{"id":"https://openalex.org/W73079151","doi":null,"title":"Multimodal Integration: fMRI, MRI, EEG, MEG","display_name":"Multimodal Integration: fMRI, MRI, EEG, MEG","publication_year":2005,"publication_date":"2005-01-01","ids":{"openalex":"https://openalex.org/W73079151","mag":"73079151"},"language":"en","primary_location":{"id":"pmh:oai:mural.maynoothuniversity.ie:562","doi":null,"is_oa":false,"landing_page_url":"https://mural.maynoothuniversity.ie/id/eprint/562/1/Magnetic.pdf","pdf_url":"https://mural.maynoothuniversity.ie/id/eprint/562/1/Magnetic.pdf","source":{"id":"https://openalex.org/S4306401432","display_name":"Maynooth University ePrints and eTheses Archive (Maynooth University)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":"https://openalex.org/I157286207","host_organization_name":"National University of Ireland, Maynooth","host_organization_lineage":["https://openalex.org/I157286207"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"acceptedVersion","is_accepted":true,"is_published":false,"raw_source_name":null,"raw_type":"Book Section"},"volume":null,"type":"book-chapter","indexed_in":[],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"http://eprints.maynoothuniversity.ie/562/1/Magnetic.pdf","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5074058957","display_name":"Yaroslav O. Halchenko","orcid":"https://orcid.org/0000-0003-3456-2493","observed_orcids":["https://orcid.org/0000-0003-3456-2493"]},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Yaroslav O. Halchenko","raw_affiliation_strings":[],"raw_orcid":"https://orcid.org/0000-0003-3456-2493","affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5007158484","display_name":"Stephen Jos\u00e9 Hanson","orcid":"https://orcid.org/0000-0003-1985-2054","observed_orcids":["https://orcid.org/0000-0003-1985-2054"]},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Stephen Jos\u00e9 Hanson","raw_affiliation_strings":[],"raw_orcid":"https://orcid.org/0000-0003-1985-2054","affiliations":[]},{"author_position":"last","author":{"id":"https://openalex.org/A5009984528","display_name":"Barak A. Pearlmutter","orcid":"https://orcid.org/0000-0003-0521-4553","observed_orcids":["https://orcid.org/0000-0003-0521-4553"]},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Barak A. Pearlmutter","raw_affiliation_strings":[],"raw_orcid":"https://orcid.org/0000-0003-0521-4553","affiliations":[]}],"institutions":[],"countries_distinct_count":0,"institutions_distinct_count":0,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":1.134,"has_fulltext":true,"cited_by_count":14,"citation_normalized_percentile":{"value":0.79360465,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":98},"biblio":{"volume":null,"issue":null,"first_page":null,"last_page":null},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10429","display_name":"EEG and Brain-Computer Interfaces","score":0.6523000001907349,"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/T10429","display_name":"EEG and Brain-Computer Interfaces","score":0.6523000001907349,"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/T10378","display_name":"Advanced MRI Techniques and Applications","score":0.06159999966621399,"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/T11659","display_name":"Advanced Image Fusion Techniques","score":0.03310000151395798,"subfield":{"id":"https://openalex.org/subfields/2214","display_name":"Media Technology"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/multimodal-integration","display_name":"multimodal integration","score":0.7419999837875366},{"id":"https://openalex.org/keywords/fmri","display_name":"functional MRI","score":0.7490000128746033},{"id":"https://openalex.org/keywords/electroencephalography","display_name":"EEG","score":0.9679999947547913},{"id":"https://openalex.org/keywords/meg","display_name":"MEG","score":0.9890000224113464},{"id":"https://openalex.org/keywords/signal-fusion","display_name":"signal fusion","score":0.7329999804496765},{"id":"https://openalex.org/keywords/source-localization","display_name":"source localization","score":0.9039999842643738},{"id":"https://openalex.org/keywords/beamforming","display_name":"beamforming","score":0.9829999804496765},{"id":"https://openalex.org/keywords/bayesian-analysis","display_name":"Bayesian analysis","score":0.8799999952316284},{"id":"https://openalex.org/keywords/bold-signal","display_name":"BOLD signal","score":0.8059999942779541},{"id":"https://openalex.org/keywords/correlation-analysis","display_name":"correlation analysis","score":0.7689999938011169},{"id":"https://openalex.org/keywords/decomposition-method","display_name":"decomposition method","score":0.5519999861717224}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6785443425178528},{"id":"https://openalex.org/C522805319","wikidata":"https://www.wikidata.org/wiki/Q179965","display_name":"Electroencephalography","level":2,"score":0.5644565224647522},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.5315021872520447},{"id":"https://openalex.org/C192209626","wikidata":"https://www.wikidata.org/wiki/Q190909","display_name":"Focus (optics)","level":2,"score":0.4596061706542969},{"id":"https://openalex.org/C2779843651","wikidata":"https://www.wikidata.org/wiki/Q7390335","display_name":"SIGNAL (programming language)","level":2,"score":0.4367946982383728},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.38734152913093567},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.35611772537231445},{"id":"https://openalex.org/C169760540","wikidata":"https://www.wikidata.org/wiki/Q207011","display_name":"Neuroscience","level":1,"score":0.1976659595966339},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.17044922709465027},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.0},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.0},{"id":"https://openalex.org/C120665830","wikidata":"https://www.wikidata.org/wiki/Q14620","display_name":"Optics","level":1,"score":0.0}],"mesh":[],"locations_count":3,"locations":[{"id":"pmh:oai:mural.maynoothuniversity.ie:562","doi":null,"is_oa":false,"landing_page_url":"https://mural.maynoothuniversity.ie/id/eprint/562/1/Magnetic.pdf","pdf_url":"https://mural.maynoothuniversity.ie/id/eprint/562/1/Magnetic.pdf","source":{"id":"https://openalex.org/S4306401432","display_name":"Maynooth University ePrints and eTheses Archive (Maynooth University)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":"https://openalex.org/I157286207","host_organization_name":"National University of Ireland, Maynooth","host_organization_lineage":["https://openalex.org/I157286207"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"acceptedVersion","is_accepted":true,"is_published":false,"raw_source_name":null,"raw_type":"Book Section"},{"id":"pmh:oai:eprints.maynoothuniversity.ie:562","doi":null,"is_oa":true,"landing_page_url":"http://eprints.maynoothuniversity.ie/562/1/Magnetic.pdf","pdf_url":"http://eprints.maynoothuniversity.ie/562/1/Magnetic.pdf","source":{"id":"https://openalex.org/S4306401432","display_name":"Maynooth University ePrints and eTheses Archive (Maynooth University)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":"https://openalex.org/I157286207","host_organization_name":"National University of Ireland, Maynooth","host_organization_lineage":["https://openalex.org/I157286207"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":"Book Section"},{"id":"mag:73079151","doi":null,"is_oa":false,"landing_page_url":"http://eprints.maynoothuniversity.ie/562/","pdf_url":null,"source":{"id":"https://openalex.org/S4306463973","display_name":"Taylor & Francis eBooks","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":"https://openalex.org/P4310320547","host_organization_name":"Taylor & Francis","host_organization_lineage":["https://openalex.org/P4310320547","https://openalex.org/P4310320449"],"host_organization_lineage_names":["Taylor & Francis","Informa"],"type":"ebook platform"},"license":null,"license_id":null,"version":null,"is_accepted":false,"is_published":false,"raw_source_name":"Taylor & Francis eBooks","raw_type":null}],"best_oa_location":{"id":"pmh:oai:eprints.maynoothuniversity.ie:562","doi":null,"is_oa":true,"landing_page_url":"http://eprints.maynoothuniversity.ie/562/1/Magnetic.pdf","pdf_url":"http://eprints.maynoothuniversity.ie/562/1/Magnetic.pdf","source":{"id":"https://openalex.org/S4306401432","display_name":"Maynooth University ePrints and eTheses Archive (Maynooth University)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":"https://openalex.org/I157286207","host_organization_name":"National University of Ireland, Maynooth","host_organization_lineage":["https://openalex.org/I157286207"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":"Book Section"},"sustainable_development_goals":[],"sustainable_development_goals_aurora":[],"study_designs":[],"awards":[],"funders":[],"has_content":{"grobid_xml":true,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W73079151.pdf","grobid_xml":"https://content.openalex.org/works/W73079151.grobid-xml"},"referenced_works_count":0,"referenced_works":[],"related_works":["https://openalex.org/W2148517867","https://openalex.org/W2093212548","https://openalex.org/W7096471974","https://openalex.org/W96847212","https://openalex.org/W4246169848","https://openalex.org/W2165228136","https://openalex.org/W2128824860","https://openalex.org/W4211120847","https://openalex.org/W2166036592","https://openalex.org/W7160267015"],"abstract_inverted_index":{"This":[0],"chapter":[1,28],"provides":[2],"a":[3,85,152],"comprehensive":[4],"survey":[5],"of":[6,84,97,101,124,134],"the":[7,27,34,44,119],"motivations,":[8],"assumptions":[9],"and":[10,39,47,74,117,121,146,148],"pitfalls":[11],"associated":[12],"with":[13,19,57],"combining":[14],"signals":[15,53],"such":[16],"as":[17,114],"fMRI":[18],"EEG":[20,38],"or":[21],"MEG.":[22,40],"Our":[23],"initial":[24],"focus":[25],"in":[26,37,50,80,88,155],"concerns":[29],"mathematical":[30],"approaches":[31],"\\nfor":[32],"solving":[33],"localization":[35],"problem":[36],"Next":[41],"we":[42,60,104,115],"document":[43],"most":[45],"recent":[46],"promising":[48],"ways":[49],"which":[51],"these":[52],"can":[54],"be":[55,108,144],"combined":[56,86],"fMRI.":[58],"Specically,":[59],"look":[61],"at":[62],"correlative":[63],"analysis,":[64],"decomposition":[65],"techniques,":[66],"equivalent":[67],"dipole":[68],"tting,":[69],"distributed":[70],"sources":[71],"modeling,":[72],"beamforming,":[73],"Bayesian":[75],"methods.":[76],"Due":[77],"to":[78,107,143],"difculties":[79,123],"assessing":[81],"ground":[82],"truth":[83],"signal":[87,103],"any":[89],"realistic":[90],"experiment":[91],"difculty":[92],"further":[93],"confounded":[94],"by":[95],"lack":[96],"accurate":[98],"biophysical":[99],"models":[100],"BOLD":[102],"are":[105],"cautious":[106],"optimistic":[109],"about":[110],"multimodal":[111,135],"integration.":[112],"Nonetheless,":[113],"highlight":[116],"explore":[118],"technical":[120],"methodological":[122],"fusing":[125],"heterogeneous":[126],"signals,":[127],"it":[128],"seems":[129],"likely":[130],"that":[131],"correct":[132],"fusion":[133],"data":[136],"will":[137],"allow":[138],"previously":[139],"inaccessible":[140],"spatiotemporal":[141],"structures":[142],"visualized":[145],"formalized":[147],"thus":[149],"eventually":[150],"become":[151],"useful":[153],"tool":[154],"brain":[156],"imaging":[157],"research.":[158]},"counts_by_year":[{"year":2017,"cited_by_count":1},{"year":2015,"cited_by_count":1},{"year":2014,"cited_by_count":4},{"year":2013,"cited_by_count":1},{"year":2012,"cited_by_count":3}],"updated_date":"2026-10-27T15:51:10.671819","created_date":"2016-06-24T00:00:00"}
