{"id":"https://openalex.org/W2396945343","doi":"https://doi.org/10.3233/978-1-61499-105-2-2210","title":"Effective voxel selection method over FDG-PET database based on Association Rules","display_name":"Effective voxel selection method over FDG-PET database based on Association Rules","publication_year":2012,"publication_date":"2012-01-01","ids":{"openalex":"https://openalex.org/W2396945343","doi":"https://doi.org/10.3233/978-1-61499-105-2-2210","mag":"2396945343"},"language":"en","primary_location":{"id":"doi:10.3233/978-1-61499-105-2-2210","is_oa":false,"landing_page_url":"https://doi.org/10.3233/978-1-61499-105-2-2210","pdf_url":null,"source":{"id":"https://openalex.org/S4210201731","display_name":"Frontiers in artificial intelligence and applications","issn_l":"0922-6389","issn":["0922-6389","1879-8314"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Frontiers in Artificial Intelligence and Applications","raw_type":"book-chapter"},"type":"book-chapter","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/A5034375405","display_name":"R. Chaves","orcid":"https://orcid.org/0000-0002-7435-0017"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Chaves R.","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5098229877","display_name":"J. Ram iacute rez","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Ram&iacute;rez J.","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5055650059","display_name":"Grand M","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"G&oacute;rriz J.M.","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]},{"author_position":"last","author":{"id":"https://openalex.org/A5018314596","display_name":"F. Segovia","orcid":"https://orcid.org/0000-0003-1940-8834"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Segovia F.","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]}],"institutions":[],"countries_distinct_count":0,"institutions_distinct_count":0,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.19192825,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"2210","last_page":"2219"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T12422","display_name":"Radiomics and Machine Learning in Medical Imaging","score":0.9186000227928162,"subfield":{"id":"https://openalex.org/subfields/2741","display_name":"Radiology, Nuclear Medicine and Imaging"},"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/T12422","display_name":"Radiomics and Machine Learning in Medical Imaging","score":0.9186000227928162,"subfield":{"id":"https://openalex.org/subfields/2741","display_name":"Radiology, Nuclear Medicine and Imaging"},"field":{"id":"https://openalex.org/fields/27","display_name":"Medicine"},"domain":{"id":"https://openalex.org/domains/4","display_name":"Health Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/voxel","display_name":"Voxel","score":0.659172534942627},{"id":"https://openalex.org/keywords/selection","display_name":"Selection (genetic algorithm)","score":0.597282886505127},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.557249128818512},{"id":"https://openalex.org/keywords/association","display_name":"Association (psychology)","score":0.5554222464561462},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.4117623567581177},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.362332820892334},{"id":"https://openalex.org/keywords/database","display_name":"Database","score":0.3526431918144226},{"id":"https://openalex.org/keywords/natural-language-processing","display_name":"Natural language processing","score":0.32994282245635986},{"id":"https://openalex.org/keywords/psychology","display_name":"Psychology","score":0.26323360204696655}],"concepts":[{"id":"https://openalex.org/C54170458","wikidata":"https://www.wikidata.org/wiki/Q663554","display_name":"Voxel","level":2,"score":0.659172534942627},{"id":"https://openalex.org/C81917197","wikidata":"https://www.wikidata.org/wiki/Q628760","display_name":"Selection (genetic algorithm)","level":2,"score":0.597282886505127},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.557249128818512},{"id":"https://openalex.org/C142853389","wikidata":"https://www.wikidata.org/wiki/Q744778","display_name":"Association (psychology)","level":2,"score":0.5554222464561462},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.4117623567581177},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.362332820892334},{"id":"https://openalex.org/C77088390","wikidata":"https://www.wikidata.org/wiki/Q8513","display_name":"Database","level":1,"score":0.3526431918144226},{"id":"https://openalex.org/C204321447","wikidata":"https://www.wikidata.org/wiki/Q30642","display_name":"Natural language processing","level":1,"score":0.32994282245635986},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.26323360204696655},{"id":"https://openalex.org/C542102704","wikidata":"https://www.wikidata.org/wiki/Q183257","display_name":"Psychotherapist","level":1,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.3233/978-1-61499-105-2-2210","is_oa":false,"landing_page_url":"https://doi.org/10.3233/978-1-61499-105-2-2210","pdf_url":null,"source":{"id":"https://openalex.org/S4210201731","display_name":"Frontiers in artificial intelligence and applications","issn_l":"0922-6389","issn":["0922-6389","1879-8314"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Frontiers in Artificial Intelligence and Applications","raw_type":"book-chapter"},{"id":"mag:2396945343","is_oa":false,"landing_page_url":"https://dblp.uni-trier.de/db/conf/kes/kes2012.html#ChavesRGS12","pdf_url":null,"source":{"id":"https://openalex.org/S4306517382","display_name":"KES","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"journal"},"license":null,"license_id":null,"version":null,"is_accepted":false,"is_published":null,"raw_source_name":"KES","raw_type":null}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":0,"referenced_works":[],"related_works":["https://openalex.org/W3027020613","https://openalex.org/W2016533837","https://openalex.org/W3167885074","https://openalex.org/W2892386716","https://openalex.org/W1998563493","https://openalex.org/W4306164210","https://openalex.org/W4313316311","https://openalex.org/W4362608745","https://openalex.org/W2383143032","https://openalex.org/W2082728368"],"abstract_inverted_index":{"This":[0],"work":[1],"presents":[2],"a":[3,18,96],"novel":[4],"feature":[5],"selection":[6],"method":[7],"for":[8,14],"Positron":[9],"Emission":[10],"Tomography":[11],"(PET)":[12],"images":[13],"the":[15,27,31,41,44,56,70,74],"development":[16],"of":[17,30,40,43,48,58,61,105],"computer":[19],"aided":[20],"diagnosis":[21],"(CAD)":[22],"system":[23],"aiming":[24],"to":[25,68,73],"improve":[26],"early":[28],"detection":[29],"Alzheimer&amp;rsquo;s":[32],"Disease":[33],"(AD).":[34],"Voxels":[35],"are":[36,53,77],"selected":[37],"by":[38,63,94],"means":[39],"combination":[42],"antecedents":[45],"and":[46],"consequents":[47],"Association":[49],"Rules":[50],"(ARs)":[51],"which":[52],"mined":[54],"from":[55],"Regions":[57],"Interest":[59],"(ROIs)":[60],"controls":[62],"Apriori":[64],"algorithm.":[65],"In":[66],"order":[67],"reduce":[69],"input":[71],"space":[72],"classifier,":[75],"features":[76],"extracted":[78],"using":[79,95],"Principal":[80],"Component":[81],"Analysis":[82],"(PCA)":[83],"or":[84],"Partial":[85],"Least":[86],"Squares":[87],"(PLS)":[88],"techniques.":[89],"Finally,":[90],"classification":[91],"is":[92],"performed":[93],"kernel":[97],"Support":[98],"Vector":[99],"Machine":[100],"(SVM)":[101],"reaching":[102],"accuracy":[103],"rates":[104],"90%":[106],"outperforming":[107],"other":[108],"reported":[109],"methods.":[110]},"counts_by_year":[],"updated_date":"2026-05-21T06:26:12.895304","created_date":"2025-10-10T00:00:00"}
