{"id":"https://openalex.org/W2072530114","doi":"https://doi.org/10.1109/embc.2013.6610531","title":"Fast identification &amp;amp; modelling of osteoarthritic holes in the human knee with contour interpolated radial basis functions","display_name":"Fast identification &amp;amp; modelling of osteoarthritic holes in the human knee with contour interpolated radial basis functions","publication_year":2013,"publication_date":"2013-07-01","ids":{"openalex":"https://openalex.org/W2072530114","doi":"https://doi.org/10.1109/embc.2013.6610531","mag":"2072530114","pmid":"https://pubmed.ncbi.nlm.nih.gov/24110718"},"language":"en","primary_location":{"id":"doi:10.1109/embc.2013.6610531","is_oa":false,"landing_page_url":"https://doi.org/10.1109/embc.2013.6610531","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2013 35th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC)","raw_type":"proceedings-article"},"type":"article","indexed_in":["crossref","pubmed"],"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/A5073550409","display_name":"Zarrar Javaid","orcid":null},"institutions":[{"id":"https://openalex.org/I154130895","display_name":"University of Auckland","ror":"https://ror.org/03b94tp07","country_code":"NZ","type":"education","lineage":["https://openalex.org/I154130895"]}],"countries":["NZ"],"is_corresponding":true,"raw_author_name":"Zarrar Javaid","raw_affiliation_strings":["Department of Engineering Science, University of Auckland, New Zealand","Department of Engineering Science,  University of Auckland, Auckland, New Zealand"],"affiliations":[{"raw_affiliation_string":"Department of Engineering Science, University of Auckland, New Zealand","institution_ids":["https://openalex.org/I154130895"]},{"raw_affiliation_string":"Department of Engineering Science,  University of Auckland, Auckland, New Zealand","institution_ids":["https://openalex.org/I154130895"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5102961238","display_name":"Charles P. Unsworth","orcid":"https://orcid.org/0000-0002-9153-5232"},"institutions":[{"id":"https://openalex.org/I154130895","display_name":"University of Auckland","ror":"https://ror.org/03b94tp07","country_code":"NZ","type":"education","lineage":["https://openalex.org/I154130895"]}],"countries":["NZ"],"is_corresponding":false,"raw_author_name":"Charles P. Unsworth","raw_affiliation_strings":["Department of Engineering Science, University of Auckland, New Zealand","Department of Engineering Science,  University of Auckland, Auckland, New Zealand"],"affiliations":[{"raw_affiliation_string":"Department of Engineering Science, University of Auckland, New Zealand","institution_ids":["https://openalex.org/I154130895"]},{"raw_affiliation_string":"Department of Engineering Science,  University of Auckland, Auckland, New Zealand","institution_ids":["https://openalex.org/I154130895"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5044882758","display_name":"Mark Boocock","orcid":"https://orcid.org/0000-0002-8404-0995"},"institutions":[{"id":"https://openalex.org/I39854758","display_name":"Auckland University of Technology","ror":"https://ror.org/01zvqw119","country_code":"NZ","type":"education","lineage":["https://openalex.org/I39854758"]}],"countries":["NZ"],"is_corresponding":false,"raw_author_name":"Mark Boocock","raw_affiliation_strings":["Health and Rehabilitation Research Center, AUT, New Zealand","Health & Rehabilitation Res. Center, AUT, New Zealand"],"affiliations":[{"raw_affiliation_string":"Health and Rehabilitation Research Center, AUT, New Zealand","institution_ids":["https://openalex.org/I39854758"]},{"raw_affiliation_string":"Health & Rehabilitation Res. Center, AUT, New Zealand","institution_ids":["https://openalex.org/I39854758"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5052421997","display_name":"Peter J. McNair","orcid":null},"institutions":[{"id":"https://openalex.org/I39854758","display_name":"Auckland University of Technology","ror":"https://ror.org/01zvqw119","country_code":"NZ","type":"education","lineage":["https://openalex.org/I39854758"]}],"countries":["NZ"],"is_corresponding":false,"raw_author_name":"Peter McNair","raw_affiliation_strings":["Health and Rehabilitation Research Center, AUT, New Zealand","Health & Rehabilitation Res. Center, AUT, New Zealand"],"affiliations":[{"raw_affiliation_string":"Health and Rehabilitation Research Center, AUT, New Zealand","institution_ids":["https://openalex.org/I39854758"]},{"raw_affiliation_string":"Health & Rehabilitation Res. Center, AUT, New Zealand","institution_ids":["https://openalex.org/I39854758"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5073550409"],"corresponding_institution_ids":["https://openalex.org/I154130895"],"apc_list":null,"apc_paid":null,"fwci":0.3455,"has_fulltext":false,"cited_by_count":1,"citation_normalized_percentile":{"value":0.63481616,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":94},"biblio":{"volume":"29","issue":null,"first_page":"4438","last_page":"4441"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11245","display_name":"Advanced Numerical Analysis Techniques","score":0.9976000189781189,"subfield":{"id":"https://openalex.org/subfields/2206","display_name":"Computational Mechanics"},"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/T11245","display_name":"Advanced Numerical Analysis Techniques","score":0.9976000189781189,"subfield":{"id":"https://openalex.org/subfields/2206","display_name":"Computational Mechanics"},"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/T10638","display_name":"Optical measurement and interference techniques","score":0.9926999807357788,"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/T10719","display_name":"3D Shape Modeling and Analysis","score":0.9890000224113464,"subfield":{"id":"https://openalex.org/subfields/2206","display_name":"Computational Mechanics"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/interpolation","display_name":"Interpolation (computer graphics)","score":0.7116581201553345},{"id":"https://openalex.org/keywords/patella","display_name":"Patella","score":0.6959019899368286},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.6175624132156372},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.5770005583763123},{"id":"https://openalex.org/keywords/computer-vision","display_name":"Computer vision","score":0.5361907482147217},{"id":"https://openalex.org/keywords/radial-basis-function","display_name":"Radial basis function","score":0.5090355277061462},{"id":"https://openalex.org/keywords/segmentation","display_name":"Segmentation","score":0.5053937435150146},{"id":"https://openalex.org/keywords/basis","display_name":"Basis (linear algebra)","score":0.421394407749176},{"id":"https://openalex.org/keywords/minimum-bounding-box","display_name":"Minimum bounding box","score":0.4140811562538147},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.3712359070777893},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.3018743097782135},{"id":"https://openalex.org/keywords/anatomy","display_name":"Anatomy","score":0.16615599393844604},{"id":"https://openalex.org/keywords/medicine","display_name":"Medicine","score":0.1169995665550232},{"id":"https://openalex.org/keywords/image","display_name":"Image (mathematics)","score":0.1143694519996643},{"id":"https://openalex.org/keywords/artificial-neural-network","display_name":"Artificial neural network","score":0.10771000385284424},{"id":"https://openalex.org/keywords/geometry","display_name":"Geometry","score":0.10253956913948059}],"concepts":[{"id":"https://openalex.org/C137800194","wikidata":"https://www.wikidata.org/wiki/Q11713455","display_name":"Interpolation (computer graphics)","level":3,"score":0.7116581201553345},{"id":"https://openalex.org/C2780368125","wikidata":"https://www.wikidata.org/wiki/Q229081","display_name":"Patella","level":2,"score":0.6959019899368286},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.6175624132156372},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5770005583763123},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.5361907482147217},{"id":"https://openalex.org/C98856871","wikidata":"https://www.wikidata.org/wiki/Q1588488","display_name":"Radial basis function","level":3,"score":0.5090355277061462},{"id":"https://openalex.org/C89600930","wikidata":"https://www.wikidata.org/wiki/Q1423946","display_name":"Segmentation","level":2,"score":0.5053937435150146},{"id":"https://openalex.org/C12426560","wikidata":"https://www.wikidata.org/wiki/Q189569","display_name":"Basis (linear algebra)","level":2,"score":0.421394407749176},{"id":"https://openalex.org/C147037132","wikidata":"https://www.wikidata.org/wiki/Q6865426","display_name":"Minimum bounding box","level":3,"score":0.4140811562538147},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.3712359070777893},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.3018743097782135},{"id":"https://openalex.org/C105702510","wikidata":"https://www.wikidata.org/wiki/Q514","display_name":"Anatomy","level":1,"score":0.16615599393844604},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.1169995665550232},{"id":"https://openalex.org/C115961682","wikidata":"https://www.wikidata.org/wiki/Q860623","display_name":"Image (mathematics)","level":2,"score":0.1143694519996643},{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.10771000385284424},{"id":"https://openalex.org/C2524010","wikidata":"https://www.wikidata.org/wiki/Q8087","display_name":"Geometry","level":1,"score":0.10253956913948059}],"mesh":[{"descriptor_ui":"D006801","descriptor_name":"Humans","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D006801","descriptor_name":"Humans","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D006801","descriptor_name":"Humans","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D007090","descriptor_name":"Image Interpretation, Computer-Assisted","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D007090","descriptor_name":"Image Interpretation, Computer-Assisted","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D007090","descriptor_name":"Image Interpretation, Computer-Assisted","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D008279","descriptor_name":"Magnetic Resonance Imaging","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D008279","descriptor_name":"Magnetic Resonance Imaging","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D008279","descriptor_name":"Magnetic Resonance Imaging","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D008962","descriptor_name":"Models, Theoretical","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D008962","descriptor_name":"Models, Theoretical","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D008962","descriptor_name":"Models, Theoretical","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D010329","descriptor_name":"Patella","qualifier_ui":"Q000473","qualifier_name":"pathology","is_major_topic":false},{"descriptor_ui":"D010329","descriptor_name":"Patella","qualifier_ui":"Q000473","qualifier_name":"pathology","is_major_topic":false},{"descriptor_ui":"D010329","descriptor_name":"Patella","qualifier_ui":"Q000473","qualifier_name":"pathology","is_major_topic":false},{"descriptor_ui":"D020370","descriptor_name":"Osteoarthritis, Knee","qualifier_ui":"Q000175","qualifier_name":"diagnosis","is_major_topic":false},{"descriptor_ui":"D020370","descriptor_name":"Osteoarthritis, Knee","qualifier_ui":"Q000175","qualifier_name":"diagnosis","is_major_topic":false},{"descriptor_ui":"D020370","descriptor_name":"Osteoarthritis, Knee","qualifier_ui":"Q000175","qualifier_name":"diagnosis","is_major_topic":false},{"descriptor_ui":"D020370","descriptor_name":"Osteoarthritis, Knee","qualifier_ui":"Q000473","qualifier_name":"pathology","is_major_topic":false},{"descriptor_ui":"D020370","descriptor_name":"Osteoarthritis, Knee","qualifier_ui":"Q000473","qualifier_name":"pathology","is_major_topic":false},{"descriptor_ui":"D020370","descriptor_name":"Osteoarthritis, Knee","qualifier_ui":"Q000473","qualifier_name":"pathology","is_major_topic":false}],"locations_count":2,"locations":[{"id":"doi:10.1109/embc.2013.6610531","is_oa":false,"landing_page_url":"https://doi.org/10.1109/embc.2013.6610531","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2013 35th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC)","raw_type":"proceedings-article"},{"id":"pmid:24110718","is_oa":false,"landing_page_url":"https://pubmed.ncbi.nlm.nih.gov/24110718","pdf_url":null,"source":{"id":"https://openalex.org/S4306525036","display_name":"PubMed","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I1299303238","host_organization_name":"National Institutes of Health","host_organization_lineage":["https://openalex.org/I1299303238"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Annual International Conference of the IEEE Engineering in Medicine and Biology Society. IEEE Engineering in Medicine and Biology Society. Annual International Conference","raw_type":null}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[{"id":"https://openalex.org/F4320320801","display_name":"University of Auckland","ror":"https://ror.org/03b94tp07"},{"id":"https://openalex.org/F4320322799","display_name":"Higher Education Commission, Pakistan","ror":"https://ror.org/038y3sz68"},{"id":"https://openalex.org/F4320326275","display_name":"Higher Education Commision, Pakistan","ror":null}],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":31,"referenced_works":["https://openalex.org/W167680297","https://openalex.org/W1496544007","https://openalex.org/W1527920515","https://openalex.org/W1543226262","https://openalex.org/W1977758817","https://openalex.org/W2009422376","https://openalex.org/W2014540832","https://openalex.org/W2022204099","https://openalex.org/W2024589117","https://openalex.org/W2039402388","https://openalex.org/W2044713368","https://openalex.org/W2070863376","https://openalex.org/W2086728538","https://openalex.org/W2086897139","https://openalex.org/W2089503001","https://openalex.org/W2095769364","https://openalex.org/W2101049734","https://openalex.org/W2116510815","https://openalex.org/W2129098897","https://openalex.org/W2130859329","https://openalex.org/W2131525731","https://openalex.org/W2162463235","https://openalex.org/W2295936755","https://openalex.org/W2515158851","https://openalex.org/W3100816363","https://openalex.org/W4244829582","https://openalex.org/W4248230377","https://openalex.org/W4253053805","https://openalex.org/W6632571726","https://openalex.org/W6654030266","https://openalex.org/W6726168421"],"related_works":["https://openalex.org/W1794182708","https://openalex.org/W3032945520","https://openalex.org/W1580808788","https://openalex.org/W2303144358","https://openalex.org/W4390682411","https://openalex.org/W2374946871","https://openalex.org/W1992087623","https://openalex.org/W1976454866","https://openalex.org/W394801925","https://openalex.org/W1572661297"],"abstract_inverted_index":{"In":[0],"this":[1],"article,":[2],"we":[3],"propose":[4],"a":[5,18,87],"new":[6],"method":[7,55,77],"for":[8,85],"the":[9,31,48,61,70,91],"fast":[10],"3D":[11,66,88],"reconstruction":[12],"of":[13,30,68,90,101],"simulated":[14,46],"osteoarthritic":[15],"holes":[16,43],"in":[17,47],"human":[19],"patella.":[20],"Initially,":[21],"clean":[22],"patella":[23,49,71,92],"slices":[24],"were":[25,44],"extracted":[26],"from":[27,93],"MRI":[28,94],"scans":[29],"knee":[32],"using":[33],"Region-Based":[34],"Segmentation":[35],"(region-growing)":[36],"and":[37,64,72,83],"Bounding":[38],"Box":[39],"techniques.":[40],"Osteoarthritic":[41],"(OA)":[42],"then":[45,57],"slices.":[50],"Our":[51],"contour":[52],"interpolation/RBF":[53],"(CI/RBF)":[54],"was":[56],"used":[58],"to":[59],"detect":[60],"hole":[62,74],"automatically":[63],"reconstruct":[65],"models":[67],"both":[69],"OA":[73],"separately.":[75],"The":[76],"presented":[78],"here":[79],"proves":[80],"fast,":[81],"reliable":[82],"efficient":[84],"reconstructing":[86],"model":[89],"images":[95],"with":[96],"an":[97],"extremely":[98],"low":[99],"error":[100],"0.33%.":[102]},"counts_by_year":[{"year":2014,"cited_by_count":1}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2016-06-24T00:00:00"}
