{"id":"https://openalex.org/W2606775237","doi":"https://doi.org/10.1145/3051166.3051169","title":"Analysis on Semi-Automated Knee Cartilage Segmentation Model using Inter-Observer Reproducibility","display_name":"Analysis on Semi-Automated Knee Cartilage Segmentation Model using Inter-Observer Reproducibility","publication_year":2017,"publication_date":"2017-01-21","ids":{"openalex":"https://openalex.org/W2606775237","doi":"https://doi.org/10.1145/3051166.3051169","mag":"2606775237"},"language":"en","primary_location":{"id":"doi:10.1145/3051166.3051169","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3051166.3051169","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 7th International Conference on Bioscience, Biochemistry and Bioinformatics","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/A5079542002","display_name":"Hong\u2010Seng Gan","orcid":"https://orcid.org/0000-0003-3777-3640"},"institutions":[{"id":"https://openalex.org/I4528857","display_name":"University of Kuala Lumpur","ror":"https://ror.org/026wwrx19","country_code":"MY","type":"education","lineage":["https://openalex.org/I4528857"]}],"countries":["MY"],"is_corresponding":true,"raw_author_name":"Hong Seng Gan","raw_affiliation_strings":["Universiti Kuala Lumpur, British Malaysian Institute, Gombak, Selangor, Malaysia"],"affiliations":[{"raw_affiliation_string":"Universiti Kuala Lumpur, British Malaysian Institute, Gombak, Selangor, Malaysia","institution_ids":["https://openalex.org/I4528857"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5013780382","display_name":"Khairil Amir Sayuti","orcid":"https://orcid.org/0000-0003-1976-9568"},"institutions":[{"id":"https://openalex.org/I4210089400","display_name":"Hospital Universiti Sains Malaysia","ror":"https://ror.org/0090j2029","country_code":"MY","type":"healthcare","lineage":["https://openalex.org/I4210089400"]}],"countries":["MY"],"is_corresponding":false,"raw_author_name":"Khairil Amir Sayuti","raw_affiliation_strings":["Universiti Sains Malaysia, Department of Radiology, School of Medical Science, Kubang Kerian, Kelantan, Malaysia"],"affiliations":[{"raw_affiliation_string":"Universiti Sains Malaysia, Department of Radiology, School of Medical Science, Kubang Kerian, Kelantan, Malaysia","institution_ids":["https://openalex.org/I4210089400"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5042778239","display_name":"Ahmad Helmy Abdul Karim","orcid":null},"institutions":[{"id":"https://openalex.org/I4210145786","display_name":"Institut Penyelidikan Veterinar","ror":"https://ror.org/05dpxhh36","country_code":"MY","type":"facility","lineage":["https://openalex.org/I4210145786"]}],"countries":["MY"],"is_corresponding":false,"raw_author_name":"Ahmad Helmy Abdul Karim","raw_affiliation_strings":["KPJ Ipoh Specialist Hospital, Diagnostic Imaging Service, Ipoh, Perak, Malaysia"],"affiliations":[{"raw_affiliation_string":"KPJ Ipoh Specialist Hospital, Diagnostic Imaging Service, Ipoh, Perak, Malaysia","institution_ids":["https://openalex.org/I4210145786"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5028662812","display_name":"Rasyiqah Annani Mohd Rosidi","orcid":null},"institutions":[{"id":"https://openalex.org/I4528857","display_name":"University of Kuala Lumpur","ror":"https://ror.org/026wwrx19","country_code":"MY","type":"education","lineage":["https://openalex.org/I4528857"]}],"countries":["MY"],"is_corresponding":false,"raw_author_name":"Rasyiqah Annani Mohd Rosidi","raw_affiliation_strings":["Universiti Kuala Lumpur, British Malaysian Institute, Gombak, Selangor Malaysia"],"affiliations":[{"raw_affiliation_string":"Universiti Kuala Lumpur, British Malaysian Institute, Gombak, Selangor Malaysia","institution_ids":["https://openalex.org/I4528857"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5025735717","display_name":"Aida Syafiqah Ahmad Khaizi","orcid":null},"institutions":[{"id":"https://openalex.org/I4528857","display_name":"University of Kuala Lumpur","ror":"https://ror.org/026wwrx19","country_code":"MY","type":"education","lineage":["https://openalex.org/I4528857"]}],"countries":["MY"],"is_corresponding":false,"raw_author_name":"Aida Syafiqah Ahmad Khaizi","raw_affiliation_strings":["Universiti Kuala Lumpur, British Malaysian Institute, Gombak, Selangor Malaysia"],"affiliations":[{"raw_affiliation_string":"Universiti Kuala Lumpur, British Malaysian Institute, Gombak, Selangor Malaysia","institution_ids":["https://openalex.org/I4528857"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":5,"corresponding_author_ids":["https://openalex.org/A5079542002"],"corresponding_institution_ids":["https://openalex.org/I4528857"],"apc_list":null,"apc_paid":null,"fwci":0.6423,"has_fulltext":false,"cited_by_count":5,"citation_normalized_percentile":{"value":0.69534556,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":99},"biblio":{"volume":null,"issue":null,"first_page":"12","last_page":"16"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10105","display_name":"Osteoarthritis Treatment and Mechanisms","score":0.9966999888420105,"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":0.9966999888420105,"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/T12647","display_name":"Traditional Chinese Medicine Studies","score":0.9675999879837036,"subfield":{"id":"https://openalex.org/subfields/2707","display_name":"Complementary and alternative 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/T12994","display_name":"Infrared Thermography in Medicine","score":0.9625999927520752,"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/reproducibility","display_name":"Reproducibility","score":0.8906077146530151},{"id":"https://openalex.org/keywords/segmentation","display_name":"Segmentation","score":0.862944483757019},{"id":"https://openalex.org/keywords/osteoarthritis","display_name":"Osteoarthritis","score":0.7149490118026733},{"id":"https://openalex.org/keywords/cartilage","display_name":"Cartilage","score":0.6656903028488159},{"id":"https://openalex.org/keywords/image-segmentation","display_name":"Image segmentation","score":0.6196014285087585},{"id":"https://openalex.org/keywords/knee-cartilage","display_name":"Knee cartilage","score":0.6126272082328796},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.5702689290046692},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.5563859343528748},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.5062800645828247},{"id":"https://openalex.org/keywords/knee-joint","display_name":"Knee Joint","score":0.45146608352661133},{"id":"https://openalex.org/keywords/magnetic-resonance-imaging","display_name":"Magnetic resonance imaging","score":0.4363239109516144},{"id":"https://openalex.org/keywords/computer-vision","display_name":"Computer vision","score":0.41570335626602173},{"id":"https://openalex.org/keywords/medicine","display_name":"Medicine","score":0.21581503748893738},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.20650309324264526},{"id":"https://openalex.org/keywords/articular-cartilage","display_name":"Articular cartilage","score":0.17890852689743042},{"id":"https://openalex.org/keywords/anatomy","display_name":"Anatomy","score":0.15026342868804932},{"id":"https://openalex.org/keywords/radiology","display_name":"Radiology","score":0.1355629861354828},{"id":"https://openalex.org/keywords/pathology","display_name":"Pathology","score":0.12772220373153687},{"id":"https://openalex.org/keywords/statistics","display_name":"Statistics","score":0.08269515633583069},{"id":"https://openalex.org/keywords/surgery","display_name":"Surgery","score":0.06908771395683289}],"concepts":[{"id":"https://openalex.org/C9893847","wikidata":"https://www.wikidata.org/wiki/Q1425625","display_name":"Reproducibility","level":2,"score":0.8906077146530151},{"id":"https://openalex.org/C89600930","wikidata":"https://www.wikidata.org/wiki/Q1423946","display_name":"Segmentation","level":2,"score":0.862944483757019},{"id":"https://openalex.org/C2776164576","wikidata":"https://www.wikidata.org/wiki/Q62736","display_name":"Osteoarthritis","level":3,"score":0.7149490118026733},{"id":"https://openalex.org/C2780550940","wikidata":"https://www.wikidata.org/wiki/Q502730","display_name":"Cartilage","level":2,"score":0.6656903028488159},{"id":"https://openalex.org/C124504099","wikidata":"https://www.wikidata.org/wiki/Q56933","display_name":"Image segmentation","level":3,"score":0.6196014285087585},{"id":"https://openalex.org/C3018143345","wikidata":"https://www.wikidata.org/wiki/Q37425","display_name":"Knee cartilage","level":5,"score":0.6126272082328796},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5702689290046692},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.5563859343528748},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.5062800645828247},{"id":"https://openalex.org/C2908736133","wikidata":"https://www.wikidata.org/wiki/Q37425","display_name":"Knee Joint","level":2,"score":0.45146608352661133},{"id":"https://openalex.org/C143409427","wikidata":"https://www.wikidata.org/wiki/Q161238","display_name":"Magnetic resonance imaging","level":2,"score":0.4363239109516144},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.41570335626602173},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.21581503748893738},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.20650309324264526},{"id":"https://openalex.org/C3020332539","wikidata":"https://www.wikidata.org/wiki/Q2014564","display_name":"Articular cartilage","level":4,"score":0.17890852689743042},{"id":"https://openalex.org/C105702510","wikidata":"https://www.wikidata.org/wiki/Q514","display_name":"Anatomy","level":1,"score":0.15026342868804932},{"id":"https://openalex.org/C126838900","wikidata":"https://www.wikidata.org/wiki/Q77604","display_name":"Radiology","level":1,"score":0.1355629861354828},{"id":"https://openalex.org/C142724271","wikidata":"https://www.wikidata.org/wiki/Q7208","display_name":"Pathology","level":1,"score":0.12772220373153687},{"id":"https://openalex.org/C105795698","wikidata":"https://www.wikidata.org/wiki/Q12483","display_name":"Statistics","level":1,"score":0.08269515633583069},{"id":"https://openalex.org/C141071460","wikidata":"https://www.wikidata.org/wiki/Q40821","display_name":"Surgery","level":1,"score":0.06908771395683289},{"id":"https://openalex.org/C204787440","wikidata":"https://www.wikidata.org/wiki/Q188504","display_name":"Alternative medicine","level":2,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1145/3051166.3051169","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3051166.3051169","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 7th International Conference on Bioscience, Biochemistry and Bioinformatics","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/3","score":0.7599999904632568,"display_name":"Good health and well-being"}],"awards":[],"funders":[{"id":"https://openalex.org/F4320326062","display_name":"Universiti Kuala Lumpur","ror":null}],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":12,"referenced_works":["https://openalex.org/W44045810","https://openalex.org/W1963957386","https://openalex.org/W2029597318","https://openalex.org/W2067738122","https://openalex.org/W2074197541","https://openalex.org/W2074716186","https://openalex.org/W2106157059","https://openalex.org/W2113638105","https://openalex.org/W2121222027","https://openalex.org/W2125637308","https://openalex.org/W2148218555","https://openalex.org/W2313101745"],"related_works":["https://openalex.org/W4379600973","https://openalex.org/W2105653210","https://openalex.org/W2316526580","https://openalex.org/W1537974871","https://openalex.org/W242273402","https://openalex.org/W2320070317","https://openalex.org/W4220702813","https://openalex.org/W1983167703","https://openalex.org/W1903477488","https://openalex.org/W3161175208"],"abstract_inverted_index":{"Osteoarthritis":[0],"is":[1],"the":[2,39,48,60,68,89,103,122,133],"most":[3],"common":[4],"joint":[5],"disease":[6],"without":[7],"any":[8],"effective":[9],"cure":[10],"to":[11,23,33,37,76],"halt":[12],"its'":[13],"prevalence.":[14],"Various":[15],"medical":[16],"image":[17,30],"segmentation":[18,56,78,119,129,138],"techniques":[19],"have":[20],"been":[21],"proposed":[22,69,90,104],"extract":[24],"knee":[25,54,141],"cartilage":[26,55,87,101,142],"from":[27],"magnetic":[28],"resonance":[29],"in":[31,79,99],"order":[32],"identify":[34],"suitable":[35,136],"biomarkers":[36],"study":[38],"progression":[40],"of":[41,50,96,110,124],"osteoarthritis.":[42],"In":[43,85],"this":[44],"paper,":[45],"we":[46],"propose":[47],"use":[49],"a":[51],"random":[52,116],"walks":[53,117],"model":[57,70,91,105,120],"and":[58,82],"analyze":[59],"model's":[61],"accuracy":[62],"using":[63],"inter-observer":[64],"reproducibility.":[65],"For":[66],"instance,":[67],"has":[71,92,106],"exhibited":[72],"promising":[73],"reproducibility":[74,94,108],"compared":[75],"manual":[77,128],"both":[80],"normal":[81,86],"diseased":[83,100],"categories.":[84],"segmentation,":[88,102],"shown":[93,107],"index":[95,109],"0.93\u00b10.022":[97],"while":[98],"0.90\u00b10.049.":[111],"The":[112],"results":[113],"suggest":[114],"that":[115],"semi-automated":[118],"reduces":[121],"level":[123],"ambiguity":[125],"experienced":[126],"by":[127],"model;":[130],"thus":[131],"establishing":[132],"technique":[134,139],"as":[135],"computerized":[137],"for":[140],"segmentation.":[143]},"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2023,"cited_by_count":1},{"year":2019,"cited_by_count":1},{"year":2017,"cited_by_count":2}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
