{"id":"https://openalex.org/W2997172886","doi":"https://doi.org/10.1109/euvip47703.2019.8946132","title":"Current Automatic Methods for Knee Cartilage Segmentation: A Review","display_name":"Current Automatic Methods for Knee Cartilage Segmentation: A Review","publication_year":2019,"publication_date":"2019-10-01","ids":{"openalex":"https://openalex.org/W2997172886","doi":"https://doi.org/10.1109/euvip47703.2019.8946132","mag":"2997172886"},"language":"en","primary_location":{"id":"doi:10.1109/euvip47703.2019.8946132","is_oa":false,"landing_page_url":"https://doi.org/10.1109/euvip47703.2019.8946132","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2019 8th European Workshop on Visual Information Processing (EUVIP)","raw_type":"proceedings-article"},"type":"review","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/A5017544511","display_name":"Dominik Vil\u00edmek","orcid":"https://orcid.org/0000-0003-3781-1280"},"institutions":[{"id":"https://openalex.org/I142208455","display_name":"VSB - Technical University of Ostrava","ror":"https://ror.org/05x8mcb75","country_code":"CZ","type":"education","lineage":["https://openalex.org/I142208455"]}],"countries":["CZ"],"is_corresponding":false,"raw_author_name":"Dominik Vilimek","raw_affiliation_strings":["VSB Technical University of Ostrava, FEECS, K450 17. listopadu 15, Ostrava"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"VSB Technical University of Ostrava, FEECS, K450 17. listopadu 15, Ostrava","institution_ids":["https://openalex.org/I142208455"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5011589878","display_name":"Jan Kub\u00ed\u010dek","orcid":"https://orcid.org/0000-0003-0185-422X"},"institutions":[{"id":"https://openalex.org/I142208455","display_name":"VSB - Technical University of Ostrava","ror":"https://ror.org/05x8mcb75","country_code":"CZ","type":"education","lineage":["https://openalex.org/I142208455"]}],"countries":["CZ"],"is_corresponding":false,"raw_author_name":"Jan Kubicek","raw_affiliation_strings":["VSB Technical University of Ostrava, FEECS, K450 17. listopadu 15, Ostrava"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"VSB Technical University of Ostrava, FEECS, K450 17. listopadu 15, Ostrava","institution_ids":["https://openalex.org/I142208455"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5050581531","display_name":"Marek Penhaker","orcid":"https://orcid.org/0000-0001-9527-4642"},"institutions":[{"id":"https://openalex.org/I142208455","display_name":"VSB - Technical University of Ostrava","ror":"https://ror.org/05x8mcb75","country_code":"CZ","type":"education","lineage":["https://openalex.org/I142208455"]}],"countries":["CZ"],"is_corresponding":false,"raw_author_name":"Marek Penhaker","raw_affiliation_strings":["VSB Technical University of Ostrava, FEECS, K450 17. listopadu 15, Ostrava"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"VSB Technical University of Ostrava, FEECS, K450 17. listopadu 15, Ostrava","institution_ids":["https://openalex.org/I142208455"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5012021101","display_name":"David Oczka","orcid":"https://orcid.org/0000-0001-7626-3673"},"institutions":[{"id":"https://openalex.org/I142208455","display_name":"VSB - Technical University of Ostrava","ror":"https://ror.org/05x8mcb75","country_code":"CZ","type":"education","lineage":["https://openalex.org/I142208455"]}],"countries":["CZ"],"is_corresponding":false,"raw_author_name":"David Oczka","raw_affiliation_strings":["VSB Technical University of Ostrava, FEECS, K450 17. listopadu 15, Ostrava"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"VSB Technical University of Ostrava, FEECS, K450 17. listopadu 15, Ostrava","institution_ids":["https://openalex.org/I142208455"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5076234294","display_name":"Martin August\u00fdnek","orcid":"https://orcid.org/0000-0002-0165-7317"},"institutions":[{"id":"https://openalex.org/I142208455","display_name":"VSB - Technical University of Ostrava","ror":"https://ror.org/05x8mcb75","country_code":"CZ","type":"education","lineage":["https://openalex.org/I142208455"]}],"countries":["CZ"],"is_corresponding":false,"raw_author_name":"Martin Augustynek","raw_affiliation_strings":["VSB Technical University of Ostrava, FEECS, K450 17. listopadu 15, Ostrava"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"VSB Technical University of Ostrava, FEECS, K450 17. listopadu 15, Ostrava","institution_ids":["https://openalex.org/I142208455"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5039994218","display_name":"Martin \u010cern\u00fd","orcid":"https://orcid.org/0000-0002-8893-2587"},"institutions":[{"id":"https://openalex.org/I142208455","display_name":"VSB - Technical University of Ostrava","ror":"https://ror.org/05x8mcb75","country_code":"CZ","type":"education","lineage":["https://openalex.org/I142208455"]}],"countries":["CZ"],"is_corresponding":false,"raw_author_name":"Martin Cerny","raw_affiliation_strings":["VSB Technical University of Ostrava, FEECS, K450 17. listopadu 15, Ostrava"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"VSB Technical University of Ostrava, FEECS, K450 17. listopadu 15, Ostrava","institution_ids":["https://openalex.org/I142208455"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":6,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":0.7168,"has_fulltext":false,"cited_by_count":4,"citation_normalized_percentile":{"value":0.73381101,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":94,"max":96},"biblio":{"volume":"8","issue":null,"first_page":"117","last_page":"122"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10105","display_name":"Osteoarthritis Treatment and Mechanisms","score":0.9987999796867371,"subfield":{"id":"https://openalex.org/subfields/2745","display_name":"Rheumatology"},"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/T10105","display_name":"Osteoarthritis Treatment and Mechanisms","score":0.9987999796867371,"subfield":{"id":"https://openalex.org/subfields/2745","display_name":"Rheumatology"},"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/T12994","display_name":"Infrared Thermography in Medicine","score":0.9846000075340271,"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/T11227","display_name":"Diabetic Foot Ulcer Assessment and Management","score":0.9657999873161316,"subfield":{"id":"https://openalex.org/subfields/2712","display_name":"Endocrinology, Diabetes and Metabolism"},"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/segmentation","display_name":"Segmentation","score":0.8520963788032532},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7418557405471802},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.7387528419494629},{"id":"https://openalex.org/keywords/robustness","display_name":"Robustness (evolution)","score":0.6683883666992188},{"id":"https://openalex.org/keywords/osteoarthritis","display_name":"Osteoarthritis","score":0.6157304644584656},{"id":"https://openalex.org/keywords/computer-vision","display_name":"Computer vision","score":0.5964129567146301},{"id":"https://openalex.org/keywords/image-segmentation","display_name":"Image segmentation","score":0.5956503748893738},{"id":"https://openalex.org/keywords/scale-space-segmentation","display_name":"Scale-space segmentation","score":0.5180623531341553},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.47524023056030273},{"id":"https://openalex.org/keywords/cartilage","display_name":"Cartilage","score":0.42730244994163513},{"id":"https://openalex.org/keywords/segmentation-based-object-categorization","display_name":"Segmentation-based object categorization","score":0.42414596676826477},{"id":"https://openalex.org/keywords/feature-extraction","display_name":"Feature extraction","score":0.4189125895500183},{"id":"https://openalex.org/keywords/medicine","display_name":"Medicine","score":0.08545446395874023},{"id":"https://openalex.org/keywords/anatomy","display_name":"Anatomy","score":0.06993269920349121}],"concepts":[{"id":"https://openalex.org/C89600930","wikidata":"https://www.wikidata.org/wiki/Q1423946","display_name":"Segmentation","level":2,"score":0.8520963788032532},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7418557405471802},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.7387528419494629},{"id":"https://openalex.org/C63479239","wikidata":"https://www.wikidata.org/wiki/Q7353546","display_name":"Robustness (evolution)","level":3,"score":0.6683883666992188},{"id":"https://openalex.org/C2776164576","wikidata":"https://www.wikidata.org/wiki/Q62736","display_name":"Osteoarthritis","level":3,"score":0.6157304644584656},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.5964129567146301},{"id":"https://openalex.org/C124504099","wikidata":"https://www.wikidata.org/wiki/Q56933","display_name":"Image segmentation","level":3,"score":0.5956503748893738},{"id":"https://openalex.org/C65885262","wikidata":"https://www.wikidata.org/wiki/Q7429708","display_name":"Scale-space segmentation","level":4,"score":0.5180623531341553},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.47524023056030273},{"id":"https://openalex.org/C2780550940","wikidata":"https://www.wikidata.org/wiki/Q502730","display_name":"Cartilage","level":2,"score":0.42730244994163513},{"id":"https://openalex.org/C25694479","wikidata":"https://www.wikidata.org/wiki/Q7446278","display_name":"Segmentation-based object categorization","level":5,"score":0.42414596676826477},{"id":"https://openalex.org/C52622490","wikidata":"https://www.wikidata.org/wiki/Q1026626","display_name":"Feature extraction","level":2,"score":0.4189125895500183},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.08545446395874023},{"id":"https://openalex.org/C105702510","wikidata":"https://www.wikidata.org/wiki/Q514","display_name":"Anatomy","level":1,"score":0.06993269920349121},{"id":"https://openalex.org/C104317684","wikidata":"https://www.wikidata.org/wiki/Q7187","display_name":"Gene","level":2,"score":0.0},{"id":"https://openalex.org/C55493867","wikidata":"https://www.wikidata.org/wiki/Q7094","display_name":"Biochemistry","level":1,"score":0.0},{"id":"https://openalex.org/C185592680","wikidata":"https://www.wikidata.org/wiki/Q2329","display_name":"Chemistry","level":0,"score":0.0},{"id":"https://openalex.org/C204787440","wikidata":"https://www.wikidata.org/wiki/Q188504","display_name":"Alternative medicine","level":2,"score":0.0},{"id":"https://openalex.org/C142724271","wikidata":"https://www.wikidata.org/wiki/Q7208","display_name":"Pathology","level":1,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1109/euvip47703.2019.8946132","is_oa":false,"landing_page_url":"https://doi.org/10.1109/euvip47703.2019.8946132","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2019 8th European Workshop on Visual Information Processing (EUVIP)","raw_type":"proceedings-article"},{"id":"mag:3049485465","is_oa":false,"landing_page_url":"https://jglobal.jst.go.jp/en/detail?JGLOBAL_ID=202002247026555127","pdf_url":null,"source":{"id":"https://openalex.org/S4306512817","display_name":"IEEE Conference Proceedings","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":null,"is_accepted":false,"is_published":null,"raw_source_name":"IEEE Conference Proceedings","raw_type":null}],"best_oa_location":null,"sustainable_development_goals":[{"score":0.550000011920929,"display_name":"Affordable and clean energy","id":"https://metadata.un.org/sdg/7"}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":26,"referenced_works":["https://openalex.org/W838773645","https://openalex.org/W1763308975","https://openalex.org/W1970432777","https://openalex.org/W1987226664","https://openalex.org/W1995043634","https://openalex.org/W1997315218","https://openalex.org/W2004499882","https://openalex.org/W2016163169","https://openalex.org/W2017152851","https://openalex.org/W2041977149","https://openalex.org/W2074197541","https://openalex.org/W2074845146","https://openalex.org/W2088496721","https://openalex.org/W2100296123","https://openalex.org/W2113638105","https://openalex.org/W2121222027","https://openalex.org/W2144992339","https://openalex.org/W2793305336","https://openalex.org/W2905470871","https://openalex.org/W2911627719","https://openalex.org/W2912237301","https://openalex.org/W2919573174","https://openalex.org/W2921503204","https://openalex.org/W2922130842","https://openalex.org/W2953675526","https://openalex.org/W6623442862"],"related_works":["https://openalex.org/W3144569342","https://openalex.org/W2945274617","https://openalex.org/W2185902295","https://openalex.org/W2103507220","https://openalex.org/W4205800335","https://openalex.org/W2055202857","https://openalex.org/W2371519352","https://openalex.org/W2386644571","https://openalex.org/W2372421320","https://openalex.org/W2551987074"],"abstract_inverted_index":{"Knee":[0],"cartilage":[1,30,67,139],"segmentation":[2,52,69,91,96,112,130,142],"has":[3],"been":[4],"challenging":[5],"task":[6,11],"for":[7],"many":[8],"years.":[9],"This":[10,43,122],"is":[12,23,35,46,104,124],"usually":[13],"connected":[14],"with":[15,108],"two":[16],"major":[17],"issues.":[18],"First":[19],"object":[20],"of":[21,28,37,61,94,119,138],"interest":[22],"automatic":[24,68,129],"detection":[25,36,58],"and":[26,59,70,89,117],"extraction":[27,60,71],"knee":[29,66],"shape.":[31],"Second":[32],"important":[33],"issue":[34],"osteoarthritis,":[38],"especially,":[39],"in":[40],"early":[41,44,62],"stages.":[42],"deterioration":[45],"badly":[47],"recognizable":[48],"from":[49],"native":[50],"images":[51],"significantly":[53],"contributes":[54],"to":[55,106,110],"precise":[56],"localization,":[57],"osteoarthritis.":[63],"Generally,":[64],"the":[65,133],"can":[72],"be":[73],"performed":[74],"by":[75],"various":[76],"approaches":[77],"including":[78],"edge":[79],"tracking,":[80],"intensity-based":[81],"methods,":[82],"supervised":[83],"learning,":[84],"energy":[85],"minimization,":[86],"statistical":[87],"methods":[88,131],"multiregional":[90],"methods.":[92],"Using":[93],"particular":[95],"method":[97],"depends":[98],"on":[99,127],"a":[100],"compromise":[101],"which":[102],"user":[103,120],"willing":[105],"accept":[107],"respect":[109],"robustness,":[111],"purpose,":[113],"computational":[114],"time,":[115],"accuracy":[116],"level":[118],"interaction.":[121],"review":[123],"mainly":[125],"focused":[126],"fully":[128],"bringing":[132],"recent":[134],"informations":[135],"about":[136],"modeling":[137],"structure":[140],"via":[141],"approaches.":[143]},"counts_by_year":[{"year":2021,"cited_by_count":2},{"year":2020,"cited_by_count":2}],"updated_date":"2026-06-11T09:08:48.828518","created_date":"2025-10-10T00:00:00"}