{"id":"https://openalex.org/W4376482684","doi":"https://doi.org/10.1145/3571600.3571610","title":"Alzheimer\u2019s severity classification using Transfer Learning and Residual Separable Convolution Network","display_name":"Alzheimer\u2019s severity classification using Transfer Learning and Residual Separable Convolution Network","publication_year":2022,"publication_date":"2022-12-08","ids":{"openalex":"https://openalex.org/W4376482684","doi":"https://doi.org/10.1145/3571600.3571610"},"language":"en","primary_location":{"id":"doi:10.1145/3571600.3571610","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3571600.3571610","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the Thirteenth Indian Conference on Computer Vision, Graphics and Image Processing","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/A5064379021","display_name":"Bala Venkateswarlu Isunuri","orcid":"https://orcid.org/0000-0002-7671-8831"},"institutions":[{"id":"https://openalex.org/I39244652","display_name":"Indian Institute of Information Technology, Design and Manufacturing, Kancheepuram","ror":"https://ror.org/023c9pb11","country_code":"IN","type":"education","lineage":["https://openalex.org/I39244652"]}],"countries":["IN"],"is_corresponding":true,"raw_author_name":"Bala Venkateswarlu Isunuri","raw_affiliation_strings":["CSE, Indian Institute of Information Technology Design and Managment, Kancheepuram, India"],"affiliations":[{"raw_affiliation_string":"CSE, Indian Institute of Information Technology Design and Managment, Kancheepuram, India","institution_ids":["https://openalex.org/I39244652"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5052222044","display_name":"Jagadeesh Kakarla","orcid":"https://orcid.org/0000-0003-2384-6263"},"institutions":[{"id":"https://openalex.org/I39244652","display_name":"Indian Institute of Information Technology, Design and Manufacturing, Kancheepuram","ror":"https://ror.org/023c9pb11","country_code":"IN","type":"education","lineage":["https://openalex.org/I39244652"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"Dr Jagadeesh Kakarla","raw_affiliation_strings":["CSE, Indian Institute of Information Technology Design and Managment, Kancheepuram, India"],"affiliations":[{"raw_affiliation_string":"CSE, Indian Institute of Information Technology Design and Managment, Kancheepuram, India","institution_ids":["https://openalex.org/I39244652"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":["https://openalex.org/A5064379021"],"corresponding_institution_ids":["https://openalex.org/I39244652"],"apc_list":null,"apc_paid":null,"fwci":0.3307,"has_fulltext":false,"cited_by_count":4,"citation_normalized_percentile":{"value":0.58322025,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":97},"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/T12702","display_name":"Brain Tumor Detection and Classification","score":0.9979000091552734,"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":0.9979000091552734,"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":0.9923999905586243,"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/T10862","display_name":"AI in cancer detection","score":0.9686999917030334,"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/convolution","display_name":"Convolution (computer science)","score":0.7840260863304138},{"id":"https://openalex.org/keywords/residual","display_name":"Residual","score":0.7234504818916321},{"id":"https://openalex.org/keywords/separable-space","display_name":"Separable space","score":0.6302832365036011},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.5769197940826416},{"id":"https://openalex.org/keywords/transfer-of-learning","display_name":"Transfer of learning","score":0.5668728947639465},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.49554359912872314},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.2550184726715088},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.24716311693191528},{"id":"https://openalex.org/keywords/artificial-neural-network","display_name":"Artificial neural network","score":0.1330660879611969},{"id":"https://openalex.org/keywords/mathematical-analysis","display_name":"Mathematical analysis","score":0.08486661314964294}],"concepts":[{"id":"https://openalex.org/C45347329","wikidata":"https://www.wikidata.org/wiki/Q5166604","display_name":"Convolution (computer science)","level":3,"score":0.7840260863304138},{"id":"https://openalex.org/C155512373","wikidata":"https://www.wikidata.org/wiki/Q287450","display_name":"Residual","level":2,"score":0.7234504818916321},{"id":"https://openalex.org/C70710897","wikidata":"https://www.wikidata.org/wiki/Q680081","display_name":"Separable space","level":2,"score":0.6302832365036011},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5769197940826416},{"id":"https://openalex.org/C150899416","wikidata":"https://www.wikidata.org/wiki/Q1820378","display_name":"Transfer of learning","level":2,"score":0.5668728947639465},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.49554359912872314},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.2550184726715088},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.24716311693191528},{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.1330660879611969},{"id":"https://openalex.org/C134306372","wikidata":"https://www.wikidata.org/wiki/Q7754","display_name":"Mathematical analysis","level":1,"score":0.08486661314964294}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1145/3571600.3571610","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3571600.3571610","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the Thirteenth Indian Conference on Computer Vision, Graphics and Image Processing","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":9,"referenced_works":["https://openalex.org/W2194775991","https://openalex.org/W2783215915","https://openalex.org/W2905035821","https://openalex.org/W3025796938","https://openalex.org/W3120349183","https://openalex.org/W3164454234","https://openalex.org/W3173195087","https://openalex.org/W4220709827","https://openalex.org/W4300473403"],"related_works":["https://openalex.org/W2009525028","https://openalex.org/W2560215812","https://openalex.org/W2530952058","https://openalex.org/W2582836483","https://openalex.org/W4299366318","https://openalex.org/W3158431807","https://openalex.org/W4297580547","https://openalex.org/W2951583185","https://openalex.org/W4308155352","https://openalex.org/W3123837699"],"abstract_inverted_index":{"Severity":[0],"classification":[1,41],"is":[2,20,77],"the":[3,40,68,85,93,108,118,131,149],"most":[4],"pivotal":[5],"task":[6],"in":[7,144,152],"Alzheimer\u2019s":[8,23,110],"disease":[9],"diagnosis.":[10],"Detection":[11],"of":[12,42,74,128,142],"brain":[13,17],"structural":[14],"changes":[15],"from":[16],"MR":[18],"images":[19],"crucial":[21],"for":[22,39,67,107,117],"classification.":[24,111],"In":[25],"this":[26],"paper,":[27],"we":[28],"have":[29,124],"proposed":[30,45],"a":[31,98],"transfer":[32],"learning":[33],"and":[34,147],"residual":[35,69,86],"separable":[36,49,75],"convolution":[37,50,76],"network":[38,46,103],"Alzheimer\u2019s.":[43],"The":[44,71],"includes":[47],"three":[48],"layers":[51],"with":[52,81,133],"two":[53],"average":[54],"pooling":[55],"layers.":[56],"An":[57],"upsampling":[58],"has":[59,88,104,114,138],"been":[60,89,105,115],"performed":[61],"to":[62,78,91,120],"regain":[63],"its":[64],"spatial":[65],"resolution":[66],"connection.":[70],"main":[72],"intuition":[73],"optimize":[79],"parameters":[80],"depth-wise":[82],"convolution.":[83],"Similarly,":[84],"connection":[87],"used":[90,106],"reduce":[92],"vanishing":[94],"gradient":[95],"problem.":[96],"Finally,":[97],"three-layer":[99],"fully":[100],"connected":[101],"dense":[102],"four-class":[109],"Kaggle":[112],"dataset":[113,132],"utilized":[116],"experiments":[119],"report":[121],"results.":[122],"We":[123],"achieved":[125],"an":[126,140],"accuracy":[127],"97.32%":[129],"on":[130],"five-fold":[134],"cross-validation.":[135],"Our":[136],"model":[137],"reported":[139],"improvement":[141],"1%":[143],"jaccard":[145],"similarity":[146],"outperforms":[148],"competing":[150],"models":[151],"all":[153],"vital":[154],"metrics.":[155]},"counts_by_year":[{"year":2024,"cited_by_count":3},{"year":2023,"cited_by_count":1}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}