{"id":"https://openalex.org/W2025005736","doi":"https://doi.org/10.1109/isbi.2012.6235618","title":"Using local binary pattern to classify dementia in MRI","display_name":"Using local binary pattern to classify dementia in MRI","publication_year":2012,"publication_date":"2012-05-01","ids":{"openalex":"https://openalex.org/W2025005736","doi":"https://doi.org/10.1109/isbi.2012.6235618","mag":"2025005736"},"language":"en","primary_location":{"id":"doi:10.1109/isbi.2012.6235618","is_oa":false,"landing_page_url":"https://doi.org/10.1109/isbi.2012.6235618","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2012 9th IEEE International Symposium on Biomedical Imaging (ISBI)","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/A5045408061","display_name":"Ketil Oppedal","orcid":"https://orcid.org/0000-0002-8981-331X"},"institutions":[{"id":"https://openalex.org/I2800132241","display_name":"Stavanger University Hospital","ror":"https://ror.org/04zn72g03","country_code":"NO","type":"healthcare","lineage":["https://openalex.org/I2800132241"]},{"id":"https://openalex.org/I92008406","display_name":"University of Stavanger","ror":"https://ror.org/02qte9q33","country_code":"NO","type":"education","lineage":["https://openalex.org/I92008406"]}],"countries":["NO"],"is_corresponding":true,"raw_author_name":"K. Oppedal","raw_affiliation_strings":["Centre for age-related medicine, Stavanger University Hospital, Stavanger, Norway","Department of Electrical Engineering and Computer Science, University of Stavanger, Stavanger, Norway"],"affiliations":[{"raw_affiliation_string":"Centre for age-related medicine, Stavanger University Hospital, Stavanger, Norway","institution_ids":["https://openalex.org/I2800132241"]},{"raw_affiliation_string":"Department of Electrical Engineering and Computer Science, University of Stavanger, Stavanger, Norway","institution_ids":["https://openalex.org/I92008406"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5068843545","display_name":"Kjersti Engan","orcid":"https://orcid.org/0000-0002-8970-0067"},"institutions":[{"id":"https://openalex.org/I92008406","display_name":"University of Stavanger","ror":"https://ror.org/02qte9q33","country_code":"NO","type":"education","lineage":["https://openalex.org/I92008406"]}],"countries":["NO"],"is_corresponding":false,"raw_author_name":"K. Engan","raw_affiliation_strings":["Department of Electrical Engineering and Computer Science, University of Stavanger, Stavanger, Norway"],"affiliations":[{"raw_affiliation_string":"Department of Electrical Engineering and Computer Science, University of Stavanger, Stavanger, Norway","institution_ids":["https://openalex.org/I92008406"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5051934606","display_name":"Dag Aarsland","orcid":"https://orcid.org/0000-0001-6314-216X"},"institutions":[{"id":"https://openalex.org/I2800132241","display_name":"Stavanger University Hospital","ror":"https://ror.org/04zn72g03","country_code":"NO","type":"healthcare","lineage":["https://openalex.org/I2800132241"]}],"countries":["NO"],"is_corresponding":false,"raw_author_name":"D. Aarsland","raw_affiliation_strings":["Centre for age-related medicine, Stavanger University Hospital, Stavanger, Norway"],"affiliations":[{"raw_affiliation_string":"Centre for age-related medicine, Stavanger University Hospital, Stavanger, Norway","institution_ids":["https://openalex.org/I2800132241"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5076974048","display_name":"Mona K. Beyer","orcid":null},"institutions":[{"id":"https://openalex.org/I2800132241","display_name":"Stavanger University Hospital","ror":"https://ror.org/04zn72g03","country_code":"NO","type":"healthcare","lineage":["https://openalex.org/I2800132241"]}],"countries":["NO"],"is_corresponding":false,"raw_author_name":"M. Beyer","raw_affiliation_strings":["Centre for age-related medicine, Stavanger University Hospital, Stavanger, Norway"],"affiliations":[{"raw_affiliation_string":"Centre for age-related medicine, Stavanger University Hospital, Stavanger, Norway","institution_ids":["https://openalex.org/I2800132241"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5037077001","display_name":"Ole\u2010Bj\u00f8rn Tysnes","orcid":"https://orcid.org/0000-0002-7230-6426"},"institutions":[{"id":"https://openalex.org/I2800740805","display_name":"Haukeland University Hospital","ror":"https://ror.org/03np4e098","country_code":"NO","type":"healthcare","lineage":["https://openalex.org/I2800740805"]}],"countries":["NO"],"is_corresponding":false,"raw_author_name":"O. B. Tysnes","raw_affiliation_strings":["Department of Neurology, Haukeland University Hospital, Bergen, Norway"],"affiliations":[{"raw_affiliation_string":"Department of Neurology, Haukeland University Hospital, Bergen, Norway","institution_ids":["https://openalex.org/I2800740805"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5033070399","display_name":"Trygve Eftest\u00f8l","orcid":null},"institutions":[{"id":"https://openalex.org/I92008406","display_name":"University of Stavanger","ror":"https://ror.org/02qte9q33","country_code":"NO","type":"education","lineage":["https://openalex.org/I92008406"]}],"countries":["NO"],"is_corresponding":false,"raw_author_name":"T. Eftestol","raw_affiliation_strings":["Department of Electrical Engineering and Computer Science, University of Stavanger, Stavanger, Norway"],"affiliations":[{"raw_affiliation_string":"Department of Electrical Engineering and Computer Science, University of Stavanger, Stavanger, Norway","institution_ids":["https://openalex.org/I92008406"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":6,"corresponding_author_ids":["https://openalex.org/A5045408061"],"corresponding_institution_ids":["https://openalex.org/I2800132241","https://openalex.org/I92008406"],"apc_list":null,"apc_paid":null,"fwci":2.1832,"has_fulltext":false,"cited_by_count":21,"citation_normalized_percentile":{"value":0.86581831,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":98},"biblio":{"volume":null,"issue":null,"first_page":null,"last_page":null},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11304","display_name":"Advanced Neuroimaging Techniques and Applications","score":0.9940999746322632,"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/T11304","display_name":"Advanced Neuroimaging Techniques and Applications","score":0.9940999746322632,"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/T10052","display_name":"Medical Image Segmentation Techniques","score":0.949400007724762,"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/T14144","display_name":"Neurological Disease Mechanisms and Treatments","score":0.9283999800682068,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/local-binary-patterns","display_name":"Local binary patterns","score":0.8745395541191101},{"id":"https://openalex.org/keywords/dementia","display_name":"Dementia","score":0.7361530065536499},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.6937167644500732},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.6388150453567505},{"id":"https://openalex.org/keywords/classifier","display_name":"Classifier (UML)","score":0.5636939406394958},{"id":"https://openalex.org/keywords/white-matter","display_name":"White matter","score":0.5297335982322693},{"id":"https://openalex.org/keywords/feature","display_name":"Feature (linguistics)","score":0.49761202931404114},{"id":"https://openalex.org/keywords/hyperintensity","display_name":"Hyperintensity","score":0.4827629625797272},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.469906747341156},{"id":"https://openalex.org/keywords/binary-classification","display_name":"Binary classification","score":0.418956458568573},{"id":"https://openalex.org/keywords/feature-extraction","display_name":"Feature extraction","score":0.41879671812057495},{"id":"https://openalex.org/keywords/magnetic-resonance-imaging","display_name":"Magnetic resonance imaging","score":0.29103127121925354},{"id":"https://openalex.org/keywords/medicine","display_name":"Medicine","score":0.2856643795967102},{"id":"https://openalex.org/keywords/pathology","display_name":"Pathology","score":0.22818419337272644},{"id":"https://openalex.org/keywords/histogram","display_name":"Histogram","score":0.19937041401863098},{"id":"https://openalex.org/keywords/support-vector-machine","display_name":"Support vector machine","score":0.13329380750656128},{"id":"https://openalex.org/keywords/radiology","display_name":"Radiology","score":0.11349070072174072},{"id":"https://openalex.org/keywords/image","display_name":"Image (mathematics)","score":0.07866951823234558},{"id":"https://openalex.org/keywords/disease","display_name":"Disease","score":0.055338263511657715}],"concepts":[{"id":"https://openalex.org/C87335442","wikidata":"https://www.wikidata.org/wiki/Q2494345","display_name":"Local binary patterns","level":4,"score":0.8745395541191101},{"id":"https://openalex.org/C2779483572","wikidata":"https://www.wikidata.org/wiki/Q83030","display_name":"Dementia","level":3,"score":0.7361530065536499},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.6937167644500732},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.6388150453567505},{"id":"https://openalex.org/C95623464","wikidata":"https://www.wikidata.org/wiki/Q1096149","display_name":"Classifier (UML)","level":2,"score":0.5636939406394958},{"id":"https://openalex.org/C2781192897","wikidata":"https://www.wikidata.org/wiki/Q822050","display_name":"White matter","level":3,"score":0.5297335982322693},{"id":"https://openalex.org/C2776401178","wikidata":"https://www.wikidata.org/wiki/Q12050496","display_name":"Feature (linguistics)","level":2,"score":0.49761202931404114},{"id":"https://openalex.org/C146638467","wikidata":"https://www.wikidata.org/wiki/Q10529587","display_name":"Hyperintensity","level":3,"score":0.4827629625797272},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.469906747341156},{"id":"https://openalex.org/C66905080","wikidata":"https://www.wikidata.org/wiki/Q17005494","display_name":"Binary classification","level":3,"score":0.418956458568573},{"id":"https://openalex.org/C52622490","wikidata":"https://www.wikidata.org/wiki/Q1026626","display_name":"Feature extraction","level":2,"score":0.41879671812057495},{"id":"https://openalex.org/C143409427","wikidata":"https://www.wikidata.org/wiki/Q161238","display_name":"Magnetic resonance imaging","level":2,"score":0.29103127121925354},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.2856643795967102},{"id":"https://openalex.org/C142724271","wikidata":"https://www.wikidata.org/wiki/Q7208","display_name":"Pathology","level":1,"score":0.22818419337272644},{"id":"https://openalex.org/C53533937","wikidata":"https://www.wikidata.org/wiki/Q185020","display_name":"Histogram","level":3,"score":0.19937041401863098},{"id":"https://openalex.org/C12267149","wikidata":"https://www.wikidata.org/wiki/Q282453","display_name":"Support vector machine","level":2,"score":0.13329380750656128},{"id":"https://openalex.org/C126838900","wikidata":"https://www.wikidata.org/wiki/Q77604","display_name":"Radiology","level":1,"score":0.11349070072174072},{"id":"https://openalex.org/C115961682","wikidata":"https://www.wikidata.org/wiki/Q860623","display_name":"Image (mathematics)","level":2,"score":0.07866951823234558},{"id":"https://openalex.org/C2779134260","wikidata":"https://www.wikidata.org/wiki/Q12136","display_name":"Disease","level":2,"score":0.055338263511657715},{"id":"https://openalex.org/C138885662","wikidata":"https://www.wikidata.org/wiki/Q5891","display_name":"Philosophy","level":0,"score":0.0},{"id":"https://openalex.org/C41895202","wikidata":"https://www.wikidata.org/wiki/Q8162","display_name":"Linguistics","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/isbi.2012.6235618","is_oa":false,"landing_page_url":"https://doi.org/10.1109/isbi.2012.6235618","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2012 9th IEEE International Symposium on Biomedical Imaging (ISBI)","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":10,"referenced_works":["https://openalex.org/W1866173756","https://openalex.org/W2003538816","https://openalex.org/W2039051707","https://openalex.org/W2050798093","https://openalex.org/W2089575713","https://openalex.org/W2092403915","https://openalex.org/W2108270603","https://openalex.org/W2126193388","https://openalex.org/W2154787098","https://openalex.org/W2171831801"],"related_works":["https://openalex.org/W2055219403","https://openalex.org/W2791313072","https://openalex.org/W3166997759","https://openalex.org/W2794489335","https://openalex.org/W2080437822","https://openalex.org/W3092209499","https://openalex.org/W2101112453","https://openalex.org/W4382934300","https://openalex.org/W2121061354","https://openalex.org/W4285388059"],"abstract_inverted_index":{"White":[0],"matter":[1],"lesions":[2],"(WML)":[3],"are":[4,90],"hyperintense":[5],"signals":[6],"in":[7,23,35,54,62,87,93],"T2-weighted":[8],"MRI":[9],"of":[10,17],"the":[11,63,83],"brain.":[12],"Volume":[13],"and":[14],"regional":[15],"distribution":[16],"WML":[18,64],"have":[19],"been":[20,30],"extensively":[21],"studied":[22],"dementia,":[24],"but":[25],"not":[26],"much":[27],"attention":[28,68],"has":[29],"given":[31],"to":[32,40,46,69],"texture":[33,60],"analysis":[34],"these":[36],"regions.":[37],"We":[38],"wanted":[39],"explore":[41],"if":[42],"it":[43],"is":[44],"possible":[45],"distinguish":[47],"patients":[48],"with":[49],"dementia":[50],"from":[51,101],"healthy":[52],"elderly":[53],"a":[55,70,94],"classification":[56],"framework":[57],"testing":[58],"different":[59],"features":[61,85,92],"regions,":[65],"paying":[66],"special":[67],"feature":[71],"called":[72],"Local":[73],"Binary":[74],"Pattern":[75],"(LBP).":[76],"The":[77],"results":[78],"presented":[79],"here,":[80],"indicates":[81],"that":[82],"LBP":[84],"used":[86],"our":[88],"experiment":[89],"powerful":[91],"maximum":[95],"likelihood":[96],"classifier,":[97],"when":[98],"classifying":[99],"demented":[100],"normal":[102],"controls.":[103]},"counts_by_year":[{"year":2022,"cited_by_count":2},{"year":2021,"cited_by_count":1},{"year":2020,"cited_by_count":1},{"year":2019,"cited_by_count":2},{"year":2018,"cited_by_count":1},{"year":2017,"cited_by_count":2},{"year":2016,"cited_by_count":3},{"year":2015,"cited_by_count":4},{"year":2014,"cited_by_count":1},{"year":2013,"cited_by_count":4}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
