{"id":"https://openalex.org/W2565663857","doi":"https://doi.org/10.1109/bibe.2016.52","title":"Diagnostic Support for Alzheimers Disease through Feature-Based Brain MRI Retrieval and Unsupervised Distance Learning","display_name":"Diagnostic Support for Alzheimers Disease through Feature-Based Brain MRI Retrieval and Unsupervised Distance Learning","publication_year":2016,"publication_date":"2016-10-01","ids":{"openalex":"https://openalex.org/W2565663857","doi":"https://doi.org/10.1109/bibe.2016.52","mag":"2565663857"},"language":"en","primary_location":{"id":"doi:10.1109/bibe.2016.52","is_oa":false,"landing_page_url":"https://doi.org/10.1109/bibe.2016.52","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2016 IEEE 16th International Conference on Bioinformatics and Bioengineering (BIBE)","raw_type":"proceedings-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"http://hdl.handle.net/11449/169416","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5064873730","display_name":"Bruno Padovese","orcid":"https://orcid.org/0000-0002-9879-9900"},"institutions":[{"id":"https://openalex.org/I879563668","display_name":"Universidade Estadual Paulista (Unesp)","ror":"https://ror.org/00987cb86","country_code":"BR","type":"education","lineage":["https://openalex.org/I879563668"]}],"countries":["BR"],"is_corresponding":true,"raw_author_name":"Bruno T. Padovese","raw_affiliation_strings":["Department of Statistics, S\u00e3o Paulo State University (UNESP), Rio Claro, SP, Brazil"],"affiliations":[{"raw_affiliation_string":"Department of Statistics, S\u00e3o Paulo State University (UNESP), Rio Claro, SP, Brazil","institution_ids":["https://openalex.org/I879563668"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5045456527","display_name":"Denis H. P. Salvadeo","orcid":"https://orcid.org/0000-0001-8942-0033"},"institutions":[{"id":"https://openalex.org/I879563668","display_name":"Universidade Estadual Paulista (Unesp)","ror":"https://ror.org/00987cb86","country_code":"BR","type":"education","lineage":["https://openalex.org/I879563668"]}],"countries":["BR"],"is_corresponding":false,"raw_author_name":"Denis H. P. Salvadeo","raw_affiliation_strings":["Department of Statistics, S\u00e3o Paulo State University (UNESP), Rio Claro, SP, Brazil"],"affiliations":[{"raw_affiliation_string":"Department of Statistics, S\u00e3o Paulo State University (UNESP), Rio Claro, SP, Brazil","institution_ids":["https://openalex.org/I879563668"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5078511671","display_name":"Daniel Carlos Guimar\u00e3es Pedronette","orcid":"https://orcid.org/0000-0002-2867-4838"},"institutions":[{"id":"https://openalex.org/I879563668","display_name":"Universidade Estadual Paulista (Unesp)","ror":"https://ror.org/00987cb86","country_code":"BR","type":"education","lineage":["https://openalex.org/I879563668"]}],"countries":["BR"],"is_corresponding":false,"raw_author_name":"Daniel C. G. Pedronette","raw_affiliation_strings":["Department of Statistics, S\u00e3o Paulo State University (UNESP), Rio Claro, SP, Brazil"],"affiliations":[{"raw_affiliation_string":"Department of Statistics, S\u00e3o Paulo State University (UNESP), Rio Claro, SP, Brazil","institution_ids":["https://openalex.org/I879563668"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5064873730"],"corresponding_institution_ids":["https://openalex.org/I879563668"],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":2,"citation_normalized_percentile":{"value":0.14682733,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":94},"biblio":{"volume":"6893","issue":null,"first_page":"242","last_page":"249"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10824","display_name":"Image Retrieval and Classification Techniques","score":0.9998000264167786,"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"}},"topics":[{"id":"https://openalex.org/T10824","display_name":"Image Retrieval and Classification Techniques","score":0.9998000264167786,"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"}},{"id":"https://openalex.org/T12702","display_name":"Brain Tumor Detection and Classification","score":0.9955000281333923,"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/T10627","display_name":"Advanced Image and Video Retrieval Techniques","score":0.9943000078201294,"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/computer-science","display_name":"Computer science","score":0.7285668849945068},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.6405631303787231},{"id":"https://openalex.org/keywords/alzheimers-disease","display_name":"Alzheimer's disease","score":0.559951663017273},{"id":"https://openalex.org/keywords/unsupervised-learning","display_name":"Unsupervised learning","score":0.5094018578529358},{"id":"https://openalex.org/keywords/process","display_name":"Process (computing)","score":0.5067659020423889},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.46024033427238464},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.450251966714859},{"id":"https://openalex.org/keywords/brain-disease","display_name":"Brain disease","score":0.44994983077049255},{"id":"https://openalex.org/keywords/disease","display_name":"Disease","score":0.44760459661483765},{"id":"https://openalex.org/keywords/feature","display_name":"Feature (linguistics)","score":0.44087475538253784},{"id":"https://openalex.org/keywords/neuroimaging","display_name":"Neuroimaging","score":0.4352565407752991},{"id":"https://openalex.org/keywords/feature-extraction","display_name":"Feature extraction","score":0.41298162937164307},{"id":"https://openalex.org/keywords/neuroscience","display_name":"Neuroscience","score":0.191697895526886},{"id":"https://openalex.org/keywords/medicine","display_name":"Medicine","score":0.16958186030387878},{"id":"https://openalex.org/keywords/pathology","display_name":"Pathology","score":0.14678457379341125},{"id":"https://openalex.org/keywords/psychology","display_name":"Psychology","score":0.1175452172756195}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7285668849945068},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.6405631303787231},{"id":"https://openalex.org/C502032728","wikidata":"https://www.wikidata.org/wiki/Q11081","display_name":"Alzheimer's disease","level":3,"score":0.559951663017273},{"id":"https://openalex.org/C8038995","wikidata":"https://www.wikidata.org/wiki/Q1152135","display_name":"Unsupervised learning","level":2,"score":0.5094018578529358},{"id":"https://openalex.org/C98045186","wikidata":"https://www.wikidata.org/wiki/Q205663","display_name":"Process (computing)","level":2,"score":0.5067659020423889},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.46024033427238464},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.450251966714859},{"id":"https://openalex.org/C2991673738","wikidata":"https://www.wikidata.org/wiki/Q5062122","display_name":"Brain disease","level":3,"score":0.44994983077049255},{"id":"https://openalex.org/C2779134260","wikidata":"https://www.wikidata.org/wiki/Q12136","display_name":"Disease","level":2,"score":0.44760459661483765},{"id":"https://openalex.org/C2776401178","wikidata":"https://www.wikidata.org/wiki/Q12050496","display_name":"Feature (linguistics)","level":2,"score":0.44087475538253784},{"id":"https://openalex.org/C58693492","wikidata":"https://www.wikidata.org/wiki/Q551875","display_name":"Neuroimaging","level":2,"score":0.4352565407752991},{"id":"https://openalex.org/C52622490","wikidata":"https://www.wikidata.org/wiki/Q1026626","display_name":"Feature extraction","level":2,"score":0.41298162937164307},{"id":"https://openalex.org/C169760540","wikidata":"https://www.wikidata.org/wiki/Q207011","display_name":"Neuroscience","level":1,"score":0.191697895526886},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.16958186030387878},{"id":"https://openalex.org/C142724271","wikidata":"https://www.wikidata.org/wiki/Q7208","display_name":"Pathology","level":1,"score":0.14678457379341125},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.1175452172756195},{"id":"https://openalex.org/C41895202","wikidata":"https://www.wikidata.org/wiki/Q8162","display_name":"Linguistics","level":1,"score":0.0},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.0},{"id":"https://openalex.org/C138885662","wikidata":"https://www.wikidata.org/wiki/Q5891","display_name":"Philosophy","level":0,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1109/bibe.2016.52","is_oa":false,"landing_page_url":"https://doi.org/10.1109/bibe.2016.52","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2016 IEEE 16th International Conference on Bioinformatics and Bioengineering (BIBE)","raw_type":"proceedings-article"},{"id":"pmh:oai:repositorio.unesp.br:11449/169416","is_oa":true,"landing_page_url":"http://hdl.handle.net/11449/169416","pdf_url":null,"source":{"id":"https://openalex.org/S4377196277","display_name":"UNESP Institutional Repository (S\u00e3o Paulo State University)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I879563668","host_organization_name":"Universidade Estadual Paulista (Unesp)","host_organization_lineage":["https://openalex.org/I879563668"],"host_organization_lineage_names":[],"type":"repository"},"license":"other-oa","license_id":"https://openalex.org/licenses/other-oa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":"info:eu-repo/semantics/conferencePaper"}],"best_oa_location":{"id":"pmh:oai:repositorio.unesp.br:11449/169416","is_oa":true,"landing_page_url":"http://hdl.handle.net/11449/169416","pdf_url":null,"source":{"id":"https://openalex.org/S4377196277","display_name":"UNESP Institutional Repository (S\u00e3o Paulo State University)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I879563668","host_organization_name":"Universidade Estadual Paulista (Unesp)","host_organization_lineage":["https://openalex.org/I879563668"],"host_organization_lineage_names":[],"type":"repository"},"license":"other-oa","license_id":"https://openalex.org/licenses/other-oa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":"info:eu-repo/semantics/conferencePaper"},"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/4","score":0.6200000047683716,"display_name":"Quality Education"}],"awards":[],"funders":[{"id":"https://openalex.org/F4320320997","display_name":"Funda\u00e7\u00e3o de Amparo \u00e0 Pesquisa do Estado de S\u00e3o Paulo","ror":"https://ror.org/02ddkpn78"},{"id":"https://openalex.org/F4320321091","display_name":"Coordena\u00e7\u00e3o de Aperfei\u00e7oamento de Pessoal de N\u00edvel Superior","ror":"https://ror.org/00x0ma614"}],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":16,"referenced_works":["https://openalex.org/W152195102","https://openalex.org/W1847168837","https://openalex.org/W1980252284","https://openalex.org/W2025005736","https://openalex.org/W2039051707","https://openalex.org/W2072372801","https://openalex.org/W2122328291","https://openalex.org/W2153171432","https://openalex.org/W2154957805","https://openalex.org/W2157946140","https://openalex.org/W2163502583","https://openalex.org/W2171808809","https://openalex.org/W2171831801","https://openalex.org/W2177038588","https://openalex.org/W2411034702","https://openalex.org/W6606168485"],"related_works":["https://openalex.org/W2327340211","https://openalex.org/W2027542625","https://openalex.org/W4292199793","https://openalex.org/W2282195379","https://openalex.org/W2295388821","https://openalex.org/W2102312026","https://openalex.org/W2885663991","https://openalex.org/W2071433170","https://openalex.org/W2089784006","https://openalex.org/W1016623679"],"abstract_inverted_index":{"Initial":[0],"stages":[1],"of":[2,34,38,43,70,138,160],"Alzheimer's":[3,44,96,161],"disease":[4,45,97],"are":[5,112],"easily":[6],"confused":[7],"with":[8,53],"the":[9,14,18,32,40,71,80,95,124,136,139,146,158],"normal":[10],"aging":[11],"process.":[12],"Additionally,":[13],"methodology":[15],"involved":[16],"in":[17,156],"diagnosis":[19,42,159],"by":[20],"radiologists":[21],"can":[22,149],"be":[23],"subjective":[24],"and":[25,104,114],"difficult":[26],"to":[27],"document.":[28],"In":[29,83,123],"this":[30,54,84],"scenario,":[31],"development":[33],"accessible":[35],"approaches":[36,49,72],"capable":[37],"supporting":[39,94],"early":[41],"is":[46,132],"crucial.":[47],"Various":[48],"have":[50,66],"been":[51,67],"employed":[52],"objective,":[55],"specially":[56],"using":[57],"brain":[58,81,109],"MRI":[59,110],"scans.":[60],"Although":[61],"certain":[62],"satisfactory":[63],"accuracy":[64],"results":[65,143],"achieved,":[68],"most":[69],"requires":[73],"very":[74],"specific":[75],"pre-processing":[76,121],"steps":[77],"based":[78,99],"on":[79,100],"anatomy.":[82],"paper,":[85],"we":[86],"present":[87],"a":[88,126],"novel":[89],"image":[90],"retrieval":[91,152],"approach":[92,148],"for":[93,134],"diagnostic,":[98],"general":[101,117],"use":[102],"features":[103,118],"unsupervised":[105,128],"post-processing":[106],"step.":[107,122],"The":[108],"scans":[111],"processed":[113],"retrieved":[115],"through":[116],"without":[119],"any":[120],"following,":[125],"rankbased":[127],"distance":[129],"learning":[130],"procedure":[131],"performed":[133],"improving":[135],"effectiveness":[137],"initial":[140],"results.":[141],"Experimental":[142],"demonstrate":[144],"that":[145],"proposed":[147],"achieve":[150],"effective":[151],"results,":[153],"being":[154],"suitable":[155],"aiding":[157],"disease.":[162]},"counts_by_year":[{"year":2023,"cited_by_count":1},{"year":2021,"cited_by_count":1}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
