{"id":"https://openalex.org/W4255796573","doi":"https://doi.org/10.1109/icpr.2004.1334642","title":"A new method for quantification of age-related brain changes","display_name":"A new method for quantification of age-related brain changes","publication_year":2004,"publication_date":"2004-01-01","ids":{"openalex":"https://openalex.org/W4255796573","doi":"https://doi.org/10.1109/icpr.2004.1334642"},"language":"en","primary_location":{"id":"doi:10.1109/icpr.2004.1334642","is_oa":false,"landing_page_url":"https://doi.org/10.1109/icpr.2004.1334642","pdf_url":null,"source":{"id":"https://openalex.org/S4363608750","display_name":"Proceedings of the 17th International Conference on Pattern Recognition, 2004. ICPR 2004.","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":"conference"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 17th International Conference on Pattern Recognition, 2004. ICPR 2004.","raw_type":"proceedings-article"},"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/A5032033296","display_name":"Vassili Kovalev","orcid":"https://orcid.org/0000-0002-8154-5875"},"institutions":[{"id":"https://openalex.org/I28290843","display_name":"University of Surrey","ror":"https://ror.org/00ks66431","country_code":"GB","type":"education","lineage":["https://openalex.org/I28290843"]},{"id":"https://openalex.org/I4210105192","display_name":"United Institute of Informatics Problems","ror":"https://ror.org/01ccbsb07","country_code":"BY","type":"facility","lineage":["https://openalex.org/I151823869","https://openalex.org/I4210105192","https://openalex.org/I4210116091"]}],"countries":["BY","GB"],"is_corresponding":false,"raw_author_name":"V.A. Kovalev","raw_affiliation_strings":["Centre for Vision Speech and Signal Processing, University of Surrey, Guildford, UK","United Institute of Informatics Problems, Minsk, Belarus"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Centre for Vision Speech and Signal Processing, University of Surrey, Guildford, UK","institution_ids":["https://openalex.org/I28290843"]},{"raw_affiliation_string":"United Institute of Informatics Problems, Minsk, Belarus","institution_ids":["https://openalex.org/I4210105192"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5035664404","display_name":"F. Kruggel","orcid":null},"institutions":[{"id":"https://openalex.org/I4210130445","display_name":"Max Planck Institute for Human Cognitive and Brain Sciences","ror":"https://ror.org/0387jng26","country_code":"DE","type":"facility","lineage":["https://openalex.org/I149899117","https://openalex.org/I4210130445"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"F. Kruggel","raw_affiliation_strings":["Max-Planck Institute of Cognitive Neuroscience, Leipzig, Germany"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Max-Planck Institute of Cognitive Neuroscience, Leipzig, Germany","institution_ids":["https://openalex.org/I4210130445"]}]}],"institutions":[],"countries_distinct_count":3,"institutions_distinct_count":3,"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":0.31539483,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":"6","issue":null,"first_page":"770","last_page":"773 Vol.3"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10052","display_name":"Medical Image Segmentation Techniques","score":0.9993000030517578,"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/T10052","display_name":"Medical Image Segmentation Techniques","score":0.9993000030517578,"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/T12422","display_name":"Radiomics and Machine Learning in Medical Imaging","score":0.9976000189781189,"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"}},{"id":"https://openalex.org/T11304","display_name":"Advanced Neuroimaging Techniques and Applications","score":0.9854000210762024,"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/coronal-plane","display_name":"Coronal plane","score":0.6278524994850159},{"id":"https://openalex.org/keywords/neuroimaging","display_name":"Neuroimaging","score":0.48234838247299194},{"id":"https://openalex.org/keywords/statistical-analysis","display_name":"Statistical analysis","score":0.4657403230667114},{"id":"https://openalex.org/keywords/cerebrum","display_name":"Cerebrum","score":0.448002427816391},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.4325176775455475},{"id":"https://openalex.org/keywords/human-brain","display_name":"Human brain","score":0.41155770421028137},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.35782498121261597},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.3110523223876953},{"id":"https://openalex.org/keywords/medicine","display_name":"Medicine","score":0.2427617907524109},{"id":"https://openalex.org/keywords/neuroscience","display_name":"Neuroscience","score":0.22832033038139343},{"id":"https://openalex.org/keywords/anatomy","display_name":"Anatomy","score":0.21617308259010315},{"id":"https://openalex.org/keywords/psychology","display_name":"Psychology","score":0.20298683643341064},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.18855425715446472},{"id":"https://openalex.org/keywords/statistics","display_name":"Statistics","score":0.1016685962677002},{"id":"https://openalex.org/keywords/central-nervous-system","display_name":"Central nervous system","score":0.09121957421302795}],"concepts":[{"id":"https://openalex.org/C13483470","wikidata":"https://www.wikidata.org/wiki/Q1470152","display_name":"Coronal plane","level":2,"score":0.6278524994850159},{"id":"https://openalex.org/C58693492","wikidata":"https://www.wikidata.org/wiki/Q551875","display_name":"Neuroimaging","level":2,"score":0.48234838247299194},{"id":"https://openalex.org/C2986587452","wikidata":"https://www.wikidata.org/wiki/Q938438","display_name":"Statistical analysis","level":2,"score":0.4657403230667114},{"id":"https://openalex.org/C533869091","wikidata":"https://www.wikidata.org/wiki/Q75855","display_name":"Cerebrum","level":3,"score":0.448002427816391},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.4325176775455475},{"id":"https://openalex.org/C2777670902","wikidata":"https://www.wikidata.org/wiki/Q492038","display_name":"Human brain","level":2,"score":0.41155770421028137},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.35782498121261597},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.3110523223876953},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.2427617907524109},{"id":"https://openalex.org/C169760540","wikidata":"https://www.wikidata.org/wiki/Q207011","display_name":"Neuroscience","level":1,"score":0.22832033038139343},{"id":"https://openalex.org/C105702510","wikidata":"https://www.wikidata.org/wiki/Q514","display_name":"Anatomy","level":1,"score":0.21617308259010315},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.20298683643341064},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.18855425715446472},{"id":"https://openalex.org/C105795698","wikidata":"https://www.wikidata.org/wiki/Q12483","display_name":"Statistics","level":1,"score":0.1016685962677002},{"id":"https://openalex.org/C529278444","wikidata":"https://www.wikidata.org/wiki/Q47273","display_name":"Central nervous system","level":2,"score":0.09121957421302795}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/icpr.2004.1334642","is_oa":false,"landing_page_url":"https://doi.org/10.1109/icpr.2004.1334642","pdf_url":null,"source":{"id":"https://openalex.org/S4363608750","display_name":"Proceedings of the 17th International Conference on Pattern Recognition, 2004. ICPR 2004.","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":"conference"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 17th International Conference on Pattern Recognition, 2004. ICPR 2004.","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[{"id":"https://openalex.org/F4320322434","display_name":"Max-Planck-Gesellschaft","ror":"https://ror.org/01hhn8329"}],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":8,"referenced_works":["https://openalex.org/W1984564555","https://openalex.org/W2121044470","https://openalex.org/W2141116771","https://openalex.org/W2141526225","https://openalex.org/W2142806946","https://openalex.org/W2154433919","https://openalex.org/W2482983928","https://openalex.org/W6678230397"],"related_works":["https://openalex.org/W4298393804","https://openalex.org/W2374475973","https://openalex.org/W2373623138","https://openalex.org/W1975501457","https://openalex.org/W2358966148","https://openalex.org/W2372100425","https://openalex.org/W4247386429","https://openalex.org/W4284887224","https://openalex.org/W2085797056","https://openalex.org/W2325164235"],"abstract_inverted_index":{"A":[0],"new":[1],"method":[2,12],"is":[3,135],"proposed":[4],"for":[5,139],"quantification":[6],"of":[7,26,44,47,110,148],"age-related":[8,141],"brain":[9,27,42,71,101,112],"changes.":[10],"The":[11,62],"includes":[13],"calculating":[14],"3D":[15,127],"volumetric":[16],"texture":[17,128],"descriptors,":[18],"extracting":[19],"principal":[20],"components,":[21],"and":[22,59,88],"assessing":[23],"the":[24,77,80,84,111,121,144,149],"significance":[25],"changes":[28,34,142],"using":[29,37],"multivariate":[30],"analysis":[31,97,129],"techniques.":[32],"Structural":[33],"were":[35],"evaluated":[36],"high":[38],"resolution":[39],"anatomical":[40,145],"MRI-TI":[41],"images":[43,147],"a":[45,117,136],"group":[46],"152":[48],"healthy":[49],"subjects":[50],"aged":[51],"from":[52,93],"18":[53],"to":[54,68],"70":[55],"years":[56],"(76":[57],"males":[58],"76":[60],"females).":[61],"Talairach":[63],"parcellation":[64],"system":[65],"was":[66],"applied":[67],"study":[69],"normal":[70],"aging":[72],"on":[73],"four":[74],"scale":[75,107],"levels:":[76],"whole":[78],"cerebrum,":[79],"nine":[81],"coronal":[82],"sections,":[83,87],"twelve":[85],"axial":[86],"108":[89],"box-shaped":[90],"sections":[91],"resulting":[92],"both":[94],"subdivisions.":[95],"Statistical":[96],"has":[98],"revealed":[99],"significant":[100],"deteriorations":[102],"with":[103,116],"age":[104],"at":[105],"different":[106],"levels.":[108],"Most":[109],"regions":[113],"are":[114],"affected":[115],"slight":[118],"predominance":[119],"in":[120,143],"frontal":[122],"lobes.":[123],"We":[124],"concluded":[125],"that":[126],"followed":[130],"by":[131],"statistical":[132],"evaluation":[133],"procedures":[134],"robust":[137],"technique":[138],"detecting":[140],"MR":[146],"human":[150],"brain.":[151]},"counts_by_year":[],"updated_date":"2026-07-29T14:22:42.915294","created_date":"2025-10-10T00:00:00"}