{"id":"https://openalex.org/W4377700517","doi":"https://doi.org/10.1109/i2ct57861.2023.10126232","title":"A Study and Recognition of Alzheimer\u2019s Disease Using Machine Learning","display_name":"A Study and Recognition of Alzheimer\u2019s Disease Using Machine Learning","publication_year":2023,"publication_date":"2023-04-07","ids":{"openalex":"https://openalex.org/W4377700517","doi":"https://doi.org/10.1109/i2ct57861.2023.10126232"},"language":"en","primary_location":{"id":"doi:10.1109/i2ct57861.2023.10126232","doi":"https://doi.org/10.1109/i2ct57861.2023.10126232","is_oa":false,"landing_page_url":"https://doi.org/10.1109/i2ct57861.2023.10126232","pdf_url":null,"source":{"id":"https://openalex.org/S4363607804","display_name":"IEEE International Conference for Convergence in Technology (I2CT)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"conference"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2023 IEEE 8th International Conference for Convergence in Technology (I2CT)","raw_type":"proceedings-article"},"volume":null,"type":"conference-paper","is_traditional":true,"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/A5090528722","display_name":"SK Mastan Basha","orcid":null,"observed_orcids":[]},"institutions":[{"id":"https://openalex.org/I4405283258","display_name":"Vignan's Institute of Management and Technology for Women","ror":"https://ror.org/01ay1sd10","country_code":"IN","type":"education","lineage":["https://openalex.org/I4405283258"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"SK Masthan Basha","raw_affiliation_strings":["Vignan's Institute of Management and Technology for Women,ECE Department,Hyderabad,India","ECE Department, Vignan's Institute of Management and Technology for Women, Hyderabad, India"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Vignan's Institute of Management and Technology for Women,ECE Department,Hyderabad,India","institution_ids":["https://openalex.org/I4405283258"]},{"raw_affiliation_string":"ECE Department, Vignan's Institute of Management and Technology for Women, Hyderabad, India","institution_ids":["https://openalex.org/I4405283258"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5092000998","display_name":"G Ashalatha","orcid":null,"observed_orcids":[]},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Ashalatha G","raw_affiliation_strings":["VNR Vignana Jyothi Institute of Engineering and Technology,Department of Computer Science-CS-DS&AI&DS,Hyderabad,Telangana,India"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"VNR Vignana Jyothi Institute of Engineering and Technology,Department of Computer Science-CS-DS&AI&DS,Hyderabad,Telangana,India","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5023076835","display_name":"Srisailapu D Vara Prasad","orcid":"https://orcid.org/0000-0002-5112-5909","observed_orcids":["https://orcid.org/0000-0002-5112-5909"]},"institutions":[{"id":"https://openalex.org/I885392262","display_name":"GITAM University","ror":"https://ror.org/0440p1d37","country_code":"IN","type":"education","lineage":["https://openalex.org/I885392262"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"Srisailapu D Vara Prasad","raw_affiliation_strings":["GITAM Deemed to be University,Computer Science and Engineering, School of Technology,Hyderabad,Telangana","Computer Science and Engineering, School of Technology, GITAM Deemed to be University, Hyderabad, Telangana"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"GITAM Deemed to be University,Computer Science and Engineering, School of Technology,Hyderabad,Telangana","institution_ids":["https://openalex.org/I885392262"]},{"raw_affiliation_string":"Computer Science and Engineering, School of Technology, GITAM Deemed to be University, Hyderabad, Telangana","institution_ids":["https://openalex.org/I885392262"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5003002732","display_name":"Mazin Riyadh Al-Hameed","orcid":"https://orcid.org/0000-0003-2177-0517","observed_orcids":["https://orcid.org/0000-0003-2177-0517"]},"institutions":[{"id":"https://openalex.org/I4405254421","display_name":"National University of Science and Technology","ror":"https://ror.org/01ss3xk05","country_code":"IQ","type":"education","lineage":["https://openalex.org/I4405254421"]}],"countries":["IQ"],"is_corresponding":false,"raw_author_name":"Mazin R. Al-Hameed","raw_affiliation_strings":["National University of Science and Technology,College of Engineering Technology,Department of Medical Device Industry Engineering,Dhi Qar,Iraq","Department of Medical Device Industry Engineering, College of Engineering Technology, National University of Science and Technology, Dhi Qar, Iraq"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"National University of Science and Technology,College of Engineering Technology,Department of Medical Device Industry Engineering,Dhi Qar,Iraq","institution_ids":["https://openalex.org/I4405254421"]},{"raw_affiliation_string":"Department of Medical Device Industry Engineering, College of Engineering Technology, National University of Science and Technology, Dhi Qar, Iraq","institution_ids":["https://openalex.org/I4405254421"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5092000872","display_name":"Sajad Ali Zearah","orcid":"https://orcid.org/0009-0001-4827-0128","observed_orcids":["https://orcid.org/0009-0001-4827-0128"]},"institutions":[{"id":"https://openalex.org/I4387154453","display_name":"Al-Ayen Iraqi University","ror":"https://ror.org/02t6wt791","country_code":"IQ","type":"education","lineage":["https://openalex.org/I4387154453"]}],"countries":["IQ"],"is_corresponding":false,"raw_author_name":"Sajad Ali Zearah","raw_affiliation_strings":["Al-Ayen University,Scientific Research Center,Thi-Qar,Iraq","Scientific Research Center, Al-Ayen University, Thi-Qar, Iraq"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Al-Ayen University,Scientific Research Center,Thi-Qar,Iraq","institution_ids":["https://openalex.org/I4387154453"]},{"raw_affiliation_string":"Scientific Research Center, Al-Ayen University, Thi-Qar, Iraq","institution_ids":["https://openalex.org/I4387154453"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5006198585","display_name":"K. Saikumar","orcid":"https://orcid.org/0000-0001-9836-3683","observed_orcids":["https://orcid.org/0000-0001-9836-3683"]},"institutions":[{"id":"https://openalex.org/I875944469","display_name":"Koneru Lakshmaiah Education Foundation","ror":"https://ror.org/02k949197","country_code":"IN","type":"education","lineage":["https://openalex.org/I875944469"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"K Saikumar","raw_affiliation_strings":["Koneru Lakshmaiah Education Foundation, Andhra Pradesh, India"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Koneru Lakshmaiah Education Foundation, Andhra Pradesh, India","institution_ids":["https://openalex.org/I875944469"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":5,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":1.3708,"has_fulltext":false,"cited_by_count":6,"citation_normalized_percentile":{"value":0.79431483,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":93,"max":95},"biblio":{"volume":null,"issue":null,"first_page":"1","last_page":"6"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11396","display_name":"Artificial Intelligence in Healthcare","score":0.8184000253677368,"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":0.8184000253677368,"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/T10009","display_name":"Dementia and Cognitive Impairment Research","score":0.14100000262260437,"subfield":{"id":"https://openalex.org/subfields/2738","display_name":"Psychiatry and Mental health"},"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/T10429","display_name":"EEG and Brain-Computer Interfaces","score":0.012000000104308128,"subfield":{"id":"https://openalex.org/subfields/2805","display_name":"Cognitive Neuroscience"},"field":{"id":"https://openalex.org/fields/28","display_name":"Neuroscience"},"domain":{"id":"https://openalex.org/domains/1","display_name":"Life Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/alzheimer-s-disease","display_name":"Alzheimer's disease","score":0.9570000171661377},{"id":"https://openalex.org/keywords/electroencephalography","display_name":"EEG","score":0.3889999985694885},{"id":"https://openalex.org/keywords/early-detection","display_name":"early detection","score":0.4519999921321869},{"id":"https://openalex.org/keywords/random-forest","display_name":"random forest","score":0.6919999718666077},{"id":"https://openalex.org/keywords/speech-analysis","display_name":"speech analysis","score":0.44200000166893005},{"id":"https://openalex.org/keywords/daily-activity-monitoring","display_name":"daily activity monitoring","score":0.5519999861717224},{"id":"https://openalex.org/keywords/dementia-diagnosis","display_name":"dementia diagnosis","score":0.3709999918937683}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7161598205566406},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.7046390771865845},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.6276532411575317},{"id":"https://openalex.org/C169258074","wikidata":"https://www.wikidata.org/wiki/Q245748","display_name":"Random forest","level":2,"score":0.6176574230194092},{"id":"https://openalex.org/C100660578","wikidata":"https://www.wikidata.org/wiki/Q18733","display_name":"Recall","level":2,"score":0.5608381032943726},{"id":"https://openalex.org/C2779134260","wikidata":"https://www.wikidata.org/wiki/Q12136","display_name":"Disease","level":2,"score":0.498659610748291},{"id":"https://openalex.org/C81669768","wikidata":"https://www.wikidata.org/wiki/Q2359161","display_name":"Precision and recall","level":2,"score":0.4231044054031372},{"id":"https://openalex.org/C18762648","wikidata":"https://www.wikidata.org/wiki/Q42213","display_name":"Work (physics)","level":2,"score":0.4185381531715393},{"id":"https://openalex.org/C147077947","wikidata":"https://www.wikidata.org/wiki/Q1515895","display_name":"Socioeconomic status","level":3,"score":0.41256484389305115},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.24891909956932068},{"id":"https://openalex.org/C180747234","wikidata":"https://www.wikidata.org/wiki/Q23373","display_name":"Cognitive psychology","level":1,"score":0.19653236865997314},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.17911243438720703},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.0},{"id":"https://openalex.org/C142724271","wikidata":"https://www.wikidata.org/wiki/Q7208","display_name":"Pathology","level":1,"score":0.0},{"id":"https://openalex.org/C99454951","wikidata":"https://www.wikidata.org/wiki/Q932068","display_name":"Environmental health","level":1,"score":0.0},{"id":"https://openalex.org/C2908647359","wikidata":"https://www.wikidata.org/wiki/Q2625603","display_name":"Population","level":2,"score":0.0},{"id":"https://openalex.org/C78519656","wikidata":"https://www.wikidata.org/wiki/Q101333","display_name":"Mechanical engineering","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/i2ct57861.2023.10126232","doi":"https://doi.org/10.1109/i2ct57861.2023.10126232","is_oa":false,"landing_page_url":"https://doi.org/10.1109/i2ct57861.2023.10126232","pdf_url":null,"source":{"id":"https://openalex.org/S4363607804","display_name":"IEEE International Conference for Convergence in Technology (I2CT)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"conference"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2023 IEEE 8th International Conference for Convergence in Technology (I2CT)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"display_name":"Good health and well-being","id":"https://metadata.un.org/sdg/3","score":0.98580002784729}],"study_designs":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":21,"referenced_works":["https://openalex.org/W2001215426","https://openalex.org/W2018935975","https://openalex.org/W2121930599","https://openalex.org/W2295513804","https://openalex.org/W2342783192","https://openalex.org/W2409233683","https://openalex.org/W2419166108","https://openalex.org/W3000014294","https://openalex.org/W3187604566","https://openalex.org/W3187891219","https://openalex.org/W3194702856","https://openalex.org/W3195070436","https://openalex.org/W3195091388","https://openalex.org/W3211913138","https://openalex.org/W3215903310","https://openalex.org/W4205095862","https://openalex.org/W4214755831","https://openalex.org/W4220888071","https://openalex.org/W4226018163","https://openalex.org/W4226070857","https://openalex.org/W4237597915"],"related_works":["https://openalex.org/W4404032615","https://openalex.org/W7220187582","https://openalex.org/W4407788167","https://openalex.org/W4414348784","https://openalex.org/W4403677963","https://openalex.org/W4383747271","https://openalex.org/W7128772391","https://openalex.org/W4413562318","https://openalex.org/W7118173562","https://openalex.org/W4393035720"],"abstract_inverted_index":{"Nowadays,":[0],"Alzheimer's":[1,78,158],"disease":[2,79],"is":[3,43,207],"one":[4],"of":[5,12,53,60,178,188,192,196,202],"the":[6,50,58,107,113,131,168,176],"most":[7],"severe":[8],"threats":[9],"to":[10,62,77,136,156,174,209],"people":[11],"all":[13],"ages":[14],"and":[15,25,57,85,112,128,141,170,198,211,226],"socioeconomic":[16],"backgrounds.":[17],"Their":[18],"everyday":[19],"activities":[20],"may":[21],"measure":[22],"this":[23,96],"disorder,":[24],"how":[26,32,46],"they":[27,34,166],"speak":[28],"about":[29,36,69],"it":[30,47],"shows":[31],"concerned":[33],"are":[35,171],"it.":[37],"The":[38,99,118,181,204,216],"way":[39],"we":[40,153],"live":[41],"today":[42],"different":[44],"from":[45],"was":[48],"in":[49,95],"past":[51],"because":[52],"our":[54,138],"working":[55],"environment":[56],"lack":[59],"opportunities":[61],"interact":[63],"with":[64,125,223],"people.":[65],"WHO":[66],"estimates":[67],"that":[68,165],"10":[70],"billion":[71],"individuals":[72],"perish":[73],"each":[74],"year":[75],"due":[76],"since":[80],"not":[81],"been":[82,103],"appropriately":[83],"diagnosed":[84],"treated.":[86],"An":[87],"advanced":[88],"Machine":[89,219],"Learning-based":[90],"recognition":[91],"system":[92,121],"design":[93,221],"performs":[94],"research":[97],"work.":[98],"proposed":[100,217],"model":[101,135],"has":[102,184],"designed":[104,182],"based":[105],"on":[106],"human":[108],"being":[109],"EEG":[110],"dataset(testing)":[111],"Kaggle":[114],"Alzheimer":[115],"dataset":[116],"(training).":[117],"developed":[119],"intelligent":[120],"will":[122,152],"be":[123,154],"updated":[124],"data":[126],"collection":[127],"pre-processing":[129],"through":[130],"Random":[132],"Forest":[133],"machine":[134],"locate":[137],"health":[139],"condition":[140],"recognize":[142],"daily":[143],"routine":[144],"changes.":[145],"Only":[146],"by":[147],"developing":[148],"a":[149,186,194,199],"machine-based":[150],"approach":[151],"able":[155],"discover":[157],"patients":[159],"who":[160],"previously":[161],"had":[162,167],"no":[163],"idea":[164],"illness":[169],"now":[172],"unable":[173],"reverse":[175],"progression":[177],"their":[179],"condition.":[180],"application":[183,206],"attained":[185],"sensitivity":[187],"93.01%,":[189],"an":[190],"accuracy":[191],"91.32%,":[193],"recall":[195],"97.28%,":[197],"detection":[200],"rate":[201],"98.91%.":[203],"implemented":[205],"beneficial":[208],"investigators":[210],"surgeons":[212],"for":[213],"easy":[214],"treatment.":[215],"RFO":[218],"learning":[220],"competes":[222],"present":[224],"technology":[225],"outperforms":[227],"methodology.":[228]},"counts_by_year":[{"year":2025,"cited_by_count":2},{"year":2024,"cited_by_count":2},{"year":2023,"cited_by_count":2}],"updated_date":"2026-11-10T11:39:43.021295","created_date":"2023-05-24T00:00:00"}
