{"id":"https://openalex.org/W3212000108","doi":"https://doi.org/10.1109/icccnt51525.2021.9579669","title":"Presaging The Signs Of Diabetes Using Machine Learning Algorithms","display_name":"Presaging The Signs Of Diabetes Using Machine Learning Algorithms","publication_year":2021,"publication_date":"2021-07-06","ids":{"openalex":"https://openalex.org/W3212000108","doi":"https://doi.org/10.1109/icccnt51525.2021.9579669","mag":"3212000108"},"language":"en","primary_location":{"id":"doi:10.1109/icccnt51525.2021.9579669","is_oa":false,"landing_page_url":"https://doi.org/10.1109/icccnt51525.2021.9579669","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/A5113719766","display_name":"Aditya Kaushik","orcid":"https://orcid.org/0000-0003-4413-9971"},"institutions":[{"id":"https://openalex.org/I50783897","display_name":"K J Somaiya Medical College","ror":"https://ror.org/05f71q776","country_code":"IN","type":"education","lineage":["https://openalex.org/I50783897"]}],"countries":["IN"],"is_corresponding":true,"raw_author_name":"Aditya Kaushik","raw_affiliation_strings":["K.J. Somaiya College of Engineering, Mumbai, India"],"affiliations":[{"raw_affiliation_string":"K.J. Somaiya College of Engineering, Mumbai, India","institution_ids":["https://openalex.org/I50783897"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5066835751","display_name":"Aditya Kumar Sehgal","orcid":"https://orcid.org/0000-0002-6931-6308"},"institutions":[{"id":"https://openalex.org/I50783897","display_name":"K J Somaiya Medical College","ror":"https://ror.org/05f71q776","country_code":"IN","type":"education","lineage":["https://openalex.org/I50783897"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"Aditya Sehgal","raw_affiliation_strings":["K.J. Somaiya College of Engineering, Mumbai, India"],"affiliations":[{"raw_affiliation_string":"K.J. Somaiya College of Engineering, Mumbai, India","institution_ids":["https://openalex.org/I50783897"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5088452018","display_name":"Smit Vora","orcid":null},"institutions":[{"id":"https://openalex.org/I50783897","display_name":"K J Somaiya Medical College","ror":"https://ror.org/05f71q776","country_code":"IN","type":"education","lineage":["https://openalex.org/I50783897"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"Smit Vora","raw_affiliation_strings":["K.J. Somaiya College of Engineering, Mumbai, India"],"affiliations":[{"raw_affiliation_string":"K.J. Somaiya College of Engineering, Mumbai, India","institution_ids":["https://openalex.org/I50783897"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5047263318","display_name":"Vatsal Palan","orcid":null},"institutions":[{"id":"https://openalex.org/I50783897","display_name":"K J Somaiya Medical College","ror":"https://ror.org/05f71q776","country_code":"IN","type":"education","lineage":["https://openalex.org/I50783897"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"Vatsal Palan","raw_affiliation_strings":["K.J. Somaiya College of Engineering, Mumbai, India"],"affiliations":[{"raw_affiliation_string":"K.J. Somaiya College of Engineering, Mumbai, India","institution_ids":["https://openalex.org/I50783897"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5016377501","display_name":"Suchita Patil","orcid":null},"institutions":[{"id":"https://openalex.org/I50783897","display_name":"K J Somaiya Medical College","ror":"https://ror.org/05f71q776","country_code":"IN","type":"education","lineage":["https://openalex.org/I50783897"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"Suchita Patil","raw_affiliation_strings":["K.J. Somaiya College of Engineering, Mumbai, India"],"affiliations":[{"raw_affiliation_string":"K.J. Somaiya College of Engineering, Mumbai, India","institution_ids":["https://openalex.org/I50783897"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":5,"corresponding_author_ids":["https://openalex.org/A5113719766"],"corresponding_institution_ids":["https://openalex.org/I50783897"],"apc_list":null,"apc_paid":null,"fwci":0.2529,"has_fulltext":false,"cited_by_count":1,"citation_normalized_percentile":{"value":0.69660599,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":94},"biblio":{"volume":"7","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":0.9998000264167786,"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":0.9998000264167786,"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":0.9732000231742859,"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/T11652","display_name":"Imbalanced Data Classification Techniques","score":0.9592000246047974,"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/machine-learning","display_name":"Machine learning","score":0.778881311416626},{"id":"https://openalex.org/keywords/naive-bayes-classifier","display_name":"Naive Bayes classifier","score":0.736492395401001},{"id":"https://openalex.org/keywords/decision-tree","display_name":"Decision tree","score":0.713016152381897},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.7118768692016602},{"id":"https://openalex.org/keywords/diabetes-mellitus","display_name":"Diabetes mellitus","score":0.6850577592849731},{"id":"https://openalex.org/keywords/logistic-regression","display_name":"Logistic regression","score":0.6813531517982483},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6079293489456177},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.5672088861465454},{"id":"https://openalex.org/keywords/disease","display_name":"Disease","score":0.4660452604293823},{"id":"https://openalex.org/keywords/statistical-classification","display_name":"Statistical classification","score":0.42621150612831116},{"id":"https://openalex.org/keywords/medicine","display_name":"Medicine","score":0.3101568818092346},{"id":"https://openalex.org/keywords/support-vector-machine","display_name":"Support vector machine","score":0.1927223801612854},{"id":"https://openalex.org/keywords/internal-medicine","display_name":"Internal medicine","score":0.12387064099311829},{"id":"https://openalex.org/keywords/endocrinology","display_name":"Endocrinology","score":0.08876127004623413}],"concepts":[{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.778881311416626},{"id":"https://openalex.org/C52001869","wikidata":"https://www.wikidata.org/wiki/Q812530","display_name":"Naive Bayes classifier","level":3,"score":0.736492395401001},{"id":"https://openalex.org/C84525736","wikidata":"https://www.wikidata.org/wiki/Q831366","display_name":"Decision tree","level":2,"score":0.713016152381897},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.7118768692016602},{"id":"https://openalex.org/C555293320","wikidata":"https://www.wikidata.org/wiki/Q12206","display_name":"Diabetes mellitus","level":2,"score":0.6850577592849731},{"id":"https://openalex.org/C151956035","wikidata":"https://www.wikidata.org/wiki/Q1132755","display_name":"Logistic regression","level":2,"score":0.6813531517982483},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6079293489456177},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.5672088861465454},{"id":"https://openalex.org/C2779134260","wikidata":"https://www.wikidata.org/wiki/Q12136","display_name":"Disease","level":2,"score":0.4660452604293823},{"id":"https://openalex.org/C110083411","wikidata":"https://www.wikidata.org/wiki/Q1744628","display_name":"Statistical classification","level":2,"score":0.42621150612831116},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.3101568818092346},{"id":"https://openalex.org/C12267149","wikidata":"https://www.wikidata.org/wiki/Q282453","display_name":"Support vector machine","level":2,"score":0.1927223801612854},{"id":"https://openalex.org/C126322002","wikidata":"https://www.wikidata.org/wiki/Q11180","display_name":"Internal medicine","level":1,"score":0.12387064099311829},{"id":"https://openalex.org/C134018914","wikidata":"https://www.wikidata.org/wiki/Q162606","display_name":"Endocrinology","level":1,"score":0.08876127004623413}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/icccnt51525.2021.9579669","is_oa":false,"landing_page_url":"https://doi.org/10.1109/icccnt51525.2021.9579669","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":[{"display_name":"Good health and well-being","score":0.7300000190734863,"id":"https://metadata.un.org/sdg/3"}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":14,"referenced_works":["https://openalex.org/W1541145887","https://openalex.org/W2049783626","https://openalex.org/W2056758999","https://openalex.org/W2134472233","https://openalex.org/W2143554720","https://openalex.org/W2170293889","https://openalex.org/W2220739284","https://openalex.org/W2663601144","https://openalex.org/W2807027008","https://openalex.org/W2941901741","https://openalex.org/W2970642414","https://openalex.org/W3018962462","https://openalex.org/W3042890610","https://openalex.org/W6632481002"],"related_works":["https://openalex.org/W4367335967","https://openalex.org/W2771255398","https://openalex.org/W3160122104","https://openalex.org/W4313459160","https://openalex.org/W4367331014","https://openalex.org/W3200027047","https://openalex.org/W2966195860","https://openalex.org/W3125536479","https://openalex.org/W4385770464","https://openalex.org/W2930428186"],"abstract_inverted_index":{"Diabetes":[0,120,124],"is":[1],"an":[2,19],"acute":[3],"illness":[4],"that":[5],"occurs":[6],"mainly":[7],"when":[8],"the":[9,13,26,35,63,67,96,100,106,111,114,153,158],"glucose":[10],"levels":[11],"in":[12,54,61,66,72,86,95],"blood":[14],"go":[15],"up":[16],"due":[17],"to":[18,25,39,151],"insufficient":[20],"amount":[21],"of":[22,32,99,113,133],"insulin":[23],"available":[24],"body.":[27],"Additionally,":[28],"a":[29,131],"large":[30],"number":[31],"deaths":[33],"across":[34],"globe":[36],"are":[37],"attributed":[38],"diabetes":[40,90],"every":[41],"year.":[42],"Machine":[43,135],"Learning":[44],"techniques":[45,59],"have":[46,50,81,92,148],"evolved":[47],"exponentially":[48],"and":[49,69,91,128,144],"been":[51,149],"widely":[52],"adopted":[53],"various":[55],"medical":[56],"applications.":[57],"These":[58],"help":[60,71],"deducing":[62],"hidden":[64],"patterns":[65],"data":[68],"further,":[70],"disease":[73],"predictions":[74],"based":[75,156],"on":[76,105,157],"these":[77],"deduced":[78],"patterns.":[79],"They":[80],"also":[82],"fetched":[83],"good":[84],"results":[85],"predicting":[87],"diseases":[88],"like":[89,109,122,138],"proven":[93],"useful":[94],"early":[97],"diagnosis":[98],"disease.":[101],"This":[102],"paper":[103],"focuses":[104],"important":[107],"steps":[108],"finding":[110],"correlation":[112],"different":[115],"health":[116],"parameters":[117],"essential":[118],"for":[119],"prediction":[121],"Glucose,":[123],"Pedigree":[125],"Function,":[126],"BMI,":[127],"others.":[129],"Further,":[130],"comparison":[132],"popular":[134],"learning":[136],"approaches":[137],"Logistic":[139],"Regression,":[140],"Decision":[141],"Tree,":[142],"K-Neighbours,":[143],"Naive":[145],"Bayes":[146],"Classifiers":[147],"made":[150],"determine":[152],"best":[154],"technique":[155],"performance":[159],"metrics.":[160]},"counts_by_year":[{"year":2022,"cited_by_count":1}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
