{"id":"https://openalex.org/W2592765116","doi":"https://doi.org/10.1117/12.2256025","title":"Fundamental limits of image registration performance: effects of image noise and resolution in CT-guided interventions","display_name":"Fundamental limits of image registration performance: effects of image noise and resolution in CT-guided interventions","publication_year":2017,"publication_date":"2017-03-03","ids":{"openalex":"https://openalex.org/W2592765116","doi":"https://doi.org/10.1117/12.2256025","mag":"2592765116","pmid":"https://pubmed.ncbi.nlm.nih.gov/28572693"},"language":"en","primary_location":{"id":"doi:10.1117/12.2256025","is_oa":false,"landing_page_url":"https://doi.org/10.1117/12.2256025","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":"conference-paper","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/A5044627248","display_name":"Michael D. Ketcha","orcid":"https://orcid.org/0000-0003-0621-183X"},"institutions":[{"id":"https://openalex.org/I145311948","display_name":"Johns Hopkins University","ror":"https://ror.org/00za53h95","country_code":"US","type":"education","lineage":["https://openalex.org/I145311948"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"M. D. Ketcha","raw_affiliation_strings":["Johns Hopkins Univ. (United States)"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Johns Hopkins Univ. (United States)","institution_ids":["https://openalex.org/I145311948"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5078675628","display_name":"T. de Silva","orcid":null},"institutions":[{"id":"https://openalex.org/I145311948","display_name":"Johns Hopkins University","ror":"https://ror.org/00za53h95","country_code":"US","type":"education","lineage":["https://openalex.org/I145311948"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"T. de Silva","raw_affiliation_strings":["Johns Hopkins Univ. (United States)"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Johns Hopkins Univ. (United States)","institution_ids":["https://openalex.org/I145311948"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5009793323","display_name":"Runze Han","orcid":"https://orcid.org/0000-0002-3618-5997"},"institutions":[{"id":"https://openalex.org/I145311948","display_name":"Johns Hopkins University","ror":"https://ror.org/00za53h95","country_code":"US","type":"education","lineage":["https://openalex.org/I145311948"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"R. Han","raw_affiliation_strings":["Johns Hopkins Univ. (United States)"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Johns Hopkins Univ. (United States)","institution_ids":["https://openalex.org/I145311948"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5089623752","display_name":"Ali Uneri","orcid":"https://orcid.org/0000-0003-3419-1805"},"institutions":[{"id":"https://openalex.org/I145311948","display_name":"Johns Hopkins University","ror":"https://ror.org/00za53h95","country_code":"US","type":"education","lineage":["https://openalex.org/I145311948"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"A. Uneri","raw_affiliation_strings":["Johns Hopkins Univ. (United States)"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Johns Hopkins Univ. (United States)","institution_ids":["https://openalex.org/I145311948"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5053314547","display_name":"J Goerres","orcid":null},"institutions":[{"id":"https://openalex.org/I145311948","display_name":"Johns Hopkins University","ror":"https://ror.org/00za53h95","country_code":"US","type":"education","lineage":["https://openalex.org/I145311948"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"J. Goerres","raw_affiliation_strings":["Johns Hopkins Univ. (United States)"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Johns Hopkins Univ. (United States)","institution_ids":["https://openalex.org/I145311948"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5020477182","display_name":"Matthew W. Jacobson","orcid":"https://orcid.org/0000-0001-7616-945X"},"institutions":[{"id":"https://openalex.org/I145311948","display_name":"Johns Hopkins University","ror":"https://ror.org/00za53h95","country_code":"US","type":"education","lineage":["https://openalex.org/I145311948"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"M. Jacobson","raw_affiliation_strings":["Johns Hopkins Univ. (United States)"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Johns Hopkins Univ. (United States)","institution_ids":["https://openalex.org/I145311948"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5012624684","display_name":"Sebastian Vogt","orcid":"https://orcid.org/0000-0003-4677-5605"},"institutions":[{"id":"https://openalex.org/I4210153902","display_name":"Siemens Healthineers (Germany)","ror":"https://ror.org/0449c4c15","country_code":"DE","type":"company","lineage":["https://openalex.org/I4210153902"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"S. Vogt","raw_affiliation_strings":["Siemens Healthcare (Germany)"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Siemens Healthcare (Germany)","institution_ids":["https://openalex.org/I4210153902"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5067588445","display_name":"Gerhard Kleinszig","orcid":null},"institutions":[{"id":"https://openalex.org/I4210153902","display_name":"Siemens Healthineers (Germany)","ror":"https://ror.org/0449c4c15","country_code":"DE","type":"company","lineage":["https://openalex.org/I4210153902"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"G. Kleinszig","raw_affiliation_strings":["Siemens Healthcare (Germany)"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Siemens Healthcare (Germany)","institution_ids":["https://openalex.org/I4210153902"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5068070550","display_name":"Jeffrey H. Siewerdsen","orcid":"https://orcid.org/0000-0001-6644-1317"},"institutions":[{"id":"https://openalex.org/I145311948","display_name":"Johns Hopkins University","ror":"https://ror.org/00za53h95","country_code":"US","type":"education","lineage":["https://openalex.org/I145311948"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"J. H. Siewerdsen","raw_affiliation_strings":["Johns Hopkins Univ. (United States)"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Johns Hopkins Univ. (United States)","institution_ids":["https://openalex.org/I145311948"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":2,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":null,"has_fulltext":false,"cited_by_count":10,"citation_normalized_percentile":null,"cited_by_percentile_year":null,"biblio":{"volume":"10135","issue":null,"first_page":"1013508","last_page":"1013508"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10358","display_name":"Advanced Radiotherapy Techniques","score":0.7408000230789185,"subfield":{"id":"https://openalex.org/subfields/3108","display_name":"Radiation"},"field":{"id":"https://openalex.org/fields/31","display_name":"Physics and Astronomy"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},"topics":[{"id":"https://openalex.org/T10358","display_name":"Advanced Radiotherapy Techniques","score":0.7408000230789185,"subfield":{"id":"https://openalex.org/subfields/3108","display_name":"Radiation"},"field":{"id":"https://openalex.org/fields/31","display_name":"Physics and Astronomy"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T10522","display_name":"Medical Imaging Techniques and Applications","score":0.1459999978542328,"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/T10052","display_name":"Medical Image Segmentation Techniques","score":0.06069999933242798,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/image-registration","display_name":"Image registration","score":0.7494378685951233},{"id":"https://openalex.org/keywords/mean-squared-error","display_name":"Mean squared error","score":0.7067265510559082},{"id":"https://openalex.org/keywords/cram\u00e9r\u2013rao-bound","display_name":"Cram\u00e9r\u2013Rao bound","score":0.6455354690551758},{"id":"https://openalex.org/keywords/image-quality","display_name":"Image quality","score":0.6275973320007324},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.5945875644683838},{"id":"https://openalex.org/keywords/imaging-phantom","display_name":"Imaging phantom","score":0.5272245407104492},{"id":"https://openalex.org/keywords/image-resolution","display_name":"Image resolution","score":0.5187642574310303},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.4997293949127197},{"id":"https://openalex.org/keywords/feature","display_name":"Feature (linguistics)","score":0.49578556418418884},{"id":"https://openalex.org/keywords/computer-vision","display_name":"Computer vision","score":0.490087628364563},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.4689611494541168},{"id":"https://openalex.org/keywords/noise","display_name":"Noise (video)","score":0.43660610914230347},{"id":"https://openalex.org/keywords/estimator","display_name":"Estimator","score":0.42777976393699646},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.424611896276474},{"id":"https://openalex.org/keywords/iterative-reconstruction","display_name":"Iterative reconstruction","score":0.41121432185173035},{"id":"https://openalex.org/keywords/image","display_name":"Image (mathematics)","score":0.3644103705883026},{"id":"https://openalex.org/keywords/statistics","display_name":"Statistics","score":0.27759554982185364},{"id":"https://openalex.org/keywords/nuclear-medicine","display_name":"Nuclear medicine","score":0.12526419758796692},{"id":"https://openalex.org/keywords/medicine","display_name":"Medicine","score":0.08758893609046936}],"concepts":[{"id":"https://openalex.org/C166704113","wikidata":"https://www.wikidata.org/wiki/Q861092","display_name":"Image registration","level":3,"score":0.7494378685951233},{"id":"https://openalex.org/C139945424","wikidata":"https://www.wikidata.org/wiki/Q1940696","display_name":"Mean squared error","level":2,"score":0.7067265510559082},{"id":"https://openalex.org/C4978587","wikidata":"https://www.wikidata.org/wiki/Q1138810","display_name":"Cram\u00e9r\u2013Rao bound","level":3,"score":0.6455354690551758},{"id":"https://openalex.org/C55020928","wikidata":"https://www.wikidata.org/wiki/Q3813865","display_name":"Image quality","level":3,"score":0.6275973320007324},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.5945875644683838},{"id":"https://openalex.org/C104293457","wikidata":"https://www.wikidata.org/wiki/Q28324852","display_name":"Imaging phantom","level":2,"score":0.5272245407104492},{"id":"https://openalex.org/C205372480","wikidata":"https://www.wikidata.org/wiki/Q210521","display_name":"Image resolution","level":2,"score":0.5187642574310303},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.4997293949127197},{"id":"https://openalex.org/C2776401178","wikidata":"https://www.wikidata.org/wiki/Q12050496","display_name":"Feature (linguistics)","level":2,"score":0.49578556418418884},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.490087628364563},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.4689611494541168},{"id":"https://openalex.org/C99498987","wikidata":"https://www.wikidata.org/wiki/Q2210247","display_name":"Noise (video)","level":3,"score":0.43660610914230347},{"id":"https://openalex.org/C185429906","wikidata":"https://www.wikidata.org/wiki/Q1130160","display_name":"Estimator","level":2,"score":0.42777976393699646},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.424611896276474},{"id":"https://openalex.org/C141379421","wikidata":"https://www.wikidata.org/wiki/Q6094427","display_name":"Iterative reconstruction","level":2,"score":0.41121432185173035},{"id":"https://openalex.org/C115961682","wikidata":"https://www.wikidata.org/wiki/Q860623","display_name":"Image (mathematics)","level":2,"score":0.3644103705883026},{"id":"https://openalex.org/C105795698","wikidata":"https://www.wikidata.org/wiki/Q12483","display_name":"Statistics","level":1,"score":0.27759554982185364},{"id":"https://openalex.org/C2989005","wikidata":"https://www.wikidata.org/wiki/Q214963","display_name":"Nuclear medicine","level":1,"score":0.12526419758796692},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.08758893609046936},{"id":"https://openalex.org/C41895202","wikidata":"https://www.wikidata.org/wiki/Q8162","display_name":"Linguistics","level":1,"score":0.0},{"id":"https://openalex.org/C138885662","wikidata":"https://www.wikidata.org/wiki/Q5891","display_name":"Philosophy","level":0,"score":0.0}],"mesh":[],"locations_count":3,"locations":[{"id":"doi:10.1117/12.2256025","is_oa":false,"landing_page_url":"https://doi.org/10.1117/12.2256025","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"},{"id":"pmid:28572693","is_oa":false,"landing_page_url":"https://pubmed.ncbi.nlm.nih.gov/28572693","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":"Proceedings of SPIE--the International Society for Optical Engineering","raw_type":null},{"id":"pmh:oai:europepmc.org:4295940","is_oa":false,"landing_page_url":"https://www.ncbi.nlm.nih.gov/pmc/articles/5448715","pdf_url":null,"source":{"id":"https://openalex.org/S4306400806","display_name":"Europe PMC (PubMed Central)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I1303153112","host_organization_name":"European Bioinformatics Institute","host_organization_lineage":["https://openalex.org/I1303153112"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"Text"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[{"id":"https://openalex.org/G662150665","display_name":null,"funder_award_id":"R01 EB017226","funder_id":"https://openalex.org/F4320337363","funder_display_name":"National Institute of Biomedical Imaging and Bioengineering"}],"funders":[{"id":"https://openalex.org/F4320327217","display_name":"Siemens Healthineers","ror":null},{"id":"https://openalex.org/F4320332161","display_name":"National Institutes of Health","ror":"https://ror.org/01cwqze88"},{"id":"https://openalex.org/F4320337363","display_name":"National Institute of Biomedical Imaging and Bioengineering","ror":"https://ror.org/00372qc85"}],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":13,"referenced_works":["https://openalex.org/W250076511","https://openalex.org/W1970991589","https://openalex.org/W1973884420","https://openalex.org/W1991055384","https://openalex.org/W2004477950","https://openalex.org/W2021005515","https://openalex.org/W2028911404","https://openalex.org/W2043193153","https://openalex.org/W2093476549","https://openalex.org/W2109206367","https://openalex.org/W2113094491","https://openalex.org/W2141104431","https://openalex.org/W2483704245"],"related_works":["https://openalex.org/W2015071354","https://openalex.org/W2047952491","https://openalex.org/W2062195871","https://openalex.org/W2073031339","https://openalex.org/W4391915433","https://openalex.org/W2061271245","https://openalex.org/W2365285804","https://openalex.org/W2604710047","https://openalex.org/W2620851791","https://openalex.org/W2144778520"],"abstract_inverted_index":{"PURPOSE:":[0],"In":[1],"image-guided":[2],"procedures,":[3],"image":[4,19,40,48,69,95,108,171,178,225],"acquisition":[5,276],"is":[6,54,227,248],"often":[7],"performed":[8],"primarily":[9],"for":[10,87,114,224,257,281],"the":[11,31,91,148,154,182,186,190,196,209,222,246,259],"task":[12],"of":[13,26,59,107,126,141,147,153,169,181,203,221,261,267,283],"geometrically":[14],"registering":[15],"information":[16],"from":[17],"another":[18],"dataset,":[20],"rather":[21],"than":[22],"detection":[23],"/":[24],"visualization":[25],"a":[27,35,79,105,242,255,265],"particular":[28,36],"feature.":[29],"While":[30,245],"ability":[32],"to":[33,47,66,72,120,164,174,185,198,241,274],"detect":[34],"feature":[37],"in":[38,139,250],"an":[39,55,127,200,228,235],"has":[41,63],"been":[42,64],"studied":[43],"extensively":[44],"with":[45,239],"respect":[46,240],"quality":[49,70,109],"characteristics":[50,71],"(noise,":[51],"resolution)":[52],"and":[53,97,118,166,177,205,216,233,270],"ongoing,":[56],"active":[57],"area":[58],"research,":[60],"comparatively":[61],"little":[62],"accomplished":[65],"relate":[67],"such":[68,78],"registration":[73,88,121,149,192,214,226,243,262],"performance.":[74],"METHODS:":[75],"To":[76],"establish":[77],"framework,":[80],"we":[81],"derived":[82],"Cramer-Rao":[83],"lower":[84],"bounds":[85],"(CRLB)":[86],"accuracy,":[89],"revealing":[90],"underlying":[92],"dependencies":[93],"on":[94],"variance":[96,162],"gradient":[98],"strength.":[99],"The":[100],"CRLB":[101,155,187,197,223,247],"was":[102,137],"analyzed":[103],"as":[104,264],"function":[106,266],"factors":[110],"(in":[111],"particular,":[112],"dose)":[113,280],"various":[115,132],"similarity":[116],"metrics":[117],"compared":[119],"accuracy":[122],"using":[123],"CT":[124],"images":[125],"anthropomorphic":[128],"head":[129],"phantom":[130],"at":[131],"simulated":[133],"dose":[134],"levels.":[135],"Performance":[136],"evaluated":[138],"terms":[140],"root":[142],"mean":[143],"square":[144],"error":[145],"(RMSE)":[146],"parameters.":[150],"RESULTS:":[151],"Analysis":[152,220],"shows":[156],"two":[157],"primary":[158],"dependencies:":[159],"1)":[160],"noise":[161,268],"(related":[163,173],"dose);":[165],"2)":[167],"sum":[168],"squared":[170],"gradients":[172],"spatial":[175],"resolution":[176],"content).":[179],"Comparison":[180],"measured":[183],"RMSE":[184,194],"showed":[188],"that":[189],"best":[191],"method,":[193],"achieved":[195],"within":[199],"efficiency":[201],"factor":[202],"0.21,":[204],"optimal":[206],"estimators":[207,263],"followed":[208],"predicted":[210],"inverse":[211],"proportionality":[212],"between":[213],"performance":[215,260],"radiation":[217],"dose.":[218],"CONCLUSIONS:":[219],"important":[229],"step":[230],"toward":[231],"understanding":[232],"evaluating":[234],"intraoperative":[236,284],"imaging":[237],"system":[238],"task.":[244],"optimistic":[249],"absolute":[251],"performance,":[252],"it":[253],"reveals":[254],"basis":[256],"relating":[258],"content":[269],"may":[271],"be":[272],"used":[273],"guide":[275],"parameter":[277],"selection":[278],"(e.g.,":[279],"purposes":[282],"registration.":[285]},"counts_by_year":[{"year":2022,"cited_by_count":1},{"year":2021,"cited_by_count":1},{"year":2020,"cited_by_count":3},{"year":2019,"cited_by_count":1},{"year":2018,"cited_by_count":3},{"year":2017,"cited_by_count":1}],"updated_date":"2026-07-14T23:27:15.235271","created_date":"2025-10-10T00:00:00"}
