876546"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":["https://openalex.org/A5073916580"],"corresponding_institution_ids":["https://openalex.org/I138876546"],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.363618,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"1","last_page":"10"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11396","display_name":"Artificial Intelligence in Healthcare","score":0.9976000189781189,"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":0.9976000189781189,"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":0.9801999926567078,"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/T11636","display_name":"Artificial Intelligence in Healthcare and Education","score":0.9555000066757202,"subfield":{"id":"https://openalex.org/subfields/2718","display_name":"Health Informatics"},"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/computer-science","display_name":"Computer science","score":0.6053049564361572},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.5894666910171509},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.5861055254936218},{"id":"https://openalex.org/keywords/kidney-disease","display_name":"Kidney disease","score":0.5017514228820801},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.32506468892097473},{"id":"https://openalex.org/keywords/medicine","display_name":"Medicine","score":0.1487451195716858},{"id":"https://openalex.org/keywords/internal-medicine","display_name":"Internal medicine","score":0.08777302503585815}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6053049564361572},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.5894666910171509},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.5861055254936218},{"id":"https://openalex.org/C2778653478","wikidata":"https://www.wikidata.org/wiki/Q1054718","display_name":"Kidney disease","level":2,"score":0.5017514228820801},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.32506468892097473},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.1487451195716858},{"id":"https://openalex.org/C126322002","wikidata":"https://www.wikidata.org/wiki/Q11180","display_name":"Internal medicine","level":1,"score":0.08777302503585815}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1145/3647444.3647894","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3647444.3647894","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 5th International Conference on Information Management &amp; Machine Intelligence","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":10,"referenced_works":["https://openalex.org/W2096592656","https://openalex.org/W2164249826","https://openalex.org/W2470481127","https://openalex.org/W2581082771","https://openalex.org/W2885831669","https://openalex.org/W2934399013","https://openalex.org/W2979951638","https://openalex.org/W2998216295","https://openalex.org/W4211214771","https://openalex.org/W4282006100"],"related_works":["https://openalex.org/W2961085424","https://openalex.org/W4306674287","https://openalex.org/W3046775127","https://openalex.org/W3107602296","https://openalex.org/W4394896187","https://openalex.org/W3170094116","https://openalex.org/W4386462264","https://openalex.org/W4364306694","https://openalex.org/W4312192474","https://openalex.org/W4283697347"],"abstract_inverted_index":{"In":[0],"recent":[1],"years,":[2],"the":[3,30,80],"application":[4],"of":[5,32,48,72,82],"machine":[6],"learning":[7],"(ML)":[8],"techniques":[9,50],"for":[10,23,51,91],"medical":[11],"diagnostics":[12],"has":[13],"shown":[14],"promising":[15],"advancements.":[16],"This":[17],"study":[18],"introduces":[19],"a":[20,59,89],"distinctive":[21],"method":[22],"predicting":[24],"chronic":[25],"kidney":[26],"disease":[27],"(CKD)":[28],"harnessing":[29],"prowess":[31],"ML.":[33],"Our":[34],"methodology":[35],"encompasses":[36],"an":[37,46,69],"innovative":[38],"data":[39],"preprocessing":[40],"approach,":[41],"intricate":[42],"feature":[43],"engineering,":[44],"and":[45],"amalgamation":[47],"ensemble":[49],"model":[52,57],"training.":[53],"By":[54],"evaluating":[55],"our":[56],"on":[58],"dataset":[60],"sourced":[61],"from":[62],"Kaggle,":[63],"comprising":[64],"400":[65],"samples,":[66],"we":[67],"achieved":[68],"impressive":[70],"accuracy":[71],"98%,":[73],"outperforming":[74],"traditional":[75],"methods.":[76],"The":[77],"findings":[78],"underscore":[79],"potential":[81],"ML":[83],"in":[84,94],"revolutionizing":[85],"CKD":[86],"diagnostics,":[87],"laying":[88],"foundation":[90],"further":[92],"exploration":[93],"this":[95],"domain.":[96]},"counts_by_year":[],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
