{"id":"https://openalex.org/W4396852769","doi":"https://doi.org/10.1145/3647444.3647870","title":"Alzheimer's disease Development and Classification using MRI","display_name":"Alzheimer's disease Development and Classification using MRI","publication_year":2023,"publication_date":"2023-11-23","ids":{"openalex":"https://openalex.org/W4396852769","doi":"https://doi.org/10.1145/3647444.3647870"},"language":"en","primary_location":{"id":"doi:10.1145/3647444.3647870","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3647444.3647870","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 & 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/A5073015414","display_name":"P. Chitra","orcid":"https://orcid.org/0000-0002-0235-1205"},"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":true,"raw_author_name":"CHITRA P","raw_affiliation_strings":["Department of Computer Science_School of Sciences, GITAM University, India"],"affiliations":[{"raw_affiliation_string":"Department of Computer Science_School of Sciences, GITAM University, India","institution_ids":["https://openalex.org/I885392262"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5070390806","display_name":"S. Naganandhini","orcid":"https://orcid.org/0000-0002-2437-5558"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Naganandhini S","raw_affiliation_strings":["Department of Computer Applications, Arulmigu Palaniandavar Arts and Science College for Women, India"],"affiliations":[{"raw_affiliation_string":"Department of Computer Applications, Arulmigu Palaniandavar Arts and Science College for Women, India","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5034164072","display_name":"R. Ramkumar","orcid":null},"institutions":[{"id":"https://openalex.org/I4210146157","display_name":"Dhanalakshmi Srinivasan Group of Institutions","ror":"https://ror.org/04dmgvm89","country_code":"IN","type":"education","lineage":["https://openalex.org/I4210146157"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"Ramkumar R","raw_affiliation_strings":["Department of Electrical and Electronics Engineering, Dhanalakshmi Srinivasan University, India"],"affiliations":[{"raw_affiliation_string":"Department of Electrical and Electronics Engineering, Dhanalakshmi Srinivasan University, India","institution_ids":["https://openalex.org/I4210146157"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5108928639","display_name":"Merin Stepha J","orcid":null},"institutions":[{"id":"https://openalex.org/I4210101093","display_name":"St. Joseph's Institute of Technology","ror":"https://ror.org/012npkr10","country_code":"IN","type":"education","lineage":["https://openalex.org/I4210101093"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"Merin Stepha J","raw_affiliation_strings":["Department of Electrical and Electronics Engineering, St.Josephs Institute of Technology, India"],"affiliations":[{"raw_affiliation_string":"Department of Electrical and Electronics Engineering, St.Josephs Institute of Technology, India","institution_ids":["https://openalex.org/I4210101093"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5097982395","display_name":"K Jessy","orcid":null},"institutions":[{"id":"https://openalex.org/I4210101093","display_name":"St. Joseph's Institute of Technology","ror":"https://ror.org/012npkr10","country_code":"IN","type":"education","lineage":["https://openalex.org/I4210101093"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"Jessy K","raw_affiliation_strings":["Department of Electrical and Electronics Engineering, St.Josephs Institute of Technology, India"],"affiliations":[{"raw_affiliation_string":"Department of Electrical and Electronics Engineering, St.Josephs Institute of Technology, India","institution_ids":["https://openalex.org/I4210101093"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5100769653","display_name":"S. Hemalatha","orcid":null},"institutions":[{"id":"https://openalex.org/I4210101093","display_name":"St. Joseph's Institute of Technology","ror":"https://ror.org/012npkr10","country_code":"IN","type":"education","lineage":["https://openalex.org/I4210101093"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"Hemalatha S","raw_affiliation_strings":["Department of Electrical and Electronics Engineering, St.Josephs Institute of Technology, India"],"affiliations":[{"raw_affiliation_string":"Department of Electrical and Electronics Engineering, St.Josephs Institute of Technology, India","institution_ids":["https://openalex.org/I4210101093"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":6,"corresponding_author_ids":["https://openalex.org/A5073015414"],"corresponding_institution_ids":["https://openalex.org/I885392262"],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.2868929,"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":"9"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T12702","display_name":"Brain Tumor Detection and Classification","score":0.9998000264167786,"subfield":{"id":"https://openalex.org/subfields/2808","display_name":"Neurology"},"field":{"id":"https://openalex.org/fields/28","display_name":"Neuroscience"},"domain":{"id":"https://openalex.org/domains/1","display_name":"Life Sciences"}},"topics":[{"id":"https://openalex.org/T12702","display_name":"Brain Tumor Detection and Classification","score":0.9998000264167786,"subfield":{"id":"https://openalex.org/subfields/2808","display_name":"Neurology"},"field":{"id":"https://openalex.org/fields/28","display_name":"Neuroscience"},"domain":{"id":"https://openalex.org/domains/1","display_name":"Life Sciences"}},{"id":"https://openalex.org/T11396","display_name":"Artificial Intelligence in Healthcare","score":0.9778000116348267,"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/T10052","display_name":"Medical Image Segmentation Techniques","score":0.9735000133514404,"subfield":{"id":"https://openalex.org/subfields/1707","display_name":"Computer Vision and Pattern Recognition"},"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/disease","display_name":"Disease","score":0.5656736493110657},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.5136008262634277},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.3869437575340271},{"id":"https://openalex.org/keywords/medicine","display_name":"Medicine","score":0.2901380956172943},{"id":"https://openalex.org/keywords/pathology","display_name":"Pathology","score":0.19184610247612}],"concepts":[{"id":"https://openalex.org/C2779134260","wikidata":"https://www.wikidata.org/wiki/Q12136","display_name":"Disease","level":2,"score":0.5656736493110657},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5136008262634277},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.3869437575340271},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.2901380956172943},{"id":"https://openalex.org/C142724271","wikidata":"https://www.wikidata.org/wiki/Q7208","display_name":"Pathology","level":1,"score":0.19184610247612}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1145/3647444.3647870","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3647444.3647870","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 & Machine Intelligence","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":17,"referenced_works":["https://openalex.org/W1988790447","https://openalex.org/W2017896827","https://openalex.org/W2135028448","https://openalex.org/W2148601182","https://openalex.org/W2151474681","https://openalex.org/W2183159415","https://openalex.org/W2302532339","https://openalex.org/W2322424401","https://openalex.org/W2748706682","https://openalex.org/W2764239667","https://openalex.org/W2789337348","https://openalex.org/W2907148404","https://openalex.org/W3005273529","https://openalex.org/W3013699712","https://openalex.org/W3023079706","https://openalex.org/W3163060050","https://openalex.org/W3206738455"],"related_works":["https://openalex.org/W4391375266","https://openalex.org/W2748952813","https://openalex.org/W2390279801","https://openalex.org/W2358668433","https://openalex.org/W4396701345","https://openalex.org/W2376932109","https://openalex.org/W2001405890","https://openalex.org/W4396696052","https://openalex.org/W2382290278","https://openalex.org/W4395014643"],"abstract_inverted_index":{"Abstract:":[0],"Alzheimer's":[1,59],"disease":[2,60],"(AD)":[3],"is":[4,61,94],"among":[5],"the":[6,12,30,43,80,113,119],"neurological":[7],"diseases":[8],"(dementia)":[9],"that":[10,83],"afflict":[11],"elderly":[13],"most":[14],"frequently.":[15],"We":[16],"introduce":[17],"a":[18],"novel":[19,53],"machine":[20,46],"learning-based":[21,47],"approach":[22],"in":[23,63,71,112],"this":[24,64],"research":[25],"to":[26,116],"differentiate":[27],"individuals":[28],"with":[29,118],"early":[31,120],"AD":[32,97],"classification.":[33],"Preprocessing,":[34],"feature":[35],"selection,":[36],"training":[37],"data,":[38],"and":[39,77,122],"classifiers":[40],"all":[41],"affect":[42],"outcomes":[44],"of":[45,58,73,124],"methods":[48,106],"for":[49,96],"classifying":[50],"AD.":[51],"A":[52],"composite":[54],"comprehensive":[55],"MRI":[56,86],"development":[57],"provided":[62],"chapter":[65],"(AD-DCP-MRI).":[66],"The":[67],"results":[68],"were":[69],"analyzed":[70],"terms":[72],"accuracy,":[74],"precision,":[75],"recall,":[76],"F1-score":[78],"using":[79],"data":[81],"package":[82],"included":[84],"T1-weighted":[85],"clinical":[87],"OASIS":[88],"temporal":[89],"data.":[90],"Our":[91],"recommendation":[92],"model":[93],"effective":[95],"categorization,":[98],"as":[99],"evidenced":[100],"by":[101],"its":[102],"increased":[103],"accuracy.":[104],"These":[105],"can":[107],"also":[108],"be":[109],"successfully":[110],"applied":[111],"medical":[114],"field":[115],"help":[117],"identification":[121],"diagnosis":[123],"disease.":[125]},"counts_by_year":[],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}