{"id":"https://openalex.org/W2060007274","doi":"https://doi.org/10.1109/siu.2013.6531433","title":"Desiccation detection from lumbar MR images","display_name":"Desiccation detection from lumbar MR images","publication_year":2013,"publication_date":"2013-04-01","ids":{"openalex":"https://openalex.org/W2060007274","doi":"https://doi.org/10.1109/siu.2013.6531433","mag":"2060007274"},"language":"en","primary_location":{"id":"doi:10.1109/siu.2013.6531433","is_oa":false,"landing_page_url":"https://doi.org/10.1109/siu.2013.6531433","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2013 21st Signal Processing and Communications Applications Conference (SIU)","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/A5089187102","display_name":"Ay\u015fe Bet\u00fcl Oktay","orcid":"https://orcid.org/0000-0003-0827-173X"},"institutions":[{"id":"https://openalex.org/I57913696","display_name":"Istanbul Medeniyet University","ror":"https://ror.org/05j1qpr59","country_code":"TR","type":"education","lineage":["https://openalex.org/I57913696"]}],"countries":["TR"],"is_corresponding":false,"raw_author_name":"A. B. Oktay","raw_affiliation_strings":["Bilgisayar M\u00fchendisli\u011fi B\u00f6l\u00fcm\u00fc, \u0130stanbul Medeniyet \u00dcniversitesi, Istanbul, Turkey","Bilgisayar Muhendisligi Bolumu, Istanbul Medeniyet Univ., Istanbul, Turkey"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Bilgisayar M\u00fchendisli\u011fi B\u00f6l\u00fcm\u00fc, \u0130stanbul Medeniyet \u00dcniversitesi, Istanbul, Turkey","institution_ids":["https://openalex.org/I57913696"]},{"raw_affiliation_string":"Bilgisayar Muhendisligi Bolumu, Istanbul Medeniyet Univ., Istanbul, Turkey","institution_ids":["https://openalex.org/I57913696"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5059271468","display_name":"Nur Banu Albayrak","orcid":"https://orcid.org/0000-0003-0577-6636"},"institutions":[{"id":"https://openalex.org/I4210124062","display_name":"T\u00fcbitak National Metrology Institute","ror":"https://ror.org/02zcjdk53","country_code":"TR","type":"facility","lineage":["https://openalex.org/I4210124062"]}],"countries":["TR"],"is_corresponding":false,"raw_author_name":"N. B. Albayrak","raw_affiliation_strings":["Bilgisayar M\u00fchendisli\u011fi B\u00f6l\u00fcm\u00fc, Gebze Y\u00fcksek Teknoloji Enstit\u00fcs\u00fc, Kocaeli, Turkey","GIT Vision Lab., Gebze Yuksek Teknoloji Enstitusu, Kocaeli, Turkey"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Bilgisayar M\u00fchendisli\u011fi B\u00f6l\u00fcm\u00fc, Gebze Y\u00fcksek Teknoloji Enstit\u00fcs\u00fc, Kocaeli, Turkey","institution_ids":["https://openalex.org/I4210124062"]},{"raw_affiliation_string":"GIT Vision Lab., Gebze Yuksek Teknoloji Enstitusu, Kocaeli, Turkey","institution_ids":["https://openalex.org/I4210124062"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5076768060","display_name":"Yusuf Sinan Akg\u00fcl","orcid":"https://orcid.org/0000-0001-8501-4812"},"institutions":[{"id":"https://openalex.org/I4210124062","display_name":"T\u00fcbitak National Metrology Institute","ror":"https://ror.org/02zcjdk53","country_code":"TR","type":"facility","lineage":["https://openalex.org/I4210124062"]}],"countries":["TR"],"is_corresponding":false,"raw_author_name":"Y. S. Akgul","raw_affiliation_strings":["Bilgisayar M\u00fchendisli\u011fi B\u00f6l\u00fcm\u00fc, Gebze Y\u00fcksek Teknoloji Enstit\u00fcs\u00fc, Kocaeli, Turkey","GIT Vision Lab., Gebze Yuksek Teknoloji Enstitusu, Kocaeli, Turkey"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Bilgisayar M\u00fchendisli\u011fi B\u00f6l\u00fcm\u00fc, Gebze Y\u00fcksek Teknoloji Enstit\u00fcs\u00fc, Kocaeli, Turkey","institution_ids":["https://openalex.org/I4210124062"]},{"raw_affiliation_string":"GIT Vision Lab., Gebze Yuksek Teknoloji Enstitusu, Kocaeli, Turkey","institution_ids":["https://openalex.org/I4210124062"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":0.2052,"has_fulltext":false,"cited_by_count":1,"citation_normalized_percentile":{"value":0.58320933,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":94},"biblio":{"volume":"26","issue":null,"first_page":"1","last_page":"4"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T14510","display_name":"Medical Imaging and Analysis","score":1.0,"subfield":{"id":"https://openalex.org/subfields/2204","display_name":"Biomedical Engineering"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},"topics":[{"id":"https://openalex.org/T14510","display_name":"Medical Imaging and Analysis","score":1.0,"subfield":{"id":"https://openalex.org/subfields/2204","display_name":"Biomedical Engineering"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T10238","display_name":"Spine and Intervertebral Disc Pathology","score":0.9947999715805054,"subfield":{"id":"https://openalex.org/subfields/2734","display_name":"Pathology and Forensic Medicine"},"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/T11363","display_name":"Dental Radiography and Imaging","score":0.95169997215271,"subfield":{"id":"https://openalex.org/subfields/3504","display_name":"Oral Surgery"},"field":{"id":"https://openalex.org/fields/35","display_name":"Dentistry"},"domain":{"id":"https://openalex.org/domains/4","display_name":"Health Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/lumbar","display_name":"Lumbar","score":0.7505068778991699},{"id":"https://openalex.org/keywords/local-binary-patterns","display_name":"Local binary patterns","score":0.6391907930374146},{"id":"https://openalex.org/keywords/desiccation","display_name":"Desiccation","score":0.5725897550582886},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.5171384215354919},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.4570773243904114},{"id":"https://openalex.org/keywords/texture","display_name":"Texture (cosmology)","score":0.4405063986778259},{"id":"https://openalex.org/keywords/magnetic-resonance-imaging","display_name":"Magnetic resonance imaging","score":0.41666290163993835},{"id":"https://openalex.org/keywords/computer-vision","display_name":"Computer vision","score":0.33566978573799133},{"id":"https://openalex.org/keywords/anatomy","display_name":"Anatomy","score":0.2538541555404663},{"id":"https://openalex.org/keywords/radiology","display_name":"Radiology","score":0.24243709444999695},{"id":"https://openalex.org/keywords/histogram","display_name":"Histogram","score":0.23501646518707275},{"id":"https://openalex.org/keywords/medicine","display_name":"Medicine","score":0.22918644547462463},{"id":"https://openalex.org/keywords/biology","display_name":"Biology","score":0.158279687166214},{"id":"https://openalex.org/keywords/image","display_name":"Image (mathematics)","score":0.1367368996143341}],"concepts":[{"id":"https://openalex.org/C44575665","wikidata":"https://www.wikidata.org/wiki/Q1293405","display_name":"Lumbar","level":2,"score":0.7505068778991699},{"id":"https://openalex.org/C87335442","wikidata":"https://www.wikidata.org/wiki/Q2494345","display_name":"Local binary patterns","level":4,"score":0.6391907930374146},{"id":"https://openalex.org/C50402729","wikidata":"https://www.wikidata.org/wiki/Q903071","display_name":"Desiccation","level":2,"score":0.5725897550582886},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.5171384215354919},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.4570773243904114},{"id":"https://openalex.org/C2781195486","wikidata":"https://www.wikidata.org/wiki/Q289436","display_name":"Texture (cosmology)","level":3,"score":0.4405063986778259},{"id":"https://openalex.org/C143409427","wikidata":"https://www.wikidata.org/wiki/Q161238","display_name":"Magnetic resonance imaging","level":2,"score":0.41666290163993835},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.33566978573799133},{"id":"https://openalex.org/C105702510","wikidata":"https://www.wikidata.org/wiki/Q514","display_name":"Anatomy","level":1,"score":0.2538541555404663},{"id":"https://openalex.org/C126838900","wikidata":"https://www.wikidata.org/wiki/Q77604","display_name":"Radiology","level":1,"score":0.24243709444999695},{"id":"https://openalex.org/C53533937","wikidata":"https://www.wikidata.org/wiki/Q185020","display_name":"Histogram","level":3,"score":0.23501646518707275},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.22918644547462463},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.158279687166214},{"id":"https://openalex.org/C115961682","wikidata":"https://www.wikidata.org/wiki/Q860623","display_name":"Image (mathematics)","level":2,"score":0.1367368996143341},{"id":"https://openalex.org/C59822182","wikidata":"https://www.wikidata.org/wiki/Q441","display_name":"Botany","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/siu.2013.6531433","is_oa":false,"landing_page_url":"https://doi.org/10.1109/siu.2013.6531433","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2013 21st Signal Processing and Communications Applications Conference (SIU)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/15","score":0.7099999785423279,"display_name":"Life in Land"}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":16,"referenced_works":["https://openalex.org/W13637491","https://openalex.org/W174178946","https://openalex.org/W1530395742","https://openalex.org/W1950915640","https://openalex.org/W1966188170","https://openalex.org/W1998825315","https://openalex.org/W2027451143","https://openalex.org/W2060177229","https://openalex.org/W2092416145","https://openalex.org/W2097290407","https://openalex.org/W2156011037","https://openalex.org/W2163808566","https://openalex.org/W2168889001","https://openalex.org/W2911964244","https://openalex.org/W6600537290","https://openalex.org/W6607091300"],"related_works":["https://openalex.org/W2104540829","https://openalex.org/W2092036953","https://openalex.org/W2055219403","https://openalex.org/W2791313072","https://openalex.org/W3166997759","https://openalex.org/W2904818442","https://openalex.org/W1988115833","https://openalex.org/W2184464653","https://openalex.org/W4390951317","https://openalex.org/W2123362954"],"abstract_inverted_index":{"Desiccation":[0],"is":[1,25,99,116],"the":[2,6,9,34,60,85,114],"drying":[3],"out":[4],"of":[5,113],"fluids":[7],"in":[8,30],"lumbar":[10,53,61,86],"intervertebral":[11,54],"discs":[12,36,55,62],"and":[13,66,74,92,101,118],"it":[14],"may":[15],"cause":[16],"many":[17],"health":[18],"problems.":[19],"In":[20,42],"clinical":[21],"practice,":[22],"MR":[23,32,57,108],"imaging":[24],"used":[26,73],"for":[27,49],"diagnosis":[28],"because":[29],"T2-weighted":[31],"images":[33],"desiccated":[35,52],"are":[37,63,72,77,90,120],"darker":[38],"than":[39],"non-desiccated":[40],"discs.":[41,87],"this":[43],"study,":[44],"we":[45],"present":[46],"a":[47,104],"method":[48,98,115],"automatically":[50,64],"detecting":[51],"from":[56,84],"images.":[58,109],"First,":[59],"localized":[65],"labeled.":[67],"Then,":[68],"raw":[69],"intensity":[70],"features":[71,76,89],"texture":[75],"extracted":[78],"with":[79],"local":[80],"binary":[81],"patterns":[82],"technique":[83],"The":[88,97,110],"trained":[91],"tested":[93,100],"by":[94],"random":[95],"forests.":[96],"validated":[102],"on":[103],"dataset":[105],"containing":[106],"80":[107],"classification":[111],"accuracy":[112],"%88.54":[117],"results":[119],"promising.":[121]},"counts_by_year":[{"year":2014,"cited_by_count":1}],"updated_date":"2026-06-11T09:08:48.828518","created_date":"2025-10-10T00:00:00"}