{"id":"https://openalex.org/W4399429773","doi":"https://doi.org/10.3233/idt-230524","title":"Alzheimer\u2019s disease (AD) classification using MRI: A deep ensemble model with modified local pattern feature set","display_name":"Alzheimer\u2019s disease (AD) classification using MRI: A deep ensemble model with modified local pattern feature set","publication_year":2024,"publication_date":"2024-06-07","ids":{"openalex":"https://openalex.org/W4399429773","doi":"https://doi.org/10.3233/idt-230524"},"language":"en","primary_location":{"id":"doi:10.3233/idt-230524","is_oa":false,"landing_page_url":"https://doi.org/10.3233/idt-230524","pdf_url":null,"source":{"id":"https://openalex.org/S119727669","display_name":"Intelligent Decision Technologies","issn_l":"1872-4981","issn":["1872-4981","1875-8843"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310318577","host_organization_name":"IOS Press","host_organization_lineage":["https://openalex.org/P4310318577"],"host_organization_lineage_names":["IOS Press"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Intelligent Decision Technologies","raw_type":"journal-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/A5091979547","display_name":"Rajasree RS","orcid":null},"institutions":[{"id":"https://openalex.org/I860813019","display_name":"Bharath University","ror":"https://ror.org/04yazpn06","country_code":"IN","type":"education","lineage":["https://openalex.org/I860813019"]}],"countries":["IN"],"is_corresponding":true,"raw_author_name":"Rajasree RS","raw_affiliation_strings":["Bharath Institute of Higher Education and Research, Chennai, India","Department of Artificial Intelligence and Machine Learning, New Horizon College of Engineering, Banglore, Karnataka, India"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Bharath Institute of Higher Education and Research, Chennai, India","institution_ids":["https://openalex.org/I860813019"]},{"raw_affiliation_string":"Department of Artificial Intelligence and Machine Learning, New Horizon College of Engineering, Banglore, Karnataka, India","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5090818281","display_name":"Shailaja Pede","orcid":"https://orcid.org/0000-0002-5030-522X"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Shailaja V. Pede","raw_affiliation_strings":["Department of Computer Engineering, Pimpri Chinchwad College of Engineering, Pune, India"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Computer Engineering, Pimpri Chinchwad College of Engineering, Pune, India","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5075744445","display_name":"Reena Kharat","orcid":"https://orcid.org/0000-0002-7937-5221"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Reena Kharat","raw_affiliation_strings":["Department of Computer Engineering, Pimpri Chinchwad College of Engineering, Pune, India"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Computer Engineering, Pimpri Chinchwad College of Engineering, Pune, India","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101374413","display_name":"Pooja Sharma S","orcid":null},"institutions":[{"id":"https://openalex.org/I4210153931","display_name":"D.Y. Patil University","ror":"https://ror.org/045qb5273","country_code":"IN","type":"education","lineage":["https://openalex.org/I4210153931"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"Pooja Sharma S","raw_affiliation_strings":["Department of Computer Engineering, D Y Patil University Ambi, Pune, India"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Computer Engineering, D Y Patil University Ambi, Pune, India","institution_ids":["https://openalex.org/I4210153931"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5099047523","display_name":"Gopika GS","orcid":null},"institutions":[{"id":"https://openalex.org/I43814544","display_name":"Sathyabama Institute of Science and Technology","ror":"https://ror.org/01defpn95","country_code":"IN","type":"education","lineage":["https://openalex.org/I43814544"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"Gopika GS","raw_affiliation_strings":["Department of Computer Science and Engineering, Sathyabama Institute of Science and Technology, Chennai, Tamilnadu, India"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Computer Science and Engineering, Sathyabama Institute of Science and Technology, Chennai, Tamilnadu, India","institution_ids":["https://openalex.org/I43814544"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5076492770","display_name":"Suyoga Bansode","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Suyoga Bansode","raw_affiliation_strings":["Department of Computer Science and Engineering, TPCT\u2019s College of Engineering, Osmanabad, India"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Computer Science and Engineering, TPCT\u2019s College of Engineering, Osmanabad, India","institution_ids":[]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5091979547"],"corresponding_institution_ids":["https://openalex.org/I860813019"],"apc_list":null,"apc_paid":null,"fwci":0.1997,"has_fulltext":false,"cited_by_count":1,"citation_normalized_percentile":{"value":0.50261363,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":91,"max":95},"biblio":{"volume":"18","issue":"3","first_page":"2537","last_page":"2557"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T12702","display_name":"Brain Tumor Detection and Classification","score":0.9995999932289124,"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":0.9995999932289124,"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/T12647","display_name":"Traditional Chinese Medicine Studies","score":0.983299970626831,"subfield":{"id":"https://openalex.org/subfields/2707","display_name":"Complementary and alternative medicine"},"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/T14144","display_name":"Neurological Disease Mechanisms and Treatments","score":0.9805999994277954,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/jaccard-index","display_name":"Jaccard index","score":0.8082286715507507},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.7371057271957397},{"id":"https://openalex.org/keywords/preprocessor","display_name":"Preprocessor","score":0.681196391582489},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6498419046401978},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.6461338400840759},{"id":"https://openalex.org/keywords/segmentation","display_name":"Segmentation","score":0.5915513634681702},{"id":"https://openalex.org/keywords/classifier","display_name":"Classifier (UML)","score":0.5851259231567383},{"id":"https://openalex.org/keywords/deep-learning","display_name":"Deep learning","score":0.4977426826953888},{"id":"https://openalex.org/keywords/dice","display_name":"Dice","score":0.4665738344192505},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.11775022745132446}],"concepts":[{"id":"https://openalex.org/C203519979","wikidata":"https://www.wikidata.org/wiki/Q865360","display_name":"Jaccard index","level":3,"score":0.8082286715507507},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.7371057271957397},{"id":"https://openalex.org/C34736171","wikidata":"https://www.wikidata.org/wiki/Q918333","display_name":"Preprocessor","level":2,"score":0.681196391582489},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6498419046401978},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.6461338400840759},{"id":"https://openalex.org/C89600930","wikidata":"https://www.wikidata.org/wiki/Q1423946","display_name":"Segmentation","level":2,"score":0.5915513634681702},{"id":"https://openalex.org/C95623464","wikidata":"https://www.wikidata.org/wiki/Q1096149","display_name":"Classifier (UML)","level":2,"score":0.5851259231567383},{"id":"https://openalex.org/C108583219","wikidata":"https://www.wikidata.org/wiki/Q197536","display_name":"Deep learning","level":2,"score":0.4977426826953888},{"id":"https://openalex.org/C22029948","wikidata":"https://www.wikidata.org/wiki/Q45089","display_name":"Dice","level":2,"score":0.4665738344192505},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.11775022745132446},{"id":"https://openalex.org/C2524010","wikidata":"https://www.wikidata.org/wiki/Q8087","display_name":"Geometry","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.3233/idt-230524","is_oa":false,"landing_page_url":"https://doi.org/10.3233/idt-230524","pdf_url":null,"source":{"id":"https://openalex.org/S119727669","display_name":"Intelligent Decision Technologies","issn_l":"1872-4981","issn":["1872-4981","1875-8843"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310318577","host_organization_name":"IOS Press","host_organization_lineage":["https://openalex.org/P4310318577"],"host_organization_lineage_names":["IOS Press"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Intelligent Decision Technologies","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":44,"referenced_works":["https://openalex.org/W2322488396","https://openalex.org/W2795824182","https://openalex.org/W2803144007","https://openalex.org/W2886872798","https://openalex.org/W2891516347","https://openalex.org/W2901020939","https://openalex.org/W2905035821","https://openalex.org/W2906155095","https://openalex.org/W2911001278","https://openalex.org/W2914307117","https://openalex.org/W2935891200","https://openalex.org/W2943604066","https://openalex.org/W2955694713","https://openalex.org/W2974788050","https://openalex.org/W2975743545","https://openalex.org/W2982982531","https://openalex.org/W2987779221","https://openalex.org/W2993429139","https://openalex.org/W2994991934","https://openalex.org/W2997606137","https://openalex.org/W2998975547","https://openalex.org/W2999695880","https://openalex.org/W2999705924","https://openalex.org/W3001009907","https://openalex.org/W3002097015","https://openalex.org/W3002585443","https://openalex.org/W3082884334","https://openalex.org/W3107293651","https://openalex.org/W3129822799","https://openalex.org/W3173195087","https://openalex.org/W3173571517","https://openalex.org/W3195474459","https://openalex.org/W4214938808","https://openalex.org/W4220739453","https://openalex.org/W4281687867","https://openalex.org/W4285246255","https://openalex.org/W4293051479","https://openalex.org/W4311969322","https://openalex.org/W4312795220","https://openalex.org/W4384038592","https://openalex.org/W4385367108","https://openalex.org/W6700541277","https://openalex.org/W6768161576","https://openalex.org/W6854255960"],"related_works":["https://openalex.org/W3104750253","https://openalex.org/W4254879869","https://openalex.org/W3021239166","https://openalex.org/W3022576529","https://openalex.org/W2586273397","https://openalex.org/W2390936256","https://openalex.org/W2483429559","https://openalex.org/W3012828488","https://openalex.org/W2553941787","https://openalex.org/W3091783519"],"abstract_inverted_index":{"The":[0,76,137],"Alzheimer":[1],"disease":[2],"(AD)":[3],"is":[4,59,71,98,128,147,156],"a":[5,19],"neurologic":[6],"brain":[7,15],"condition,":[8],"which":[9,103],"affects":[10],"the":[11,14,29,62,66,92,117,123,131,144,150,160,163],"cells":[12],"in":[13,42],"and":[16,35,86,110,143],"eventually":[17],"renders":[18],"patient":[20],"incapable":[21],"of":[22,80,121,126,152,162],"performing":[23],"routine":[24],"daily":[25],"tasks.":[26],"Due":[27],"to":[28,45,158],"outstanding":[30],"spatial":[31],"clarity,":[32],"high":[33],"access,":[34],"strong":[36],"contrast,":[37],"MRI":[38,55],"has":[39],"been":[40],"utilized":[41],"analyses":[43],"pertaining":[44],"AD.":[46],"This":[47],"work":[48],"develops":[49],"an":[50],"AD":[51,101],"classification":[52,102,120],"model":[53,70,97],"using":[54,130],"images.":[56],"Here,":[57],"preprocessing":[58],"done":[60],"by":[61],"Gabor":[63],"filter.":[64],"Subsequently,":[65],"Improved":[67],"U-net":[68],"segmentation":[69],"employed":[72],"for":[73,100,119],"image":[74],"segmentation.":[75],"features":[77,88],"extracted":[78],"comprises":[79],"modified":[81],"LGXP":[82],"features,":[83,85],"LTP":[84],"LBP":[87],"as":[89,107],"well.":[90],"Finally,":[91,149],"Deep":[93,111],"ensemble":[94],"classifier":[95],"(DEC)":[96],"proposed":[99],"combines":[104],"classifiers":[105],"such":[106],"RNN,":[108],"DBN,":[109],"Maxout":[112],"Network":[113],"(DMN).":[114],"For":[115],"enhancing":[116],"efficiency":[118],"AD,":[122],"optimal":[124],"weight":[125],"DMN":[127],"adjusted":[129],"Self":[132],"Customized":[133],"BWO":[134],"(SC-BWO)":[135],"model.":[136],"outputs":[138],"from":[139],"DEC":[140],"are":[141],"averaged":[142],"final":[145],"result":[146],"obtained.":[148],"analysis":[151],"dice,":[153],"Jaccard":[154],"scores":[155],"performed":[157],"show":[159],"betterment":[161],"SC-BWO":[164],"scheme.":[165]},"counts_by_year":[{"year":2025,"cited_by_count":1}],"updated_date":"2026-05-21T06:26:12.895304","created_date":"2025-10-10T00:00:00"}
