{"id":"https://openalex.org/W2068225060","doi":"https://doi.org/10.1109/prni.2014.6858529","title":"Correlation bundle statistics in fMRI data","display_name":"Correlation bundle statistics in fMRI data","publication_year":2014,"publication_date":"2014-06-01","ids":{"openalex":"https://openalex.org/W2068225060","doi":"https://doi.org/10.1109/prni.2014.6858529","mag":"2068225060"},"language":"en","primary_location":{"id":"doi:10.1109/prni.2014.6858529","is_oa":false,"landing_page_url":"https://doi.org/10.1109/prni.2014.6858529","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2014 International Workshop on Pattern Recognition in Neuroimaging","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/A5057758584","display_name":"Gabriele Lohmann","orcid":"https://orcid.org/0000-0002-5922-9016"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Gabriele Lohmann","raw_affiliation_strings":["University Hospital T\u00fcbingen Biomedical Magnetic Resonance, Germany"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University Hospital T\u00fcbingen Biomedical Magnetic Resonance, Germany","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5032554408","display_name":"Johannes Stelzer","orcid":"https://orcid.org/0009-0000-6089-7890"},"institutions":[{"id":"https://openalex.org/I2802567020","display_name":"Copenhagen University Hospital","ror":"https://ror.org/05bpbnx46","country_code":"DK","type":"healthcare","lineage":["https://openalex.org/I2802567020"]}],"countries":["DK"],"is_corresponding":false,"raw_author_name":"Johannes Stelzer","raw_affiliation_strings":["Danish Research Centre for Magnetic Resonance, University Hospital Copenhagen, Denmark"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Danish Research Centre for Magnetic Resonance, University Hospital Copenhagen, Denmark","institution_ids":["https://openalex.org/I2802567020"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5022150335","display_name":"Verena Zuber","orcid":"https://orcid.org/0000-0001-9827-1877"},"institutions":[{"id":"https://openalex.org/I184942183","display_name":"University of Oslo","ror":"https://ror.org/01xtthb56","country_code":"NO","type":"education","lineage":["https://openalex.org/I184942183"]}],"countries":["NO"],"is_corresponding":false,"raw_author_name":"Verena Zuber","raw_affiliation_strings":["University of Oslo, Norway","University of Oslo , Norway"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University of Oslo, Norway","institution_ids":["https://openalex.org/I184942183"]},{"raw_affiliation_string":"University of Oslo , Norway","institution_ids":["https://openalex.org/I184942183"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5067466785","display_name":"Tilo Buschmann","orcid":null},"institutions":[{"id":"https://openalex.org/I4210145647","display_name":"Fraunhofer Institute for Cell Therapy and Immunology","ror":"https://ror.org/04x45f476","country_code":"DE","type":"facility","lineage":["https://openalex.org/I4210145647","https://openalex.org/I4923324"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Tilo Buschmann","raw_affiliation_strings":["Fraunhofer Institute for Cell Therapy and Immunology, Leipzig, Germany","Fraunhofer Institute for Cell Therapy and Immunology; Leipzig, Germany"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Fraunhofer Institute for Cell Therapy and Immunology, Leipzig, Germany","institution_ids":["https://openalex.org/I4210145647"]},{"raw_affiliation_string":"Fraunhofer Institute for Cell Therapy and Immunology; Leipzig, Germany","institution_ids":["https://openalex.org/I4210145647"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5080502793","display_name":"Michael Erb","orcid":"https://orcid.org/0000-0002-9311-4693"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Michael Erb","raw_affiliation_strings":["University Hospital T\u00fcbingen Biomedical Magnetic Resonance, Germany"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University Hospital T\u00fcbingen Biomedical Magnetic Resonance, Germany","institution_ids":[]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5036553087","display_name":"Klaus Scheffler","orcid":"https://orcid.org/0000-0001-6316-8773"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Klaus Scheffler","raw_affiliation_strings":["University Hospital T\u00fcbingen Biomedical Magnetic Resonance, Germany"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University Hospital T\u00fcbingen Biomedical Magnetic Resonance, Germany","institution_ids":[]}]}],"institutions":[],"countries_distinct_count":3,"institutions_distinct_count":3,"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":0.11881275,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":"79","issue":null,"first_page":"1","last_page":"4"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10241","display_name":"Functional Brain Connectivity Studies","score":0.9998999834060669,"subfield":{"id":"https://openalex.org/subfields/2805","display_name":"Cognitive Neuroscience"},"field":{"id":"https://openalex.org/fields/28","display_name":"Neuroscience"},"domain":{"id":"https://openalex.org/domains/1","display_name":"Life Sciences"}},"topics":[{"id":"https://openalex.org/T10241","display_name":"Functional Brain Connectivity Studies","score":0.9998999834060669,"subfield":{"id":"https://openalex.org/subfields/2805","display_name":"Cognitive Neuroscience"},"field":{"id":"https://openalex.org/fields/28","display_name":"Neuroscience"},"domain":{"id":"https://openalex.org/domains/1","display_name":"Life Sciences"}},{"id":"https://openalex.org/T11304","display_name":"Advanced Neuroimaging 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/T10378","display_name":"Advanced MRI Techniques and Applications","score":0.9988999962806702,"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/correlation","display_name":"Correlation","score":0.687824547290802},{"id":"https://openalex.org/keywords/bundle","display_name":"Bundle","score":0.6854677200317383},{"id":"https://openalex.org/keywords/voxel","display_name":"Voxel","score":0.6798619627952576},{"id":"https://openalex.org/keywords/smoothing","display_name":"Smoothing","score":0.6262786388397217},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.5689563751220703},{"id":"https://openalex.org/keywords/statistical-inference","display_name":"Statistical inference","score":0.5639901161193848},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.5443699955940247},{"id":"https://openalex.org/keywords/set","display_name":"Set (abstract data type)","score":0.5423948764801025},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.5141487717628479},{"id":"https://openalex.org/keywords/inference","display_name":"Inference","score":0.49424222111701965},{"id":"https://openalex.org/keywords/data-set","display_name":"Data set","score":0.47409069538116455},{"id":"https://openalex.org/keywords/statistics","display_name":"Statistics","score":0.3073330521583557},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.2541828751564026},{"id":"https://openalex.org/keywords/computer-vision","display_name":"Computer vision","score":0.14652901887893677}],"concepts":[{"id":"https://openalex.org/C117220453","wikidata":"https://www.wikidata.org/wiki/Q5172842","display_name":"Correlation","level":2,"score":0.687824547290802},{"id":"https://openalex.org/C2778134712","wikidata":"https://www.wikidata.org/wiki/Q1047307","display_name":"Bundle","level":2,"score":0.6854677200317383},{"id":"https://openalex.org/C54170458","wikidata":"https://www.wikidata.org/wiki/Q663554","display_name":"Voxel","level":2,"score":0.6798619627952576},{"id":"https://openalex.org/C3770464","wikidata":"https://www.wikidata.org/wiki/Q775963","display_name":"Smoothing","level":2,"score":0.6262786388397217},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5689563751220703},{"id":"https://openalex.org/C134261354","wikidata":"https://www.wikidata.org/wiki/Q938438","display_name":"Statistical inference","level":2,"score":0.5639901161193848},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.5443699955940247},{"id":"https://openalex.org/C177264268","wikidata":"https://www.wikidata.org/wiki/Q1514741","display_name":"Set (abstract data type)","level":2,"score":0.5423948764801025},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.5141487717628479},{"id":"https://openalex.org/C2776214188","wikidata":"https://www.wikidata.org/wiki/Q408386","display_name":"Inference","level":2,"score":0.49424222111701965},{"id":"https://openalex.org/C58489278","wikidata":"https://www.wikidata.org/wiki/Q1172284","display_name":"Data set","level":2,"score":0.47409069538116455},{"id":"https://openalex.org/C105795698","wikidata":"https://www.wikidata.org/wiki/Q12483","display_name":"Statistics","level":1,"score":0.3073330521583557},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.2541828751564026},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.14652901887893677},{"id":"https://openalex.org/C2524010","wikidata":"https://www.wikidata.org/wiki/Q8087","display_name":"Geometry","level":1,"score":0.0},{"id":"https://openalex.org/C159985019","wikidata":"https://www.wikidata.org/wiki/Q181790","display_name":"Composite material","level":1,"score":0.0},{"id":"https://openalex.org/C192562407","wikidata":"https://www.wikidata.org/wiki/Q228736","display_name":"Materials science","level":0,"score":0.0},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.0}],"mesh":[],"locations_count":3,"locations":[{"id":"doi:10.1109/prni.2014.6858529","is_oa":false,"landing_page_url":"https://doi.org/10.1109/prni.2014.6858529","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2014 International Workshop on Pattern Recognition in Neuroimaging","raw_type":"proceedings-article"},{"id":"pmh:oai:escidoc.org:escidoc:2160902","is_oa":false,"landing_page_url":"http://hdl.handle.net/11858/00-001M-0000-0027-809C-3","pdf_url":null,"source":{"id":"https://openalex.org/S7407052962","display_name":"Max Planck Digital Library","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":"info:eu-repo/semantics/conferenceObject"},{"id":"pmh:oai:publica.fraunhofer.de:publica/387525","is_oa":false,"landing_page_url":"https://publica.fraunhofer.de/handle/publica/387525","pdf_url":null,"source":{"id":"https://openalex.org/S4306400318","display_name":"Fraunhofer-Publica (Fraunhofer-Gesellschaft)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I4923324","host_organization_name":"Fraunhofer-Gesellschaft","host_organization_lineage":["https://openalex.org/I4923324"],"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":"conference paper"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":15,"referenced_works":["https://openalex.org/W1987599891","https://openalex.org/W2009660843","https://openalex.org/W2049131636","https://openalex.org/W2058046532","https://openalex.org/W2075813831","https://openalex.org/W2087880221","https://openalex.org/W2091627922","https://openalex.org/W2110065044","https://openalex.org/W2114809469","https://openalex.org/W2122169399","https://openalex.org/W2126838454","https://openalex.org/W2144351977","https://openalex.org/W2156372649","https://openalex.org/W2167415089","https://openalex.org/W3103154150"],"related_works":["https://openalex.org/W3027020613","https://openalex.org/W1978572805","https://openalex.org/W2016533837","https://openalex.org/W2383807498","https://openalex.org/W1997992934","https://openalex.org/W1987225439","https://openalex.org/W4238188170","https://openalex.org/W3167885074","https://openalex.org/W2892386716","https://openalex.org/W4306164210"],"abstract_inverted_index":{"Traditionally":[0],"fMRI":[1,116],"data":[2,128],"analysis":[3,140],"aims":[4],"at":[5],"identifying":[6],"brain":[7,24,50,148],"areas":[8,51],"in":[9,65],"which":[10],"the":[11,14,23,38,68,74,127],"amplitude":[12],"of":[13,40,70,76,126,137,145,154],"BOLD":[15],"signal":[16],"responds":[17],"to":[18,62,83,91,111,115,160],"experimental":[19,166],"stimulations.":[20],"However,":[21],"since":[22],"acts":[25],"as":[26,79,99],"a":[27,59,80,122,138,143,152],"network,":[28],"we":[29,57],"would":[30],"expect":[31],"differential":[32],"effects":[33],"on":[34],"network":[35,54],"topology.":[36],"Therefore,":[37],"target":[39],"statistical":[41],"inference":[42,96],"should":[43],"not":[44,120,142],"only":[45],"be":[46,161],"individual":[47],"voxels":[48,146],"or":[49,124,147],"but":[52,150],"rather":[53,151],"connections.":[55],"Here":[56],"introduce":[58],"new":[60],"approach":[61,72,104],"correlation-based":[63,113],"statistics":[64,107],"fMRI.":[66],"At":[67],"heart":[69],"our":[71],"is":[73,133,141],"concept":[75],"correlation":[77,105,155],"bundles":[78,93,156],"functional":[81],"analogy":[82],"anatomical":[84,131],"fibre":[85],"bundles.":[86],"Statistical":[87],"tests":[88],"are":[89,158],"applied":[90],"these":[92],"using":[94],"large-scale":[95],"methods":[97],"such":[98],"FDR.":[100],"We":[101],"call":[102],"this":[103],"bundle":[106],"(CBS).":[108],"In":[109],"contrast":[110],"previous":[112],"approaches":[114],"statistics,":[117],"CBS":[118,139],"does":[119],"require":[121],"presegmentation":[123],"smoothing":[125],"so":[129],"that":[130,157],"specificity":[132],"preserved.":[134],"The":[135],"result":[136],"set":[144,153],"regions":[149],"found":[159],"significantly":[162],"affected":[163],"by":[164],"some":[165],"manipulation.":[167]},"counts_by_year":[],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
