{"id":"https://openalex.org/W1978071298","doi":"https://doi.org/10.1117/12.348637","title":"<title>Comparison and evaluation of rigid and nonrigid registration of breast MR images</title>","display_name":"<title>Comparison and evaluation of rigid and nonrigid registration of breast MR images</title>","publication_year":1999,"publication_date":"1999-05-21","ids":{"openalex":"https://openalex.org/W1978071298","doi":"https://doi.org/10.1117/12.348637","mag":"1978071298"},"language":"en","primary_location":{"id":"doi:10.1117/12.348637","is_oa":false,"landing_page_url":"https://doi.org/10.1117/12.348637","pdf_url":null,"source":{"id":"https://openalex.org/S183492911","display_name":"Proceedings of SPIE, the International Society for Optical Engineering/Proceedings of SPIE","issn_l":"0277-786X","issn":["0277-786X","1996-756X"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310315543","host_organization_name":"SPIE","host_organization_lineage":["https://openalex.org/P4310315543"],"host_organization_lineage_names":["SPIE"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"SPIE Proceedings","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/A5006461848","display_name":"Daniel Rueckert","orcid":"https://orcid.org/0000-0002-5683-5889"},"institutions":[{"id":"https://openalex.org/I1298207432","display_name":"Guy's Hospital","ror":"https://ror.org/04r33pf22","country_code":"GB","type":"healthcare","lineage":["https://openalex.org/I1298207432","https://openalex.org/I200166805","https://openalex.org/I4210111135"]}],"countries":["GB"],"is_corresponding":true,"raw_author_name":"Daniel Rueckert","raw_affiliation_strings":["Guy's Hospital (United Kingdom)"],"affiliations":[{"raw_affiliation_string":"Guy's Hospital (United Kingdom)","institution_ids":["https://openalex.org/I1298207432"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5111856894","display_name":"Luke Sonoda","orcid":null},"institutions":[{"id":"https://openalex.org/I1298207432","display_name":"Guy's Hospital","ror":"https://ror.org/04r33pf22","country_code":"GB","type":"healthcare","lineage":["https://openalex.org/I1298207432","https://openalex.org/I200166805","https://openalex.org/I4210111135"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"Luke I. Sonoda","raw_affiliation_strings":["Guy's Hospital (United Kingdom)"],"affiliations":[{"raw_affiliation_string":"Guy's Hospital (United Kingdom)","institution_ids":["https://openalex.org/I1298207432"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5113568949","display_name":"E Denton","orcid":null},"institutions":[{"id":"https://openalex.org/I4210153400","display_name":"King's College Hospital","ror":"https://ror.org/044nptt90","country_code":"GB","type":"healthcare","lineage":["https://openalex.org/I4210111135","https://openalex.org/I4210153400"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"Erica R. E. Denton","raw_affiliation_strings":["King's College Hospital (United Kingdom)","King's College Hospital, United Kingdom"],"affiliations":[{"raw_affiliation_string":"King's College Hospital (United Kingdom)","institution_ids":["https://openalex.org/I4210153400"]},{"raw_affiliation_string":"King's College Hospital, United Kingdom","institution_ids":["https://openalex.org/I4210153400"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5108495330","display_name":"S. Rankin","orcid":null},"institutions":[{"id":"https://openalex.org/I1298207432","display_name":"Guy's Hospital","ror":"https://ror.org/04r33pf22","country_code":"GB","type":"healthcare","lineage":["https://openalex.org/I1298207432","https://openalex.org/I200166805","https://openalex.org/I4210111135"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"S. Rankin","raw_affiliation_strings":["Guy's Hospital (United Kingdom)"],"affiliations":[{"raw_affiliation_string":"Guy's Hospital (United Kingdom)","institution_ids":["https://openalex.org/I1298207432"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5111965453","display_name":"Carmel Hayes","orcid":null},"institutions":[{"id":"https://openalex.org/I4210121186","display_name":"Royal Marsden Hospital","ror":"https://ror.org/034vb5t35","country_code":"GB","type":"healthcare","lineage":["https://openalex.org/I1325846038","https://openalex.org/I4210121186"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"Carmel Hayes","raw_affiliation_strings":["Royal Marsden Hospital (United Kingdom)","Royal Marsden Hospital, United Kingdom"],"affiliations":[{"raw_affiliation_string":"Royal Marsden Hospital (United Kingdom)","institution_ids":["https://openalex.org/I4210121186"]},{"raw_affiliation_string":"Royal Marsden Hospital, United Kingdom","institution_ids":["https://openalex.org/I4210121186"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5068130659","display_name":"Martin O. Leach","orcid":"https://orcid.org/0000-0002-0756-5368"},"institutions":[{"id":"https://openalex.org/I4210121186","display_name":"Royal Marsden Hospital","ror":"https://ror.org/034vb5t35","country_code":"GB","type":"healthcare","lineage":["https://openalex.org/I1325846038","https://openalex.org/I4210121186"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"Martin O. Leach","raw_affiliation_strings":["Royal Marsden Hospital (United Kingdom)","Royal Marsden Hospital, United Kingdom"],"affiliations":[{"raw_affiliation_string":"Royal Marsden Hospital (United Kingdom)","institution_ids":["https://openalex.org/I4210121186"]},{"raw_affiliation_string":"Royal Marsden Hospital, United Kingdom","institution_ids":["https://openalex.org/I4210121186"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101829131","display_name":"David Hill","orcid":"https://orcid.org/0000-0003-1970-1432"},"institutions":[{"id":"https://openalex.org/I1298207432","display_name":"Guy's Hospital","ror":"https://ror.org/04r33pf22","country_code":"GB","type":"healthcare","lineage":["https://openalex.org/I1298207432","https://openalex.org/I200166805","https://openalex.org/I4210111135"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"Derek L. Hill","raw_affiliation_strings":["Guy's Hospital (United Kingdom)"],"affiliations":[{"raw_affiliation_string":"Guy's Hospital (United Kingdom)","institution_ids":["https://openalex.org/I1298207432"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5113676136","display_name":"David J. Hawkes","orcid":null},"institutions":[{"id":"https://openalex.org/I1298207432","display_name":"Guy's Hospital","ror":"https://ror.org/04r33pf22","country_code":"GB","type":"healthcare","lineage":["https://openalex.org/I1298207432","https://openalex.org/I200166805","https://openalex.org/I4210111135"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"David J. Hawkes","raw_affiliation_strings":["Guy's Hospital (United Kingdom)"],"affiliations":[{"raw_affiliation_string":"Guy's Hospital (United Kingdom)","institution_ids":["https://openalex.org/I1298207432"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":8,"corresponding_author_ids":["https://openalex.org/A5006461848"],"corresponding_institution_ids":["https://openalex.org/I1298207432"],"apc_list":null,"apc_paid":null,"fwci":1.5795,"has_fulltext":false,"cited_by_count":33,"citation_normalized_percentile":{"value":0.82953601,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":96},"biblio":{"volume":"3661","issue":null,"first_page":"78","last_page":"88"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10052","display_name":"Medical Image Segmentation Techniques","score":0.9991000294685364,"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/T10052","display_name":"Medical Image Segmentation Techniques","score":0.9991000294685364,"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/T10522","display_name":"Medical Imaging Techniques and Applications","score":0.9984999895095825,"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/T11885","display_name":"MRI in cancer diagnosis","score":0.998199999332428,"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/affine-transformation","display_name":"Affine transformation","score":0.8208926916122437},{"id":"https://openalex.org/keywords/image-registration","display_name":"Image registration","score":0.7924832105636597},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.6693300008773804},{"id":"https://openalex.org/keywords/computer-vision","display_name":"Computer vision","score":0.6401065587997437},{"id":"https://openalex.org/keywords/similarity-measure","display_name":"Similarity measure","score":0.6305693984031677},{"id":"https://openalex.org/keywords/mutual-information","display_name":"Mutual information","score":0.5995306968688965},{"id":"https://openalex.org/keywords/free-form-deformation","display_name":"Free-form deformation","score":0.5762763023376465},{"id":"https://openalex.org/keywords/similarity","display_name":"Similarity (geometry)","score":0.5730723142623901},{"id":"https://openalex.org/keywords/rigid-transformation","display_name":"Rigid transformation","score":0.5639816522598267},{"id":"https://openalex.org/keywords/transformation","display_name":"Transformation (genetics)","score":0.504866898059845},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.5030960440635681},{"id":"https://openalex.org/keywords/voxel","display_name":"Voxel","score":0.4940057396888733},{"id":"https://openalex.org/keywords/motion","display_name":"Motion (physics)","score":0.4350462555885315},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.42208585143089294},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.33858031034469604},{"id":"https://openalex.org/keywords/deformation","display_name":"Deformation (meteorology)","score":0.3277208209037781},{"id":"https://openalex.org/keywords/image","display_name":"Image (mathematics)","score":0.2836042642593384},{"id":"https://openalex.org/keywords/geometry","display_name":"Geometry","score":0.15560537576675415},{"id":"https://openalex.org/keywords/physics","display_name":"Physics","score":0.06745275855064392}],"concepts":[{"id":"https://openalex.org/C92757383","wikidata":"https://www.wikidata.org/wiki/Q382497","display_name":"Affine transformation","level":2,"score":0.8208926916122437},{"id":"https://openalex.org/C166704113","wikidata":"https://www.wikidata.org/wiki/Q861092","display_name":"Image registration","level":3,"score":0.7924832105636597},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.6693300008773804},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.6401065587997437},{"id":"https://openalex.org/C2776517306","wikidata":"https://www.wikidata.org/wiki/Q29017317","display_name":"Similarity measure","level":2,"score":0.6305693984031677},{"id":"https://openalex.org/C152139883","wikidata":"https://www.wikidata.org/wiki/Q252973","display_name":"Mutual information","level":2,"score":0.5995306968688965},{"id":"https://openalex.org/C2780391921","wikidata":"https://www.wikidata.org/wiki/Q1454193","display_name":"Free-form deformation","level":3,"score":0.5762763023376465},{"id":"https://openalex.org/C103278499","wikidata":"https://www.wikidata.org/wiki/Q254465","display_name":"Similarity (geometry)","level":3,"score":0.5730723142623901},{"id":"https://openalex.org/C126795593","wikidata":"https://www.wikidata.org/wiki/Q7333813","display_name":"Rigid transformation","level":2,"score":0.5639816522598267},{"id":"https://openalex.org/C204241405","wikidata":"https://www.wikidata.org/wiki/Q461499","display_name":"Transformation (genetics)","level":3,"score":0.504866898059845},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5030960440635681},{"id":"https://openalex.org/C54170458","wikidata":"https://www.wikidata.org/wiki/Q663554","display_name":"Voxel","level":2,"score":0.4940057396888733},{"id":"https://openalex.org/C104114177","wikidata":"https://www.wikidata.org/wiki/Q79782","display_name":"Motion (physics)","level":2,"score":0.4350462555885315},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.42208585143089294},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.33858031034469604},{"id":"https://openalex.org/C204366326","wikidata":"https://www.wikidata.org/wiki/Q3027650","display_name":"Deformation (meteorology)","level":2,"score":0.3277208209037781},{"id":"https://openalex.org/C115961682","wikidata":"https://www.wikidata.org/wiki/Q860623","display_name":"Image (mathematics)","level":2,"score":0.2836042642593384},{"id":"https://openalex.org/C2524010","wikidata":"https://www.wikidata.org/wiki/Q8087","display_name":"Geometry","level":1,"score":0.15560537576675415},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.06745275855064392},{"id":"https://openalex.org/C185592680","wikidata":"https://www.wikidata.org/wiki/Q2329","display_name":"Chemistry","level":0,"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/C104317684","wikidata":"https://www.wikidata.org/wiki/Q7187","display_name":"Gene","level":2,"score":0.0},{"id":"https://openalex.org/C153294291","wikidata":"https://www.wikidata.org/wiki/Q25261","display_name":"Meteorology","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1117/12.348637","is_oa":false,"landing_page_url":"https://doi.org/10.1117/12.348637","pdf_url":null,"source":{"id":"https://openalex.org/S183492911","display_name":"Proceedings of SPIE, the International Society for Optical Engineering/Proceedings of SPIE","issn_l":"0277-786X","issn":["0277-786X","1996-756X"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310315543","host_organization_name":"SPIE","host_organization_lineage":["https://openalex.org/P4310315543"],"host_organization_lineage_names":["SPIE"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"SPIE Proceedings","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/17","score":0.550000011920929,"display_name":"Partnerships for the goals"}],"awards":[],"funders":[{"id":"https://openalex.org/F4320334626","display_name":"Medical Research Council","ror":"https://ror.org/03x94j517"},{"id":"https://openalex.org/F4320334627","display_name":"Engineering and Physical Sciences Research Council","ror":"https://ror.org/0439y7842"}],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":0,"referenced_works":[],"related_works":["https://openalex.org/W2426195296","https://openalex.org/W1970834875","https://openalex.org/W2367847708","https://openalex.org/W2135643201","https://openalex.org/W2027919853","https://openalex.org/W73923811","https://openalex.org/W2287511726","https://openalex.org/W2171028602","https://openalex.org/W2113576511","https://openalex.org/W2588902294"],"abstract_inverted_index":{"In":[0,126],"this":[1],"paper":[2],"we":[3,128],"present":[4],"a":[5,49,61,83,88],"new":[6],"approach":[7],"for":[8],"the":[9,21,24,33,42,72,75,91,95,98,101,105,114,131,134,153,163,168],"non-rigid":[10,136,154],"registration":[11,117,137,146,155,174],"of":[12,20,23,32,74,90,97,118,133,167],"contrast-enhanced":[13],"breast":[14,25,34,44,120,169],"MRI.":[15],"A":[16],"hierarchical":[17],"transformation":[18,40,99],"model":[19],"motion":[22,31,45,164],"has":[26,110],"been":[27,111],"developed.":[28],"The":[29,108,148],"global":[30],"is":[35,46,58,66,79,157],"modelled":[36],"by":[37,48,81],"an":[38],"affine":[39,145,173],"while":[41],"local":[43],"described":[47],"free-form":[50],"deformation":[51,166],"based":[52],"on":[53],"B-splines.":[54],"Normalized":[55],"mutual":[56],"information":[57],"used":[59],"as":[60,71],"voxel-based":[62],"similarity":[63],"measure":[64],"which":[65,86],"insensitive":[67],"to":[68,113,139,161],"intensity":[69],"changes":[70],"result":[73],"contrast":[76],"enhancement.":[77],"Registration":[78],"achieved":[80],"minimizing":[82],"cost":[84,92,102],"function":[85],"represents":[87],"combination":[89],"associated":[93,103],"with":[94,104],"smoothness":[96],"and":[100,124,144,165],"image":[106],"similarity.":[107],"algorithm":[109,138,156],"applied":[112],"fully":[115],"automated":[116],"3D":[119],"MRI":[121],"in":[122],"volunteers":[123],"patients.":[125],"particular,":[127],"have":[129],"compared":[130],"results":[132,149],"proposed":[135],"those":[140],"obtained":[141],"using":[142],"rigid":[143,171],"techniques.":[147],"clearly":[150],"indicate":[151],"that":[152],"much":[158],"better":[159],"able":[160],"recover":[162],"than":[170],"or":[172],"algorithms.":[175]},"counts_by_year":[{"year":2025,"cited_by_count":2},{"year":2024,"cited_by_count":1},{"year":2023,"cited_by_count":1},{"year":2022,"cited_by_count":2},{"year":2020,"cited_by_count":2},{"year":2018,"cited_by_count":2},{"year":2015,"cited_by_count":1},{"year":2014,"cited_by_count":1},{"year":2013,"cited_by_count":1}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}