{"id":"https://openalex.org/W2294892593","doi":"https://doi.org/10.1109/embc.2015.7319624","title":"Combining EPI and motion correction for fMRI human brain images with big motion","display_name":"Combining EPI and motion correction for fMRI human brain images with big motion","publication_year":2015,"publication_date":"2015-08-01","ids":{"openalex":"https://openalex.org/W2294892593","doi":"https://doi.org/10.1109/embc.2015.7319624","mag":"2294892593","pmid":"https://pubmed.ncbi.nlm.nih.gov/26737524"},"language":"en","primary_location":{"id":"doi:10.1109/embc.2015.7319624","is_oa":false,"landing_page_url":"https://doi.org/10.1109/embc.2015.7319624","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2015 37th 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/A5064390827","display_name":"Zhongkang Lu","orcid":"https://orcid.org/0000-0001-7379-3193"},"institutions":[{"id":"https://openalex.org/I3005327000","display_name":"Institute for Infocomm Research","ror":"https://ror.org/053rfa017","country_code":"SG","type":"facility","lineage":["https://openalex.org/I115228651","https://openalex.org/I3005327000","https://openalex.org/I91275662"]}],"countries":["SG"],"is_corresponding":false,"raw_author_name":"Zhongkang Lu","raw_affiliation_strings":["Institute for Infocomm Research, Technology and Research, Singapore"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Institute for Infocomm Research, Technology and Research, Singapore","institution_ids":["https://openalex.org/I3005327000"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5109401437","display_name":"Kok Soon Phua","orcid":null},"institutions":[{"id":"https://openalex.org/I3005327000","display_name":"Institute for Infocomm Research","ror":"https://ror.org/053rfa017","country_code":"SG","type":"facility","lineage":["https://openalex.org/I115228651","https://openalex.org/I3005327000","https://openalex.org/I91275662"]}],"countries":["SG"],"is_corresponding":false,"raw_author_name":"Kok Soon Phua","raw_affiliation_strings":["Institute for Infocomm Research, Technology and Research, Singapore"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Institute for Infocomm Research, Technology and Research, Singapore","institution_ids":["https://openalex.org/I3005327000"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5055657005","display_name":"Weimin Huang","orcid":"https://orcid.org/0000-0003-2556-6214"},"institutions":[{"id":"https://openalex.org/I3005327000","display_name":"Institute for Infocomm Research","ror":"https://ror.org/053rfa017","country_code":"SG","type":"facility","lineage":["https://openalex.org/I115228651","https://openalex.org/I3005327000","https://openalex.org/I91275662"]}],"countries":["SG"],"is_corresponding":false,"raw_author_name":"Weimin Huang","raw_affiliation_strings":["Institute for Infocomm Research, Technology and Research, Singapore"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Institute for Infocomm Research, Technology and Research, Singapore","institution_ids":["https://openalex.org/I3005327000"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5056900333","display_name":"Xin Hong","orcid":"https://orcid.org/0000-0002-9564-1366"},"institutions":[{"id":"https://openalex.org/I4210145138","display_name":"Singapore Bioimaging Consortium","ror":"https://ror.org/046rtjc87","country_code":"SG","type":"facility","lineage":["https://openalex.org/I115228651","https://openalex.org/I2801752549","https://openalex.org/I4210145138"]}],"countries":["SG"],"is_corresponding":false,"raw_author_name":"Xin Hong","raw_affiliation_strings":["Singapore Bioimaging Consortium, Technology and Research, Singapore"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Singapore Bioimaging Consortium, Technology and Research, Singapore","institution_ids":["https://openalex.org/I4210145138"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5089829042","display_name":"Fatima Nasrallah","orcid":"https://orcid.org/0000-0002-7385-9559"},"institutions":[{"id":"https://openalex.org/I165932596","display_name":"National University of Singapore","ror":"https://ror.org/01tgyzw49","country_code":"SG","type":"education","lineage":["https://openalex.org/I165932596"]}],"countries":["SG"],"is_corresponding":false,"raw_author_name":"Fatima Ali Nasrallah","raw_affiliation_strings":["Clinical Imaging Research Centre, National University of Singapore, Singapore"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Clinical Imaging Research Centre, National University of Singapore, Singapore","institution_ids":["https://openalex.org/I165932596"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5046766892","display_name":"Kai\u2010Hsiang Chuang","orcid":"https://orcid.org/0000-0002-8356-0657"},"institutions":[{"id":"https://openalex.org/I4210145138","display_name":"Singapore Bioimaging Consortium","ror":"https://ror.org/046rtjc87","country_code":"SG","type":"facility","lineage":["https://openalex.org/I115228651","https://openalex.org/I2801752549","https://openalex.org/I4210145138"]}],"countries":["SG"],"is_corresponding":false,"raw_author_name":"Kai-Hsiang Chuang","raw_affiliation_strings":["Singapore Bioimaging Consortium, Technology and Research, Singapore"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Singapore Bioimaging Consortium, Technology and Research, Singapore","institution_ids":["https://openalex.org/I4210145138"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5031778999","display_name":"Cuntai Guan","orcid":"https://orcid.org/0000-0002-0872-3276"},"institutions":[{"id":"https://openalex.org/I3005327000","display_name":"Institute for Infocomm Research","ror":"https://ror.org/053rfa017","country_code":"SG","type":"facility","lineage":["https://openalex.org/I115228651","https://openalex.org/I3005327000","https://openalex.org/I91275662"]}],"countries":["SG"],"is_corresponding":false,"raw_author_name":"Cuntai Guan","raw_affiliation_strings":["Institute for Infocomm Research, Technology and Research, Singapore"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Institute for Infocomm Research, Technology and Research, Singapore","institution_ids":["https://openalex.org/I3005327000"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":7,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":0.2775,"has_fulltext":false,"cited_by_count":1,"citation_normalized_percentile":{"value":0.65705785,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":94},"biblio":{"volume":"2015","issue":null,"first_page":"5449","last_page":"5452"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10378","display_name":"Advanced MRI Techniques and Applications","score":0.9998999834060669,"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/T10378","display_name":"Advanced MRI Techniques and Applications","score":0.9998999834060669,"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/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/T11304","display_name":"Advanced Neuroimaging Techniques and Applications","score":0.9991000294685364,"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/motion","display_name":"Motion (physics)","score":0.6964702606201172},{"id":"https://openalex.org/keywords/computer-vision","display_name":"Computer vision","score":0.6759227514266968},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.638369083404541},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6289911270141602},{"id":"https://openalex.org/keywords/human-motion","display_name":"Human motion","score":0.5475685000419617}],"concepts":[{"id":"https://openalex.org/C104114177","wikidata":"https://www.wikidata.org/wiki/Q79782","display_name":"Motion (physics)","level":2,"score":0.6964702606201172},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.6759227514266968},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.638369083404541},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6289911270141602},{"id":"https://openalex.org/C2986578859","wikidata":"https://www.wikidata.org/wiki/Q657632","display_name":"Human motion","level":3,"score":0.5475685000419617}],"mesh":[{"descriptor_ui":"D001921","descriptor_name":"Brain","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D001921","descriptor_name":"Brain","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D001921","descriptor_name":"Brain","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"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":"D007091","descriptor_name":"Image Processing, Computer-Assisted","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":false},{"descriptor_ui":"D007091","descriptor_name":"Image Processing, Computer-Assisted","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":false},{"descriptor_ui":"D007091","descriptor_name":"Image Processing, Computer-Assisted","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":false},{"descriptor_ui":"D016477","descriptor_name":"Artifacts","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D016477","descriptor_name":"Artifacts","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D016477","descriptor_name":"Artifacts","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D017352","descriptor_name":"Echo-Planar Imaging","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D017352","descriptor_name":"Echo-Planar Imaging","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D017352","descriptor_name":"Echo-Planar Imaging","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D019416","descriptor_name":"Head Movements","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D019416","descriptor_name":"Head Movements","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D019416","descriptor_name":"Head Movements","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D059906","descriptor_name":"Neuroimaging","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D059906","descriptor_name":"Neuroimaging","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D059906","descriptor_name":"Neuroimaging","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false}],"locations_count":3,"locations":[{"id":"doi:10.1109/embc.2015.7319624","is_oa":false,"landing_page_url":"https://doi.org/10.1109/embc.2015.7319624","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2015 37th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC)","raw_type":"proceedings-article"},{"id":"pmid:26737524","is_oa":false,"landing_page_url":"https://pubmed.ncbi.nlm.nih.gov/26737524","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},{"id":"pmh:oai:espace.library.uq.edu.au:UQ:620755","is_oa":false,"landing_page_url":null,"pdf_url":null,"source":{"id":"https://openalex.org/S4306402388","display_name":"Queensland's institutional digital repository (The University of Queensland)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I165143802","host_organization_name":"The University of Queensland","host_organization_lineage":["https://openalex.org/I165143802"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":"Conference Paper"}],"best_oa_location":null,"sustainable_development_goals":[{"display_name":"Peace, Justice and strong institutions","score":0.6800000071525574,"id":"https://metadata.un.org/sdg/16"}],"awards":[],"funders":[{"id":"https://openalex.org/F4320334971","display_name":"Science and Engineering Research Council","ror":"https://ror.org/00zgdb249"}],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":17,"referenced_works":["https://openalex.org/W1585397557","https://openalex.org/W1966744013","https://openalex.org/W1984453610","https://openalex.org/W1994486765","https://openalex.org/W2006096283","https://openalex.org/W2052644075","https://openalex.org/W2054260307","https://openalex.org/W2063237661","https://openalex.org/W2065011293","https://openalex.org/W2071881327","https://openalex.org/W2074000411","https://openalex.org/W2098661447","https://openalex.org/W2114018515","https://openalex.org/W2136573752","https://openalex.org/W2151036704","https://openalex.org/W2170966360","https://openalex.org/W4235770099"],"related_works":["https://openalex.org/W2058170566","https://openalex.org/W2772917594","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","https://openalex.org/W2775347418"],"abstract_inverted_index":{"Motion":[0],"correction":[1,117,138,141,187,202,225],"is":[2,14,26,109,147,151,170,181,220],"an":[3],"important":[4],"component":[5],"in":[6,17,46,87],"fMRI":[7,47,76,162,233],"brain":[8,33,235],"image":[9,166,180],"analysis.":[10],"Linear":[11],"registration":[12],"technique":[13,41,133],"mostly":[15],"used":[16],"the":[18,22,60,79,82,97,107,127,144,184,207,211,222,228,232],"process":[19,198],"based":[20,121],"on":[21,92,122],"assumption":[23],"that":[24,134],"there":[25],"not":[27],"any":[28],"shape":[29,67],"changes":[30],"of":[31],"human":[32,234],"during":[34],"imaging":[35,39,48],"process.":[36],"Echo":[37],"planar":[38],"(EPI)":[40],"has":[42,89,214,227],"been":[43],"widely":[44],"adapted":[45],"to":[49,59,102,142,154,175,230],"shorten":[50],"encoding":[51],"duration":[52],"and":[53,69,139,203],"increase":[54],"temporal":[55],"resolution.":[56],"However,":[57],"due":[58],"magnetic":[61,93],"field":[62,94],"inhomogeneity":[63],"caused":[64],"by":[65,78,191],"tissues,":[66],"distortion":[68,137],"signal":[70],"intensity":[71],"lose":[72],"are":[73,100,120],"brought":[74],"into":[75],"images":[77,236],"technique.":[80],"On":[81],"other":[83],"hand,":[84],"subject's":[85],"pose":[86],"scanner":[88],"a":[90,112,132,160],"effect":[91],"inhomogeneity,":[95],"so":[96],"EPI":[98,136],"distortions":[99],"subject":[101],"head":[103],"movement,":[104],"especially":[105],"when":[106],"movement":[108],"big.":[110],"As":[111],"result,":[113],"most":[114],"current":[115],"motion":[116,140,169,201],"techniques,":[118],"which":[119],"rigid":[123],"registration,":[124],"cannot":[125],"handle":[126,143,231],"problem.":[128],"In":[129],"this":[130],"paper,":[131],"combines":[135],"above-mentioned":[145],"problem":[146],"proposed.":[148],"Since":[149],"it":[150],"almost":[152],"impossible":[153],"obtain":[155],"ground":[156],"truth":[157],"at":[158],"present,":[159],"task-related":[161],"BOLD":[163],"time":[164],"course":[165],"with":[167,183,196,199,237],"big":[168,238],"selected":[171],"as":[172],"experimental":[173,208],"material":[174],"test":[176],"its":[177],"performance.":[178],"The":[179],"pre-processed":[182],"proposed":[185,212,223],"EPI-motion":[186,224],"scheme":[188,226],"then":[189],"analyzed":[190],"FSL":[192,204],"feat":[193,205],"tool.":[194],"Compared":[195],"another":[197],"only":[200],"analysis,":[206],"result":[209],"using":[210],"method":[213],"no":[215],"false":[216],"activation":[217],"detection.":[218],"It":[219],"suggested":[221],"ability":[229],"motion.":[239]},"counts_by_year":[{"year":2016,"cited_by_count":1}],"updated_date":"2026-06-11T09:08:48.828518","created_date":"2025-10-10T00:00:00"}