{"id":"https://openalex.org/W2124062510","doi":"https://doi.org/10.1109/icip.2005.1530292","title":"A classification approach for anatomical regions segmentation","display_name":"A classification approach for anatomical regions segmentation","publication_year":2005,"publication_date":"2005-01-01","ids":{"openalex":"https://openalex.org/W2124062510","doi":"https://doi.org/10.1109/icip.2005.1530292","mag":"2124062510"},"language":"en","primary_location":{"id":"doi:10.1109/icip.2005.1530292","is_oa":false,"landing_page_url":"https://doi.org/10.1109/icip.2005.1530292","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE International Conference on Image Processing 2005","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/A5058802346","display_name":"Maxim Kalinin","orcid":"https://orcid.org/0000-0002-9732-0099"},"institutions":[{"id":"https://openalex.org/I118353179","display_name":"DePaul University","ror":"https://ror.org/04xtx5t16","country_code":"US","type":"education","lineage":["https://openalex.org/I118353179"]}],"countries":["US"],"is_corresponding":true,"raw_author_name":"M. Kalinin","raw_affiliation_strings":["Intelligent Multimedia Processing Laboratory, School of Computer Science, Telecommunications and Information Systems, De Paul University, IL, USA"],"affiliations":[{"raw_affiliation_string":"Intelligent Multimedia Processing Laboratory, School of Computer Science, Telecommunications and Information Systems, De Paul University, IL, USA","institution_ids":["https://openalex.org/I118353179"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5005267835","display_name":"Daniela Raicu","orcid":"https://orcid.org/0000-0002-2165-7234"},"institutions":[{"id":"https://openalex.org/I118353179","display_name":"DePaul University","ror":"https://ror.org/04xtx5t16","country_code":"US","type":"education","lineage":["https://openalex.org/I118353179"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"D.S. Raicu","raw_affiliation_strings":["Intelligent Multimedia Processing Laboratory, School of Computer Science, Telecommunications and Information Systems, De Paul University, IL, USA"],"affiliations":[{"raw_affiliation_string":"Intelligent Multimedia Processing Laboratory, School of Computer Science, Telecommunications and Information Systems, De Paul University, IL, USA","institution_ids":["https://openalex.org/I118353179"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5001027068","display_name":"Jacob Furst","orcid":null},"institutions":[{"id":"https://openalex.org/I118353179","display_name":"DePaul University","ror":"https://ror.org/04xtx5t16","country_code":"US","type":"education","lineage":["https://openalex.org/I118353179"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"J.D. Furst","raw_affiliation_strings":["Intelligent Multimedia Processing Laboratory, School of Computer Science, Telecommunications and Information Systems, De Paul University, IL, USA"],"affiliations":[{"raw_affiliation_string":"Intelligent Multimedia Processing Laboratory, School of Computer Science, Telecommunications and Information Systems, De Paul University, IL, USA","institution_ids":["https://openalex.org/I118353179"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5064566560","display_name":"David S. Channin","orcid":"https://orcid.org/0000-0002-3064-6270"},"institutions":[{"id":"https://openalex.org/I111979921","display_name":"Northwestern University","ror":"https://ror.org/000e0be47","country_code":"US","type":"education","lineage":["https://openalex.org/I111979921"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"D.S. Channin","raw_affiliation_strings":["Department of Radiology, Medical School, Northwestern University, Chicago, IL, USA"],"affiliations":[{"raw_affiliation_string":"Department of Radiology, Medical School, Northwestern University, Chicago, IL, USA","institution_ids":["https://openalex.org/I111979921"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5058802346"],"corresponding_institution_ids":["https://openalex.org/I118353179"],"apc_list":null,"apc_paid":null,"fwci":2.9374,"has_fulltext":false,"cited_by_count":22,"citation_normalized_percentile":{"value":0.9191473,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":89,"max":98},"biblio":{"volume":null,"issue":null,"first_page":"II","last_page":"1262"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10052","display_name":"Medical Image Segmentation Techniques","score":0.9991999864578247,"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":0.9991999864578247,"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/T12386","display_name":"Advanced X-ray and CT Imaging","score":0.9932000041007996,"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/T12422","display_name":"Radiomics and Machine Learning in Medical Imaging","score":0.9907000064849854,"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/artificial-intelligence","display_name":"Artificial intelligence","score":0.7889350056648254},{"id":"https://openalex.org/keywords/segmentation","display_name":"Segmentation","score":0.7390267848968506},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.7180693745613098},{"id":"https://openalex.org/keywords/classifier","display_name":"Classifier (UML)","score":0.7076069712638855},{"id":"https://openalex.org/keywords/pixel","display_name":"Pixel","score":0.6951383948326111},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6909522414207458},{"id":"https://openalex.org/keywords/image-segmentation","display_name":"Image segmentation","score":0.5568399429321289},{"id":"https://openalex.org/keywords/decision-tree","display_name":"Decision tree","score":0.541496217250824},{"id":"https://openalex.org/keywords/merge","display_name":"Merge (version control)","score":0.4853150248527527},{"id":"https://openalex.org/keywords/contextual-image-classification","display_name":"Contextual image classification","score":0.4196832776069641},{"id":"https://openalex.org/keywords/image-texture","display_name":"Image texture","score":0.41891372203826904},{"id":"https://openalex.org/keywords/computer-vision","display_name":"Computer vision","score":0.4142322540283203},{"id":"https://openalex.org/keywords/image","display_name":"Image (mathematics)","score":0.18574529886245728}],"concepts":[{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.7889350056648254},{"id":"https://openalex.org/C89600930","wikidata":"https://www.wikidata.org/wiki/Q1423946","display_name":"Segmentation","level":2,"score":0.7390267848968506},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.7180693745613098},{"id":"https://openalex.org/C95623464","wikidata":"https://www.wikidata.org/wiki/Q1096149","display_name":"Classifier (UML)","level":2,"score":0.7076069712638855},{"id":"https://openalex.org/C160633673","wikidata":"https://www.wikidata.org/wiki/Q355198","display_name":"Pixel","level":2,"score":0.6951383948326111},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6909522414207458},{"id":"https://openalex.org/C124504099","wikidata":"https://www.wikidata.org/wiki/Q56933","display_name":"Image segmentation","level":3,"score":0.5568399429321289},{"id":"https://openalex.org/C84525736","wikidata":"https://www.wikidata.org/wiki/Q831366","display_name":"Decision tree","level":2,"score":0.541496217250824},{"id":"https://openalex.org/C197129107","wikidata":"https://www.wikidata.org/wiki/Q1921621","display_name":"Merge (version control)","level":2,"score":0.4853150248527527},{"id":"https://openalex.org/C75294576","wikidata":"https://www.wikidata.org/wiki/Q5165192","display_name":"Contextual image classification","level":3,"score":0.4196832776069641},{"id":"https://openalex.org/C63099799","wikidata":"https://www.wikidata.org/wiki/Q17147001","display_name":"Image texture","level":4,"score":0.41891372203826904},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.4142322540283203},{"id":"https://openalex.org/C115961682","wikidata":"https://www.wikidata.org/wiki/Q860623","display_name":"Image (mathematics)","level":2,"score":0.18574529886245728},{"id":"https://openalex.org/C23123220","wikidata":"https://www.wikidata.org/wiki/Q816826","display_name":"Information retrieval","level":1,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1109/icip.2005.1530292","is_oa":false,"landing_page_url":"https://doi.org/10.1109/icip.2005.1530292","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE International Conference on Image Processing 2005","raw_type":"proceedings-article"},{"id":"pmh:oai:CiteSeerX.psu:10.1.1.58.7665","is_oa":false,"landing_page_url":"http://citeseerx.ist.psu.edu/viewdoc/summary?doi=10.1.1.58.7665","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"http://facweb.cs.depaul.edu/research/vc/publications/ICIPraicu01_10_05.pdf","raw_type":"text"}],"best_oa_location":null,"sustainable_development_goals":[{"score":0.6700000166893005,"display_name":"Peace, Justice and strong institutions","id":"https://metadata.un.org/sdg/16"}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":11,"referenced_works":["https://openalex.org/W101800083","https://openalex.org/W1974684941","https://openalex.org/W2044465660","https://openalex.org/W2049694710","https://openalex.org/W2096579040","https://openalex.org/W2098478186","https://openalex.org/W2100860054","https://openalex.org/W2104095591","https://openalex.org/W2113424553","https://openalex.org/W2122059990","https://openalex.org/W2148253699"],"related_works":["https://openalex.org/W4360784979","https://openalex.org/W3017192027","https://openalex.org/W2204605857","https://openalex.org/W1996489018","https://openalex.org/W2120981610","https://openalex.org/W2007664797","https://openalex.org/W3129669851","https://openalex.org/W2360759360","https://openalex.org/W2065064759","https://openalex.org/W3196005494"],"abstract_inverted_index":{"In":[0],"this":[1],"paper,":[2],"a":[3,36,53,79],"supervised":[4],"pixel-based":[5],"classifier":[6,29,56],"approach":[7,22,113],"for":[8,44,89,127,133,142],"segmenting":[9],"different":[10,97,118],"anatomical":[11,32,98],"regions":[12,33,99],"in":[13],"abdominal":[14],"computed":[15],"tomography":[16],"(CT)":[17],"studies":[18,145],"is":[19,42,57,84,108],"presented.":[20,147],"The":[21],"consists":[23],"of":[24,38,66,75,81,91,96],"three":[25],"steps:":[26],"texture":[27,40,61],"extraction,":[28],"creation,":[30],"and":[31,63,94,135],"identification.":[34],"First,":[35],"set":[37,80],"co-occurrence":[39],"descriptors":[41,62],"calculated":[43],"each":[45],"pixel":[46],"from":[47],"the":[48,60,64,67,73,76,111],"image":[49],"data":[50],"sample;":[51],"second,":[52],"decision":[54,82],"tree":[55],"built":[58],"using":[59],"names":[65],"tissues":[68],"as":[69],"class":[70],"labels.":[71],"At":[72],"conclusion":[74],"classification":[77,90],"process,":[78],"rules":[83],"generated":[85],"to":[86],"be":[87],"used":[88],"new":[92],"pixels":[93,103],"identification":[95],"by":[100,122],"joining":[101],"adjacent":[102],"with":[104],"similar":[105],"classifications.":[106],"It":[107],"expected":[109],"that":[110],"proposed":[112],"will":[114],"also":[115],"help":[116],"automate":[117],"semi-automatic":[119],"segmentation":[120,137],"techniques":[121],"providing":[123],"initial":[124],"boundary":[125],"points":[126,132],"deformable":[128],"models":[129],"or":[130],"seed":[131],"split":[134],"merge":[136],"algorithms.":[138],"Preliminary":[139],"results":[140],"obtained":[141],"normal":[143],"CT":[144],"are":[146]},"counts_by_year":[{"year":2021,"cited_by_count":6},{"year":2014,"cited_by_count":1}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
