{"id":"https://openalex.org/W4376607184","doi":"https://doi.org/10.1109/icaect57570.2023.10117880","title":"Deep Learning based Early Detection of Alzheimer's Disease using Image Enhancement Filters","display_name":"Deep Learning based Early Detection of Alzheimer's Disease using Image Enhancement Filters","publication_year":2023,"publication_date":"2023-01-05","ids":{"openalex":"https://openalex.org/W4376607184","doi":"https://doi.org/10.1109/icaect57570.2023.10117880"},"language":"en","primary_location":{"id":"doi:10.1109/icaect57570.2023.10117880","doi":"https://doi.org/10.1109/icaect57570.2023.10117880","is_oa":false,"landing_page_url":"https://doi.org/10.1109/icaect57570.2023.10117880","pdf_url":null,"source":{"id":"https://openalex.org/S4363607977","display_name":"International Conference on Advances in Electrical, Computing, Communication and Sustainable Technologies (ICAECT)","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 Third International Conference on Advances in Electrical, Computing, Communication and Sustainable Technologies (ICAECT)","raw_type":"proceedings-article"},"volume":null,"type":"conference-paper","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/A5017203517","display_name":"Subhankar Samanta","orcid":"https://orcid.org/0000-0003-4543-9976","observed_orcids":["https://orcid.org/0000-0003-4543-9976"]},"institutions":[{"id":"https://openalex.org/I67357951","display_name":"KIIT University","ror":"https://ror.org/00k8zt527","country_code":"IN","type":"education","lineage":["https://openalex.org/I67357951"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"Subhankar Samanta","raw_affiliation_strings":["School of Electronics Engineering KIIT deemed to be university,Bhubaneshwar,India","School of Electronics Engineering KIIT deemed to be university, Bhubaneshwar, India"],"raw_orcid":"https://orcid.org/0000-0003-4543-9976","affiliations":[{"raw_affiliation_string":"School of Electronics Engineering KIIT deemed to be university,Bhubaneshwar,India","institution_ids":["https://openalex.org/I67357951"]},{"raw_affiliation_string":"School of Electronics Engineering KIIT deemed to be university, Bhubaneshwar, India","institution_ids":["https://openalex.org/I67357951"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5019128139","display_name":"Ishanee Mazumder","orcid":"https://orcid.org/0000-0003-0366-2731","observed_orcids":["https://orcid.org/0000-0003-0366-2731"]},"institutions":[{"id":"https://openalex.org/I67357951","display_name":"KIIT University","ror":"https://ror.org/00k8zt527","country_code":"IN","type":"education","lineage":["https://openalex.org/I67357951"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"Ishanee Mazumder","raw_affiliation_strings":["School of Biotechnology KIIT deemed to be university,Bhubaneshwar,India","School of Biotechnology KIIT deemed to be university, Bhubaneshwar, India"],"raw_orcid":"https://orcid.org/0000-0003-0366-2731","affiliations":[{"raw_affiliation_string":"School of Biotechnology KIIT deemed to be university,Bhubaneshwar,India","institution_ids":["https://openalex.org/I67357951"]},{"raw_affiliation_string":"School of Biotechnology KIIT deemed to be university, Bhubaneshwar, India","institution_ids":["https://openalex.org/I67357951"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5030612522","display_name":"Chandrashish Roy","orcid":"https://orcid.org/0000-0002-5447-2914","observed_orcids":["https://orcid.org/0000-0002-5447-2914"]},"institutions":[{"id":"https://openalex.org/I67357951","display_name":"KIIT University","ror":"https://ror.org/00k8zt527","country_code":"IN","type":"education","lineage":["https://openalex.org/I67357951"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"Chandrashish Roy","raw_affiliation_strings":["School of Biotechnology KIIT deemed to be university,Bhubaneshwar,India","School of Biotechnology KIIT deemed to be university, Bhubaneshwar, India"],"raw_orcid":"https://orcid.org/0000-0002-5447-2914","affiliations":[{"raw_affiliation_string":"School of Biotechnology KIIT deemed to be university,Bhubaneshwar,India","institution_ids":["https://openalex.org/I67357951"]},{"raw_affiliation_string":"School of Biotechnology KIIT deemed to be university, Bhubaneshwar, India","institution_ids":["https://openalex.org/I67357951"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":[],"corresponding_institution_ids":["https://openalex.org/I67357951"],"apc_list":null,"apc_paid":null,"fwci":3.6978,"has_fulltext":false,"cited_by_count":6,"citation_normalized_percentile":{"value":0.91959288,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":94,"max":98},"biblio":{"volume":null,"issue":null,"first_page":"1","last_page":"5"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10009","display_name":"Dementia and Cognitive Impairment Research","score":0.9848999977111816,"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"}},"topics":[{"id":"https://openalex.org/T10009","display_name":"Dementia and Cognitive Impairment Research","score":0.9848999977111816,"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/T12702","display_name":"Brain Tumor Detection and Classification","score":0.0031999999191612005,"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/T10052","display_name":"Medical Image Segmentation Techniques","score":0.0012000000569969416,"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/alzheimer-s-disease","display_name":"Alzheimer's disease","score":0.9639999866485596},{"id":"https://openalex.org/keywords/early-detection","display_name":"early detection","score":0.9629999995231628},{"id":"https://openalex.org/keywords/dementia-staging","display_name":"dementia staging","score":0.6069999933242798},{"id":"https://openalex.org/keywords/brain-mri","display_name":"brain MRI","score":0.7329999804496765},{"id":"https://openalex.org/keywords/convolutional-neural-networks","display_name":"convolutional neural networks","score":0.890999972820282},{"id":"https://openalex.org/keywords/image-enhancement-filters","display_name":"image enhancement filters","score":0.875},{"id":"https://openalex.org/keywords/gaussian-filter","display_name":"Gaussian filtering","score":0.7789999842643738},{"id":"https://openalex.org/keywords/multilayer-perceptron","display_name":"multilayer perceptron","score":0.8460000157356262},{"id":"https://openalex.org/keywords/medical-image-classification","display_name":"medical image classification","score":0.7440000176429749}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6736197471618652},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.6456644535064697},{"id":"https://openalex.org/C81363708","wikidata":"https://www.wikidata.org/wiki/Q17084460","display_name":"Convolutional neural network","level":2,"score":0.6148290634155273},{"id":"https://openalex.org/C94124525","wikidata":"https://www.wikidata.org/wiki/Q912550","display_name":"Categorization","level":2,"score":0.578146755695343},{"id":"https://openalex.org/C108583219","wikidata":"https://www.wikidata.org/wiki/Q197536","display_name":"Deep learning","level":2,"score":0.5510384440422058},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.4824948310852051},{"id":"https://openalex.org/C2779483572","wikidata":"https://www.wikidata.org/wiki/Q83030","display_name":"Dementia","level":3,"score":0.48167455196380615},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.468847393989563},{"id":"https://openalex.org/C179717631","wikidata":"https://www.wikidata.org/wiki/Q2991667","display_name":"Multilayer perceptron","level":3,"score":0.4182056188583374},{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.3725018799304962},{"id":"https://openalex.org/C2779134260","wikidata":"https://www.wikidata.org/wiki/Q12136","display_name":"Disease","level":2,"score":0.2880978584289551},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.13479849696159363},{"id":"https://openalex.org/C142724271","wikidata":"https://www.wikidata.org/wiki/Q7208","display_name":"Pathology","level":1,"score":0.07456690073013306}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/icaect57570.2023.10117880","doi":"https://doi.org/10.1109/icaect57570.2023.10117880","is_oa":false,"landing_page_url":"https://doi.org/10.1109/icaect57570.2023.10117880","pdf_url":null,"source":{"id":"https://openalex.org/S4363607977","display_name":"International Conference on Advances in Electrical, Computing, Communication and Sustainable Technologies (ICAECT)","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 Third International Conference on Advances in Electrical, Computing, Communication and Sustainable Technologies (ICAECT)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"score":0.9537000060081482,"id":"https://metadata.un.org/sdg/3","display_name":"Good health and well-being"}],"sustainable_development_goals_aurora":[],"study_designs":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":19,"referenced_works":["https://openalex.org/W2006869437","https://openalex.org/W2093602450","https://openalex.org/W2273396394","https://openalex.org/W2533214323","https://openalex.org/W2534811110","https://openalex.org/W2738681903","https://openalex.org/W2793927960","https://openalex.org/W2955950556","https://openalex.org/W2972652743","https://openalex.org/W2998922852","https://openalex.org/W3042167738","https://openalex.org/W3090326096","https://openalex.org/W3173195087","https://openalex.org/W3184998487","https://openalex.org/W4220791357","https://openalex.org/W4320930577","https://openalex.org/W4392048942","https://openalex.org/W6746023985","https://openalex.org/W6783934959"],"related_works":["https://openalex.org/W3156786002","https://openalex.org/W2738221750","https://openalex.org/W4311257506","https://openalex.org/W2732542196","https://openalex.org/W564581980","https://openalex.org/W2337926734","https://openalex.org/W4366224123","https://openalex.org/W2763109982","https://openalex.org/W4231994957","https://openalex.org/W4320802194"],"abstract_inverted_index":{"Alzheimer's":[0,112,156],"disease":[1,113,137],"(AD)":[2],"impairs":[3],"the":[4,8,122,132,141,164,178],"cognitive":[5,39],"functioning":[6],"of":[7,50,79,125,154,168],"brain":[9,143],"and":[10,41,52,67,77,86,127,149,186],"shrinks":[11],"its":[12],"size,":[13],"ultimately":[14],"leading":[15],"to":[16,20,26,48,93,105,145,177],"demise.":[17],"From":[18],"minor":[19],"severe,":[21],"it":[22],"impedes":[23],"one's":[24],"capacity":[25],"do":[27],"any":[28],"work":[29],"alone.":[30],"Existing":[31],"ways":[32],"for":[33,58,109],"identifying":[34],"cases":[35],"include":[36],"medical":[37],"history,":[38],"testing,":[40],"magnetic":[42],"resonance":[43],"imaging":[44],"(MRI),":[45],"however":[46],"due":[47],"lack":[49],"sensitivity":[51],"precision,":[53],"there":[54],"is":[55,103],"a":[56,95,107,129,146,184],"need":[57],"more":[59],"efficient":[60],"processes.":[61],"Since":[62],"AD":[63],"progresses":[64],"over":[65],"time":[66],"patients":[68],"at":[69],"various":[70],"stages":[71],"require":[72],"different":[73],"therapies,":[74],"early":[75],"identification":[76],"categorization":[78],"AD's":[80],"many":[81],"phases":[82,124],"utilizing":[83],"neural":[84],"network":[85],"Machine":[87],"Learning":[88],"(ML)":[89],"algorithms":[90],"may":[91],"prove":[92],"be":[94],"successful":[96],"strategy.":[97],"The":[98],"Convolutional":[99],"Neural":[100],"Network":[101],"(CNN)":[102],"used":[104],"construct":[106],"framework":[108],"detecting":[110],"specific":[111],"symptoms":[114],"from":[115,140],"MRI":[116],"scans.":[117],"By":[118],"taking":[119],"into":[120],"account":[121],"four":[123],"dementia":[126],"performing":[128],"precise":[130],"diagnosis,":[131],"suggested":[133],"method":[134],"creates":[135],"high-resolution":[136],"probability":[138],"mappings":[139],"local":[142],"structure":[144],"multilayer":[147],"perceptron":[148],"provides":[150],"precise,":[151],"intuitive":[152],"representations":[153],"individual":[155],"patients.":[157],"In":[158],"our":[159],"proposed":[160],"model":[161],"we":[162,182],"achieved":[163],"highest":[165],"overall":[166],"accuracy":[167],"91.65%":[169],"by":[170],"applying":[171],"Random":[172],"Up":[173],"Sampler,":[174],"Gaussian":[175],"Filter":[176],"images.":[179],"For":[180],"Classification":[181],"built":[183],"small":[185],"simple":[187],"CNN":[188],"architecture.":[189]},"counts_by_year":[{"year":2025,"cited_by_count":4},{"year":2024,"cited_by_count":2}],"updated_date":"2026-10-06T10:28:23.643775","created_date":"2025-10-10T00:00:00"}
