{"id":"https://openalex.org/W1855262572","doi":"https://doi.org/10.1109/isbi.2002.1029256","title":"A monohierarchical multiaxial classification code for medical images in content-based retrieval","display_name":"A monohierarchical multiaxial classification code for medical images in content-based retrieval","publication_year":2003,"publication_date":"2003-06-25","ids":{"openalex":"https://openalex.org/W1855262572","doi":"https://doi.org/10.1109/isbi.2002.1029256","mag":"1855262572"},"language":"en","primary_location":{"id":"doi:10.1109/isbi.2002.1029256","is_oa":false,"landing_page_url":"https://doi.org/10.1109/isbi.2002.1029256","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings IEEE International Symposium on Biomedical Imaging","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/A5004153656","display_name":"Thomas Lehmann","orcid":"https://orcid.org/0000-0003-1104-7923"},"institutions":[{"id":"https://openalex.org/I887968799","display_name":"RWTH Aachen University","ror":"https://ror.org/04xfq0f34","country_code":"DE","type":"education","lineage":["https://openalex.org/I887968799"]}],"countries":["DE"],"is_corresponding":true,"raw_author_name":"T.M. Lehmann","raw_affiliation_strings":["Nstitute of Medical Informatics, RWTH Aachen University of Technology, Aachen, Germany"],"affiliations":[{"raw_affiliation_string":"Nstitute of Medical Informatics, RWTH Aachen University of Technology, Aachen, Germany","institution_ids":["https://openalex.org/I887968799"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5108571579","display_name":"B. Wein","orcid":null},"institutions":[{"id":"https://openalex.org/I887968799","display_name":"RWTH Aachen University","ror":"https://ror.org/04xfq0f34","country_code":"DE","type":"education","lineage":["https://openalex.org/I887968799"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"B.B. Wein","raw_affiliation_strings":["Department of Diagnostic Radiology, RWTH Aachen University of Technology, Aachen, Germany"],"affiliations":[{"raw_affiliation_string":"Department of Diagnostic Radiology, RWTH Aachen University of Technology, Aachen, Germany","institution_ids":["https://openalex.org/I887968799"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5066294527","display_name":"Daniel Keysers","orcid":"https://orcid.org/0000-0001-8765-475X"},"institutions":[{"id":"https://openalex.org/I887968799","display_name":"RWTH Aachen University","ror":"https://ror.org/04xfq0f34","country_code":"DE","type":"education","lineage":["https://openalex.org/I887968799"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"D. Keysers","raw_affiliation_strings":["Chair of Computer Science, RWTH Aachen University of Technology, Aachen, Germany"],"affiliations":[{"raw_affiliation_string":"Chair of Computer Science, RWTH Aachen University of Technology, Aachen, Germany","institution_ids":["https://openalex.org/I887968799"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5006237712","display_name":"Michael Kohnen","orcid":"https://orcid.org/0000-0002-0322-0602"},"institutions":[{"id":"https://openalex.org/I887968799","display_name":"RWTH Aachen University","ror":"https://ror.org/04xfq0f34","country_code":"DE","type":"education","lineage":["https://openalex.org/I887968799"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"M. Kohnen","raw_affiliation_strings":["Department of Diagnostic Radiology, RWTH Aachen University of Technology, Aachen, Germany"],"affiliations":[{"raw_affiliation_string":"Department of Diagnostic Radiology, RWTH Aachen University of Technology, Aachen, Germany","institution_ids":["https://openalex.org/I887968799"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5011476304","display_name":"Henning Schubert","orcid":null},"institutions":[{"id":"https://openalex.org/I887968799","display_name":"RWTH Aachen University","ror":"https://ror.org/04xfq0f34","country_code":"DE","type":"education","lineage":["https://openalex.org/I887968799"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"H. Schubert","raw_affiliation_strings":["Department of Diagnostic Radiology, RWTH Aachen University of Technology, Aachen, Germany"],"affiliations":[{"raw_affiliation_string":"Department of Diagnostic Radiology, RWTH Aachen University of Technology, Aachen, Germany","institution_ids":["https://openalex.org/I887968799"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":5,"corresponding_author_ids":["https://openalex.org/A5004153656"],"corresponding_institution_ids":["https://openalex.org/I887968799"],"apc_list":null,"apc_paid":null,"fwci":1.0767,"has_fulltext":false,"cited_by_count":14,"citation_normalized_percentile":{"value":0.77651406,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":96},"biblio":{"volume":"2185","issue":null,"first_page":"313","last_page":"316"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10824","display_name":"Image Retrieval and Classification Techniques","score":0.9998999834060669,"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/T10824","display_name":"Image Retrieval and Classification Techniques","score":0.9998999834060669,"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/T10627","display_name":"Advanced Image and Video Retrieval Techniques","score":0.9925000071525574,"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/T11710","display_name":"Biomedical Text Mining and Ontologies","score":0.9746000170707703,"subfield":{"id":"https://openalex.org/subfields/1312","display_name":"Molecular Biology"},"field":{"id":"https://openalex.org/fields/13","display_name":"Biochemistry, Genetics and Molecular Biology"},"domain":{"id":"https://openalex.org/domains/1","display_name":"Life Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7964702844619751},{"id":"https://openalex.org/keywords/image-retrieval","display_name":"Image retrieval","score":0.7597441673278809},{"id":"https://openalex.org/keywords/content-based-image-retrieval","display_name":"Content-based image retrieval","score":0.612601637840271},{"id":"https://openalex.org/keywords/modality","display_name":"Modality (human\u2013computer interaction)","score":0.602851390838623},{"id":"https://openalex.org/keywords/medical-imaging","display_name":"Medical imaging","score":0.6000020503997803},{"id":"https://openalex.org/keywords/code","display_name":"Code (set theory)","score":0.532696008682251},{"id":"https://openalex.org/keywords/image-processing","display_name":"Image processing","score":0.5263934135437012},{"id":"https://openalex.org/keywords/orientation","display_name":"Orientation (vector space)","score":0.5231029987335205},{"id":"https://openalex.org/keywords/a-priori-and-a-posteriori","display_name":"A priori and a posteriori","score":0.4978055953979492},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.49569857120513916},{"id":"https://openalex.org/keywords/focus","display_name":"Focus (optics)","score":0.45717766880989075},{"id":"https://openalex.org/keywords/information-retrieval","display_name":"Information retrieval","score":0.45500892400741577},{"id":"https://openalex.org/keywords/medical-diagnosis","display_name":"Medical diagnosis","score":0.4408690929412842},{"id":"https://openalex.org/keywords/image-texture","display_name":"Image texture","score":0.42472022771835327},{"id":"https://openalex.org/keywords/computer-vision","display_name":"Computer vision","score":0.4005306661128998},{"id":"https://openalex.org/keywords/image","display_name":"Image (mathematics)","score":0.38512712717056274},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.3494805097579956},{"id":"https://openalex.org/keywords/medicine","display_name":"Medicine","score":0.09400621056556702},{"id":"https://openalex.org/keywords/radiology","display_name":"Radiology","score":0.08895799517631531},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.07772001624107361}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7964702844619751},{"id":"https://openalex.org/C1667742","wikidata":"https://www.wikidata.org/wiki/Q10927554","display_name":"Image retrieval","level":3,"score":0.7597441673278809},{"id":"https://openalex.org/C2780052074","wikidata":"https://www.wikidata.org/wiki/Q1128648","display_name":"Content-based image retrieval","level":4,"score":0.612601637840271},{"id":"https://openalex.org/C2780226545","wikidata":"https://www.wikidata.org/wiki/Q6888030","display_name":"Modality (human\u2013computer interaction)","level":2,"score":0.602851390838623},{"id":"https://openalex.org/C31601959","wikidata":"https://www.wikidata.org/wiki/Q931309","display_name":"Medical imaging","level":2,"score":0.6000020503997803},{"id":"https://openalex.org/C2776760102","wikidata":"https://www.wikidata.org/wiki/Q5139990","display_name":"Code (set theory)","level":3,"score":0.532696008682251},{"id":"https://openalex.org/C9417928","wikidata":"https://www.wikidata.org/wiki/Q1070689","display_name":"Image processing","level":3,"score":0.5263934135437012},{"id":"https://openalex.org/C16345878","wikidata":"https://www.wikidata.org/wiki/Q107472979","display_name":"Orientation (vector space)","level":2,"score":0.5231029987335205},{"id":"https://openalex.org/C75553542","wikidata":"https://www.wikidata.org/wiki/Q178161","display_name":"A priori and a posteriori","level":2,"score":0.4978055953979492},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.49569857120513916},{"id":"https://openalex.org/C192209626","wikidata":"https://www.wikidata.org/wiki/Q190909","display_name":"Focus (optics)","level":2,"score":0.45717766880989075},{"id":"https://openalex.org/C23123220","wikidata":"https://www.wikidata.org/wiki/Q816826","display_name":"Information retrieval","level":1,"score":0.45500892400741577},{"id":"https://openalex.org/C534262118","wikidata":"https://www.wikidata.org/wiki/Q177719","display_name":"Medical diagnosis","level":2,"score":0.4408690929412842},{"id":"https://openalex.org/C63099799","wikidata":"https://www.wikidata.org/wiki/Q17147001","display_name":"Image texture","level":4,"score":0.42472022771835327},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.4005306661128998},{"id":"https://openalex.org/C115961682","wikidata":"https://www.wikidata.org/wiki/Q860623","display_name":"Image (mathematics)","level":2,"score":0.38512712717056274},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.3494805097579956},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.09400621056556702},{"id":"https://openalex.org/C126838900","wikidata":"https://www.wikidata.org/wiki/Q77604","display_name":"Radiology","level":1,"score":0.08895799517631531},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.07772001624107361},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.0},{"id":"https://openalex.org/C120665830","wikidata":"https://www.wikidata.org/wiki/Q14620","display_name":"Optics","level":1,"score":0.0},{"id":"https://openalex.org/C138885662","wikidata":"https://www.wikidata.org/wiki/Q5891","display_name":"Philosophy","level":0,"score":0.0},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.0},{"id":"https://openalex.org/C111472728","wikidata":"https://www.wikidata.org/wiki/Q9471","display_name":"Epistemology","level":1,"score":0.0},{"id":"https://openalex.org/C177264268","wikidata":"https://www.wikidata.org/wiki/Q1514741","display_name":"Set (abstract data type)","level":2,"score":0.0},{"id":"https://openalex.org/C2524010","wikidata":"https://www.wikidata.org/wiki/Q8087","display_name":"Geometry","level":1,"score":0.0}],"mesh":[],"locations_count":3,"locations":[{"id":"doi:10.1109/isbi.2002.1029256","is_oa":false,"landing_page_url":"https://doi.org/10.1109/isbi.2002.1029256","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings IEEE International Symposium on Biomedical Imaging","raw_type":"proceedings-article"},{"id":"pmh:oai:CiteSeerX.psu:10.1.1.20.420","is_oa":false,"landing_page_url":"http://citeseerx.ist.psu.edu/viewdoc/summary?doi=10.1.1.20.420","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"http://libra.imib.rwth-aachen.de/irma/ps-pdf/ISBI_2002-313-316.ps","raw_type":"text"},{"id":"pmh:oai:publications.rwth-aachen.de:109165","is_oa":false,"landing_page_url":"https://publications.rwth-aachen.de/record/109165","pdf_url":null,"source":{"id":"https://openalex.org/S4306401362","display_name":"RWTH Publications (RWTH Aachen)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I887968799","host_organization_name":"RWTH Aachen University","host_organization_lineage":["https://openalex.org/I887968799"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Proceedings / 2002 IEEE International Symposium on Biomedical Imaging : July 7 - 10, 2002, Ritz-Carlton Hotel, Washington, DC / sponsored by the Institute of Electrical and Electronics Engineers, Signal Processing Society, Engineering in Medicine and Biology Society<br/>2002 IEEE International Symposium on Biomedical Imaging, Washington, DC, USA, 2002-07-07 - 2002-07-10","raw_type":"info:eu-repo/semantics/publishedVersion"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":17,"referenced_works":["https://openalex.org/W1508935397","https://openalex.org/W1524408959","https://openalex.org/W1970434578","https://openalex.org/W1976272309","https://openalex.org/W1983105110","https://openalex.org/W2008297189","https://openalex.org/W2015295125","https://openalex.org/W2031840463","https://openalex.org/W2043305993","https://openalex.org/W2064045720","https://openalex.org/W2113214637","https://openalex.org/W2115462785","https://openalex.org/W2130660124","https://openalex.org/W2133120133","https://openalex.org/W2138313032","https://openalex.org/W2146492116","https://openalex.org/W6681643994"],"related_works":["https://openalex.org/W2960611766","https://openalex.org/W2416959398","https://openalex.org/W2044706866","https://openalex.org/W2106653363","https://openalex.org/W1595732891","https://openalex.org/W2746816529","https://openalex.org/W2341223103","https://openalex.org/W2900811989","https://openalex.org/W2031096531","https://openalex.org/W3201443322"],"abstract_inverted_index":{"Large":[0],"efforts":[1],"have":[2],"been":[3],"made":[4],"for":[5,22,32,151,165,185,192],"general":[6,75,162],"applications":[7,80,197],"of":[8,42,89,98,121,160,196],"content-based":[9],"image":[10,28,33,76,90,123,152,187],"retrieval":[11,77,188],"(CBIR).":[12],"Established":[13],"CBIR-systems":[14],"globally":[15],"evaluate":[16],"color,":[17],"texture,":[18],"and":[19,63,134],"also":[20,190],"shape":[21],"retrieval.":[23],"In":[24,109],"medical":[25,52,79,166,186,199],"imaging,":[26],"local":[27,149],"characteristics":[29],"are":[30,170],"fundamental":[31],"interpretation,":[34],"which":[35],"is":[36,47,180],"based":[37],"on":[38,58],"a":[39,59,67,74,94,161,193],"large":[40],"amount":[41],"a-priori":[43],"knowledge.":[44],"Therefore,":[45],"CBIR":[46],"rather":[48],"seldom":[49],"applied":[50,181],"to":[51,66,73,85,100,126,146],"images.":[53,167],"Successful":[54],"approaches":[55],"strongly":[56],"focus":[57],"certain":[60],"imaging":[61,113,200],"modality":[62,114],"restrict":[64],"queries":[65],"well-defined":[68],"diagnostic":[69],"background.":[70],"With":[71],"respect":[72,125],"in":[78,105,144,198,201],"(IRMA),":[81],"the":[82,87,112,119,122,127,130,136,158,183],"system":[83,138],"needs":[84],"determine":[86],"kind":[88],"dealing":[91],"with":[92,124],"at":[93],"very":[95],"early":[96],"stage":[97],"processing":[99,107],"enable":[101],"knowledge":[102],"modeling":[103],"required":[104],"further":[106],"steps.":[108],"particular,":[110],"1.":[111],"including":[115],"technical":[116],"parameters,":[117],"2.":[118],"orientation":[120],"body,":[128],"3.":[129],"body":[131],"region":[132],"examined,":[133],"4.":[135],"biological":[137],"under":[139],"evaluation":[140],"must":[141],"be":[142],"determined":[143],"order":[145],"select":[147],"appropriate":[148],"techniques":[150],"analysis.":[153],"These":[154],"four":[155],"aspects":[156],"build":[157],"axes":[159,169],"classification":[163],"code":[164,179],"All":[168],"monohierarchically":[171],"structured":[172],"into":[173],"three":[174],"or":[175],"five":[176],"levels.":[177],"The":[178],"within":[182],"IRMA-project":[184],"but":[189],"applicable":[191],"great":[194],"variety":[195],"general.":[202]},"counts_by_year":[{"year":2022,"cited_by_count":1},{"year":2018,"cited_by_count":1},{"year":2017,"cited_by_count":2}],"updated_date":"2026-04-04T16:13:02.066488","created_date":"2025-10-10T00:00:00"}
