{"id":"https://openalex.org/W4392305538","doi":"https://doi.org/10.5220/0012434900003654","title":"An Algorithmic Approach for Quantitative Motion Artefact Grading in HRpQCT Medical Imaging","display_name":"An Algorithmic Approach for Quantitative Motion Artefact Grading in HRpQCT Medical Imaging","publication_year":2024,"publication_date":"2024-01-01","ids":{"openalex":"https://openalex.org/W4392305538","doi":"https://doi.org/10.5220/0012434900003654"},"language":"en","primary_location":{"id":"doi:10.5220/0012434900003654","is_oa":true,"landing_page_url":"http://dx.doi.org/10.5220/0012434900003654","pdf_url":null,"source":null,"license":"cc-by-nc-nd","license_id":"https://openalex.org/licenses/cc-by-nc-nd","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 13th International Conference on Pattern Recognition Applications and Methods","raw_type":"proceedings-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"http://dx.doi.org/10.5220/0012434900003654","any_repository_has_fulltext":null},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5033014692","display_name":"Thomas R. Cox","orcid":"https://orcid.org/0000-0001-9294-1745"},"institutions":[{"id":"https://openalex.org/I43439940","display_name":"University of Southampton","ror":"https://ror.org/01ryk1543","country_code":"GB","type":"education","lineage":["https://openalex.org/I43439940"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"Thomas Cox","raw_affiliation_strings":["Faculty of Engineering and Physical Sciences, Electronics and Computer Science, University of Southampton, University Road, Southampton, U.K., --- Select a Country ---"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Faculty of Engineering and Physical Sciences, Electronics and Computer Science, University of Southampton, University Road, Southampton, U.K., --- Select a Country ---","institution_ids":["https://openalex.org/I43439940"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5086689025","display_name":"Sasan Mahmoodi","orcid":"https://orcid.org/0000-0003-2507-659X"},"institutions":[{"id":"https://openalex.org/I43439940","display_name":"University of Southampton","ror":"https://ror.org/01ryk1543","country_code":"GB","type":"education","lineage":["https://openalex.org/I43439940"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"Sasan Mahmoodi","raw_affiliation_strings":["Faculty of Engineering and Physical Sciences, Electronics and Computer Science, University of Southampton, University Road, Southampton, U.K., --- Select a Country ---"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Faculty of Engineering and Physical Sciences, Electronics and Computer Science, University of Southampton, University Road, Southampton, U.K., --- Select a Country ---","institution_ids":["https://openalex.org/I43439940"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5074935743","display_name":"Elizabeth Curtis","orcid":"https://orcid.org/0000-0002-5147-0550"},"institutions":[{"id":"https://openalex.org/I4210148293","display_name":"MRC Lifecourse Epidemiology Unit","ror":"https://ror.org/04j4a6x59","country_code":"GB","type":"facility","lineage":["https://openalex.org/I4210087105","https://openalex.org/I4210148293","https://openalex.org/I43439940","https://openalex.org/I90344618"]},{"id":"https://openalex.org/I43439940","display_name":"University of Southampton","ror":"https://ror.org/01ryk1543","country_code":"GB","type":"education","lineage":["https://openalex.org/I43439940"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"Elizabeth Curtis","raw_affiliation_strings":["MRC Lifecourse Epidemiology Centre, University of Southampton, Southampton, U.K., --- Select a Country ---"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"MRC Lifecourse Epidemiology Centre, University of Southampton, Southampton, U.K., --- Select a Country ---","institution_ids":["https://openalex.org/I4210148293","https://openalex.org/I43439940"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5049131688","display_name":"Nicholas R. Fuggle","orcid":"https://orcid.org/0000-0001-5463-2255"},"institutions":[{"id":"https://openalex.org/I4210148293","display_name":"MRC Lifecourse Epidemiology Unit","ror":"https://ror.org/04j4a6x59","country_code":"GB","type":"facility","lineage":["https://openalex.org/I4210087105","https://openalex.org/I4210148293","https://openalex.org/I43439940","https://openalex.org/I90344618"]},{"id":"https://openalex.org/I43439940","display_name":"University of Southampton","ror":"https://ror.org/01ryk1543","country_code":"GB","type":"education","lineage":["https://openalex.org/I43439940"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"Nicholas Fuggle","raw_affiliation_strings":["MRC Lifecourse Epidemiology Centre, University of Southampton, Southampton, U.K., --- Select a Country ---"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"MRC Lifecourse Epidemiology Centre, University of Southampton, Southampton, U.K., --- Select a Country ---","institution_ids":["https://openalex.org/I4210148293","https://openalex.org/I43439940"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5057424442","display_name":"Rebecca J Moon","orcid":"https://orcid.org/0000-0003-2334-2284"},"institutions":[{"id":"https://openalex.org/I2802965805","display_name":"University Hospital Southampton NHS Foundation Trust","ror":"https://ror.org/0485axj58","country_code":"GB","type":"healthcare","lineage":["https://openalex.org/I2802965805"]},{"id":"https://openalex.org/I4210118929","display_name":"Southampton Children's Hospital","ror":"https://ror.org/029d98p07","country_code":"GB","type":"healthcare","lineage":["https://openalex.org/I2802965805","https://openalex.org/I4210118929"]},{"id":"https://openalex.org/I4210148293","display_name":"MRC Lifecourse Epidemiology Unit","ror":"https://ror.org/04j4a6x59","country_code":"GB","type":"facility","lineage":["https://openalex.org/I4210087105","https://openalex.org/I4210148293","https://openalex.org/I43439940","https://openalex.org/I90344618"]},{"id":"https://openalex.org/I43439940","display_name":"University of Southampton","ror":"https://ror.org/01ryk1543","country_code":"GB","type":"education","lineage":["https://openalex.org/I43439940"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"Rebecca Moon","raw_affiliation_strings":["MRC Lifecourse Epidemiology Centre, University of Southampton, Southampton, U.K., --- Select a Country ---","Paediatric Endocrinology, Southampton Children\u2019s Hospital, University Hospital Southampton NHS Foundation Trust, Southampton, U.K., --- Select a Country ---"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"MRC Lifecourse Epidemiology Centre, University of Southampton, Southampton, U.K., --- Select a Country ---","institution_ids":["https://openalex.org/I4210148293","https://openalex.org/I43439940"]},{"raw_affiliation_string":"Paediatric Endocrinology, Southampton Children\u2019s Hospital, University Hospital Southampton NHS Foundation Trust, Southampton, U.K., --- Select a Country ---","institution_ids":["https://openalex.org/I4210118929","https://openalex.org/I2802965805"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5005680444","display_name":"Kate A. Ward","orcid":"https://orcid.org/0000-0001-7034-6750"},"institutions":[{"id":"https://openalex.org/I4210148293","display_name":"MRC Lifecourse Epidemiology Unit","ror":"https://ror.org/04j4a6x59","country_code":"GB","type":"facility","lineage":["https://openalex.org/I4210087105","https://openalex.org/I4210148293","https://openalex.org/I43439940","https://openalex.org/I90344618"]},{"id":"https://openalex.org/I43439940","display_name":"University of Southampton","ror":"https://ror.org/01ryk1543","country_code":"GB","type":"education","lineage":["https://openalex.org/I43439940"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"Kate Ward","raw_affiliation_strings":["MRC Lifecourse Epidemiology Centre, University of Southampton, Southampton, U.K., --- Select a Country ---"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"MRC Lifecourse Epidemiology Centre, University of Southampton, Southampton, U.K., --- Select a Country ---","institution_ids":["https://openalex.org/I4210148293","https://openalex.org/I43439940"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5014015462","display_name":"Leo D. Westbury","orcid":"https://orcid.org/0009-0008-5853-8096"},"institutions":[{"id":"https://openalex.org/I4210148293","display_name":"MRC Lifecourse Epidemiology Unit","ror":"https://ror.org/04j4a6x59","country_code":"GB","type":"facility","lineage":["https://openalex.org/I4210087105","https://openalex.org/I4210148293","https://openalex.org/I43439940","https://openalex.org/I90344618"]},{"id":"https://openalex.org/I43439940","display_name":"University of Southampton","ror":"https://ror.org/01ryk1543","country_code":"GB","type":"education","lineage":["https://openalex.org/I43439940"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"Leo Westbury","raw_affiliation_strings":["MRC Lifecourse Epidemiology Centre, University of Southampton, Southampton, U.K., --- Select a Country ---"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"MRC Lifecourse Epidemiology Centre, University of Southampton, Southampton, U.K., --- Select a Country ---","institution_ids":["https://openalex.org/I4210148293","https://openalex.org/I43439940"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5047582694","display_name":"Nicholas C. Harvey","orcid":"https://orcid.org/0000-0002-8194-2512"},"institutions":[{"id":"https://openalex.org/I2802965805","display_name":"University Hospital Southampton NHS Foundation Trust","ror":"https://ror.org/0485axj58","country_code":"GB","type":"healthcare","lineage":["https://openalex.org/I2802965805"]},{"id":"https://openalex.org/I34931013","display_name":"National Institute for Health and Care Research","ror":"https://ror.org/0187kwz08","country_code":"GB","type":"government","lineage":["https://openalex.org/I34931013"]},{"id":"https://openalex.org/I4210118229","display_name":"NIHR Southampton Biomedical Research Centre","ror":"https://ror.org/01qqpzg67","country_code":"GB","type":"facility","lineage":["https://openalex.org/I2802965805","https://openalex.org/I4210118229","https://openalex.org/I43439940"]},{"id":"https://openalex.org/I4210148293","display_name":"MRC Lifecourse Epidemiology Unit","ror":"https://ror.org/04j4a6x59","country_code":"GB","type":"facility","lineage":["https://openalex.org/I4210087105","https://openalex.org/I4210148293","https://openalex.org/I43439940","https://openalex.org/I90344618"]},{"id":"https://openalex.org/I43439940","display_name":"University of Southampton","ror":"https://ror.org/01ryk1543","country_code":"GB","type":"education","lineage":["https://openalex.org/I43439940"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"Nicholas Harvey","raw_affiliation_strings":["MRC Lifecourse Epidemiology Centre, University of Southampton, Southampton, U.K., --- Select a Country ---","National Institute for Health Research (NIHR) Southampton Biomedical Research Centre, University of Southampton, and University Hospital Southampton NHS Foundation Trust, U.K., --- Select a Country ---"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"MRC Lifecourse Epidemiology Centre, University of Southampton, Southampton, U.K., --- Select a Country ---","institution_ids":["https://openalex.org/I4210148293","https://openalex.org/I43439940"]},{"raw_affiliation_string":"National Institute for Health Research (NIHR) Southampton Biomedical Research Centre, University of Southampton, and University Hospital Southampton NHS Foundation Trust, U.K., --- Select a Country ---","institution_ids":["https://openalex.org/I2802965805","https://openalex.org/I43439940","https://openalex.org/I34931013","https://openalex.org/I4210118229"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":6,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.03311605,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"833","last_page":"840"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10522","display_name":"Medical Imaging Techniques and Applications","score":0.9994000196456909,"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"}},"topics":[{"id":"https://openalex.org/T10522","display_name":"Medical Imaging Techniques and Applications","score":0.9994000196456909,"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/T10372","display_name":"Cardiac Imaging and Diagnostics","score":0.9976999759674072,"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/T10378","display_name":"Advanced MRI Techniques and Applications","score":0.9976000189781189,"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/computer-science","display_name":"Computer science","score":0.6828427314758301},{"id":"https://openalex.org/keywords/grading","display_name":"Grading (engineering)","score":0.6340519785881042},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.48338523507118225},{"id":"https://openalex.org/keywords/computer-vision","display_name":"Computer vision","score":0.48256176710128784},{"id":"https://openalex.org/keywords/medical-imaging","display_name":"Medical imaging","score":0.4760577380657196},{"id":"https://openalex.org/keywords/motion","display_name":"Motion (physics)","score":0.43032127618789673},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.1180417537689209}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6828427314758301},{"id":"https://openalex.org/C2777286243","wikidata":"https://www.wikidata.org/wiki/Q5591926","display_name":"Grading (engineering)","level":2,"score":0.6340519785881042},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.48338523507118225},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.48256176710128784},{"id":"https://openalex.org/C31601959","wikidata":"https://www.wikidata.org/wiki/Q931309","display_name":"Medical imaging","level":2,"score":0.4760577380657196},{"id":"https://openalex.org/C104114177","wikidata":"https://www.wikidata.org/wiki/Q79782","display_name":"Motion (physics)","level":2,"score":0.43032127618789673},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.1180417537689209},{"id":"https://openalex.org/C147176958","wikidata":"https://www.wikidata.org/wiki/Q77590","display_name":"Civil engineering","level":1,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.5220/0012434900003654","is_oa":true,"landing_page_url":"http://dx.doi.org/10.5220/0012434900003654","pdf_url":null,"source":null,"license":"cc-by-nc-nd","license_id":"https://openalex.org/licenses/cc-by-nc-nd","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 13th International Conference on Pattern Recognition Applications and Methods","raw_type":"proceedings-article"},{"id":"pmh:oai:eprints.soton.ac.uk:488377","is_oa":false,"landing_page_url":"https://eprints.soton.ac.uk/488377/1/ICPRAM_Position_Paper_Draft_RJM_LW_15112023.docx","pdf_url":null,"source":{"id":"https://openalex.org/S4306401019","display_name":"ePrints Soton (University of Southampton)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I43439940","host_organization_name":"University of Southampton","host_organization_lineage":["https://openalex.org/I43439940"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"acceptedVersion","is_accepted":true,"is_published":false,"raw_source_name":null,"raw_type":"Conference or Workshop Item"}],"best_oa_location":{"id":"doi:10.5220/0012434900003654","is_oa":true,"landing_page_url":"http://dx.doi.org/10.5220/0012434900003654","pdf_url":null,"source":null,"license":"cc-by-nc-nd","license_id":"https://openalex.org/licenses/cc-by-nc-nd","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 13th International Conference on Pattern Recognition Applications and Methods","raw_type":"proceedings-article"},"sustainable_development_goals":[],"awards":[{"id":"https://openalex.org/G4148207017","display_name":null,"funder_award_id":"MC_PC_21003","funder_id":"https://openalex.org/F4320334626","funder_display_name":"Medical Research Council"},{"id":"https://openalex.org/G6276181198","display_name":null,"funder_award_id":"MC_UU_12011/2","funder_id":"https://openalex.org/F4320334626","funder_display_name":"Medical Research Council"}],"funders":[{"id":"https://openalex.org/F4320334626","display_name":"Medical Research Council","ror":"https://ror.org/03x94j517"}],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":0,"referenced_works":[],"related_works":["https://openalex.org/W2772917594","https://openalex.org/W2036807459","https://openalex.org/W2058170566","https://openalex.org/W2755342338","https://openalex.org/W2166024367","https://openalex.org/W3116076068","https://openalex.org/W2229312674","https://openalex.org/W2951359407","https://openalex.org/W2079911747","https://openalex.org/W1969923398"],"abstract_inverted_index":{"High":[0],"Resolution":[1],"Peripheral":[2],"Quantitative":[3],"Computed":[4],"Tomography":[5],"(HRpQCT)":[6],"is":[7,15,48,131],"a":[8,59],"modern":[9],"form":[10],"of":[11,69,76,110,114,125,162],"medical":[12],"imaging":[13,44],"that":[14],"used":[16],"to":[17,37,52,61,85,174],"extract":[18],"detailed":[19],"internal":[20],"texture":[21],"and":[22,56,137,160,167],"structure":[23],"information":[24],"from":[25],"non-invasive":[26],"scans.":[27],"This":[28,116,130],"greater":[29],"resolution":[30],"means":[31],"HRpQCT":[32,91,148],"images":[33,51,92],"are":[34,165,169],"more":[35],"vulnerable":[36],"motion":[38,88,126],"artefact":[39,78,89],"than":[40,152],"other":[41],"existing":[42,175],"bone":[43],"methods.":[45],"Current":[46],"practice":[47],"for":[49,64],"scan":[50],"be":[53,81],"manually":[54],"reviewed":[55],"graded":[57],"on":[58,100,104],"one":[60],"five":[62],"scale":[63],"movement":[65,77],"artefact,":[66],"where":[67],"analysis":[68],"scans":[70,102],"with":[71,172],"the":[72,105,112,123,135,141,147,154],"most":[73],"severe":[74],"grades":[75],"may":[79],"not":[80],"possible.":[82],"Various":[83],"approaches":[84],"automatically":[86],"detecting":[87],"in":[90,140],"have":[93],"been":[94],"described,":[95,166],"but":[96],"these":[97],"typically":[98],"rely":[99],"classifying":[101],"based":[103],"qualitative":[106],"manual":[107],"gradings":[108],"instead":[109],"determining":[111],"amount":[113],"artefact.":[115],"paper":[117],"describes":[118],"research":[119],"into":[120],"quantitatively":[121],"calculating":[122],"degree":[124],"affecting":[127],"an":[128],"HRpQCT.":[129],"approached":[132],"by":[133,146],"analysing":[134],"jumps":[136],"shifts":[138],"present":[139],"raw":[142],"projection":[143],"data":[144],"produced":[145],"instrument":[149],"scanner,":[150],"rather":[151],"using":[153],"reconstructed":[155],"cross-sectional":[156],"images.":[157],"The":[158],"motivation":[159],"methods":[161],"this":[163],"approach":[164],"results":[168],"provided,":[170],"along":[171],"comparisons":[173],"work.":[176]},"counts_by_year":[],"updated_date":"2026-07-02T09:51:11.867554","created_date":"2025-10-10T00:00:00"}
