{"id":"https://openalex.org/W2099649882","doi":"https://doi.org/10.1504/ijmei.2009.022646","title":"A new statistically-constrained deformable registration framework for MR brain images","display_name":"A new statistically-constrained deformable registration framework for MR brain images","publication_year":2009,"publication_date":"2009-01-01","ids":{"openalex":"https://openalex.org/W2099649882","doi":"https://doi.org/10.1504/ijmei.2009.022646","mag":"2099649882","pmid":"https://pubmed.ncbi.nlm.nih.gov/20011232","pmcid":"https://www.ncbi.nlm.nih.gov/pmc/articles/2792917"},"language":"en","primary_location":{"id":"doi:10.1504/ijmei.2009.022646","doi":"https://doi.org/10.1504/ijmei.2009.022646","is_oa":false,"landing_page_url":"https://doi.org/10.1504/ijmei.2009.022646","pdf_url":null,"source":{"id":"https://openalex.org/S152520907","display_name":"International Journal of Medical Engineering and Informatics","issn_l":"1755-0653","issn":["1755-0653","1755-0661"],"is_oa":false,"is_in_doaj":false,"is_core":true,"listed_in":["cwts-core","doyens","jufo-1","poland-20","russia-white-list-4"],"host_organization":"https://openalex.org/P4310317825","host_organization_name":"Inderscience Publishers","host_organization_lineage":["https://openalex.org/P4310317825"],"host_organization_lineage_names":["Inderscience Publishers"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"International Journal of Medical Engineering and Informatics","raw_type":"journal-article"},"volume":null,"type":"article","indexed_in":["crossref","pubmed"],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"https://www.ncbi.nlm.nih.gov/pmc/articles/2792917","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5100768668","display_name":"Zhong Xue","orcid":"https://orcid.org/0000-0003-3207-0890","observed_orcids":["https://orcid.org/0000-0003-3207-0890","https://orcid.org/0000-0003-0750-1740"]},"institutions":[{"id":"https://openalex.org/I205783295","display_name":"Cornell University","ror":"https://ror.org/05bnh6r87","country_code":"US","type":"education","lineage":["https://openalex.org/I205783295"]},{"id":"https://openalex.org/I4405286254","display_name":"Houston Methodist Research Institute","ror":"https://ror.org/01mcrxx35","country_code":"US","type":"nonprofit","lineage":["https://openalex.org/I1295876152","https://openalex.org/I4405286254"]}],"countries":["US"],"is_corresponding":true,"raw_author_name":"Zhong Xue","raw_affiliation_strings":["The Center for Biotechnology and Informatics, The Methodist Hospital Research Institute, Weill Medical College of Cornell University, Houston, Texas, USA, zxue@tmhs.org","The Center for Biotechnology and Informatics, The Methodist Hospital Research Institute, Weill Medical College of Cornell University, Houston, Texas, USA,"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"The Center for Biotechnology and Informatics, The Methodist Hospital Research Institute, Weill Medical College of Cornell University, Houston, Texas, USA, zxue@tmhs.org","institution_ids":["https://openalex.org/I205783295","https://openalex.org/I4405286254"]},{"raw_affiliation_string":"The Center for Biotechnology and Informatics, The Methodist Hospital Research Institute, Weill Medical College of Cornell University, Houston, Texas, USA,","institution_ids":["https://openalex.org/I205783295","https://openalex.org/I4405286254"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5000937401","display_name":"Dinggang G. Shen","orcid":"https://orcid.org/0000-0002-7934-5698","observed_orcids":["https://orcid.org/0000-0002-7934-5698","https://orcid.org/0000-0001-8350-6581","https://orcid.org/0000-0002-5567-3339"]},"institutions":[{"id":"https://openalex.org/I114027177","display_name":"University of North Carolina at Chapel Hill","ror":"https://ror.org/0130frc33","country_code":"US","type":"education","lineage":["https://openalex.org/I114027177"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Dinggang Shen","raw_affiliation_strings":["Department of Radiology and Biomedical Research Imaging Center, University of North Carolina, Chapel Hill, North Carolina, USA","University of North Carolina at Chapel Hill"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Radiology and Biomedical Research Imaging Center, University of North Carolina, Chapel Hill, North Carolina, USA","institution_ids":["https://openalex.org/I114027177"]},{"raw_affiliation_string":"University of North Carolina at Chapel Hill","institution_ids":["https://openalex.org/I114027177"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5100768668"],"corresponding_institution_ids":["https://openalex.org/I205783295","https://openalex.org/I4405286254"],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":2,"citation_normalized_percentile":{"value":0.18725706,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":94},"biblio":{"volume":"1","issue":"3","first_page":"357","last_page":"357"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10052","display_name":"Medical Image Segmentation Techniques","score":1.0,"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":1.0,"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/T10378","display_name":"Advanced MRI Techniques and Applications","score":0.0,"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/T12702","display_name":"Brain Tumor Detection and Classification","score":0.0,"subfield":{"id":"https://openalex.org/subfields/2808","display_name":"Neurology"},"field":{"id":"https://openalex.org/fields/28","display_name":"Neuroscience"},"domain":{"id":"https://openalex.org/domains/1","display_name":"Life Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/deformable-image-registration","display_name":"deformable image registration","score":0.8730000257492065},{"id":"https://openalex.org/keywords/mr-brain-images","display_name":"MR brain images","score":0.906000018119812},{"id":"https://openalex.org/keywords/local-optima-avoidance","display_name":"local optima avoidance","score":0.7519999742507935},{"id":"https://openalex.org/keywords/registration-robustness","display_name":"registration robustness","score":0.6330000162124634}],"concepts":[{"id":"https://openalex.org/C166704113","wikidata":"https://www.wikidata.org/wiki/Q861092","display_name":"Image registration","level":3,"score":0.8439080715179443},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.7973835468292236},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.741585910320282},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.6589221954345703},{"id":"https://openalex.org/C63479239","wikidata":"https://www.wikidata.org/wiki/Q7353546","display_name":"Robustness (evolution)","level":3,"score":0.633172869682312},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.47589004039764404},{"id":"https://openalex.org/C107673813","wikidata":"https://www.wikidata.org/wiki/Q812534","display_name":"Bayesian probability","level":2,"score":0.4451945722103119},{"id":"https://openalex.org/C115961682","wikidata":"https://www.wikidata.org/wiki/Q860623","display_name":"Image (mathematics)","level":2,"score":0.44494205713272095},{"id":"https://openalex.org/C55493867","wikidata":"https://www.wikidata.org/wiki/Q7094","display_name":"Biochemistry","level":1,"score":0.0},{"id":"https://openalex.org/C185592680","wikidata":"https://www.wikidata.org/wiki/Q2329","display_name":"Chemistry","level":0,"score":0.0},{"id":"https://openalex.org/C104317684","wikidata":"https://www.wikidata.org/wiki/Q7187","display_name":"Gene","level":2,"score":0.0}],"mesh":[],"locations_count":4,"locations":[{"id":"doi:10.1504/ijmei.2009.022646","doi":"https://doi.org/10.1504/ijmei.2009.022646","is_oa":false,"landing_page_url":"https://doi.org/10.1504/ijmei.2009.022646","pdf_url":null,"source":{"id":"https://openalex.org/S152520907","display_name":"International Journal of Medical Engineering and Informatics","issn_l":"1755-0653","issn":["1755-0653","1755-0661"],"is_oa":false,"is_in_doaj":false,"is_core":true,"listed_in":["cwts-core","doyens","jufo-1","poland-20","russia-white-list-4"],"host_organization":"https://openalex.org/P4310317825","host_organization_name":"Inderscience Publishers","host_organization_lineage":["https://openalex.org/P4310317825"],"host_organization_lineage_names":["Inderscience Publishers"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"International Journal of Medical Engineering and Informatics","raw_type":"journal-article"},{"id":"pmid:20011232","doi":null,"is_oa":false,"landing_page_url":"https://pubmed.ncbi.nlm.nih.gov/20011232","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,"listed_in":[],"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":"International journal of medical engineering and informatics","raw_type":"Journal Article"},{"id":"pmh:oai:pubmedcentral.nih.gov:2792917","doi":null,"is_oa":true,"landing_page_url":"https://www.ncbi.nlm.nih.gov/pmc/articles/2792917","pdf_url":null,"source":{"id":"https://openalex.org/S2764455111","display_name":"PubMed Central","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"listed_in":[],"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":"acceptedVersion","is_accepted":true,"is_published":false,"raw_source_name":"Int J Med Eng Inform","raw_type":"Text"},{"id":"pmh:oai:CiteSeerX.psu:10.1.1.408.111","doi":null,"is_oa":false,"landing_page_url":"http://citeseerx.ist.psu.edu/viewdoc/summary?doi=10.1.1.408.111","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"http://www.med.unc.edu/bric/ideagroup/Publications/articles/ijmei_zxue-Vfinal.pdf","raw_type":"text"}],"best_oa_location":{"id":"pmh:oai:pubmedcentral.nih.gov:2792917","doi":null,"is_oa":true,"landing_page_url":"https://www.ncbi.nlm.nih.gov/pmc/articles/2792917","pdf_url":null,"source":{"id":"https://openalex.org/S2764455111","display_name":"PubMed Central","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"listed_in":[],"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":"acceptedVersion","is_accepted":true,"is_published":false,"raw_source_name":"Int J Med Eng Inform","raw_type":"Text"},"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/3","display_name":"Good health and well-being","score":0.504800021648407}],"study_designs":[],"awards":[{"id":"https://openalex.org/G4118022948","display_name":"Continued Development of HAMMER Algorithm for Fast Registration","funder_award_id":"R03EB008760","funder_id":"https://openalex.org/F4320337363","funder_display_name":"National Institute of Biomedical Imaging and Bioengineering"},{"id":"https://openalex.org/G7248897","display_name":"Development of Robust Brain Measurement Tools Informed by Ultrahigh Field 7T MRI","funder_award_id":"R01EB006733","funder_id":"https://openalex.org/F4320337363","funder_display_name":"National Institute of Biomedical Imaging and Bioengineering"},{"id":"https://openalex.org/G8273115425","display_name":"AFINITI - An Augmented System for Neuroimaging Followup","funder_award_id":"G08LM008937","funder_id":"https://openalex.org/F4320337372","funder_display_name":"U.S. National Library of Medicine"}],"funders":[{"id":"https://openalex.org/F4320337363","display_name":"National Institute of Biomedical Imaging and Bioengineering","ror":"https://ror.org/00372qc85"},{"id":"https://openalex.org/F4320337372","display_name":"U.S. National Library of Medicine","ror":"https://ror.org/0060t0j89"}],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":16,"referenced_works":["https://openalex.org/W1995004864","https://openalex.org/W1995772049","https://openalex.org/W1998710995","https://openalex.org/W2014364779","https://openalex.org/W2038952578","https://openalex.org/W2097409034","https://openalex.org/W2098979973","https://openalex.org/W2107297021","https://openalex.org/W2112282447","https://openalex.org/W2113576511","https://openalex.org/W2115755118","https://openalex.org/W2146497006","https://openalex.org/W2148444276","https://openalex.org/W2156447271","https://openalex.org/W2722851397","https://openalex.org/W4247490877"],"related_works":["https://openalex.org/W2169332386","https://openalex.org/W2129525068","https://openalex.org/W7100579151","https://openalex.org/W2807352258","https://openalex.org/W2802430858","https://openalex.org/W2162430695","https://openalex.org/W2053071683","https://openalex.org/W1541996057","https://openalex.org/W1983590266","https://openalex.org/W1995772049"],"abstract_inverted_index":{"Statistical":[0],"models":[1],"of":[2,8,17],"deformations":[3,9],"(SMD)":[4],"capture":[5],"the":[6,11,26,45,51,68,71,75,83,88,93,102,106,125,135,147],"variability":[7],"from":[10],"template":[12,55,85,95],"image":[13,56,86,96],"onto":[14],"a":[15,40],"group":[16],"sample":[18],"images":[19],"and":[20,35,74,105,111,144],"can":[21],"be":[22,118],"used":[23],"to":[24,31,43,81,101,117],"constrain":[25,44],"traditional":[27,46,76],"deformable":[28,47,77,127,138],"registration":[29,48,72,78,128,139],"algorithms":[30],"improve":[32],"their":[33],"robustness":[34],"accuracy.":[36],"This":[37],"paper":[38],"employs":[39],"wavelet-PCA-based":[41],"SMD":[42,69],"based":[49,66],"on":[50,67],"Bayesian":[52],"framework.":[53,131],"The":[54],"is":[57,79,97,108,114,141],"adaptively":[58],"warped":[59],"by":[60],"an":[61],"intermediate":[62,84,94],"deformation":[63,107],"field":[64],"generated":[65],"during":[70],"procedure,":[73],"performed":[80],"register":[82],"with":[87],"input":[89],"subject":[90,103],"image.":[91],"Since":[92],"much":[98],"more":[99,142],"similar":[100],"image,":[104],"relatively":[109],"small":[110],"local,":[112],"it":[113],"less":[115],"likely":[116],"stuck":[119],"into":[120],"undesired":[121],"local":[122],"minimum":[123],"using":[124],"same":[126],"in":[129],"this":[130],"Experiments":[132],"show":[133],"that":[134],"proposed":[136],"statistically-constrained":[137],"framework":[140],"robust":[143],"accurate":[145],"than":[146],"conventional":[148],"registration.":[149]},"counts_by_year":[{"year":2014,"cited_by_count":1},{"year":2013,"cited_by_count":1}],"updated_date":"2026-11-01T11:40:01.658920","created_date":"2016-06-24T00:00:00"}