{"id":"https://openalex.org/W81384764","doi":"https://doi.org/10.18260/1-2--11427","title":"Teaching Statistical Analysis Of Fmri Data","display_name":"Teaching Statistical Analysis Of Fmri Data","publication_year":2020,"publication_date":"2020-09-03","ids":{"openalex":"https://openalex.org/W81384764","doi":"https://doi.org/10.18260/1-2--11427","mag":"81384764"},"language":"en","primary_location":{"id":"doi:10.18260/1-2--11427","doi":"https://doi.org/10.18260/1-2--11427","is_oa":true,"landing_page_url":"https://doi.org/10.18260/1-2--11427","pdf_url":"https://sftp.asee.org/11427.pdf","source":{"id":"https://openalex.org/S4210193392","display_name":"IEEE Lasers and Electro-Optics Society Annual Meeting (LEOS)","issn_l":"1092-8081","issn":["1092-8081","2766-1733"],"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"conference"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2003 Annual Conference Proceedings","raw_type":"proceedings-article"},"volume":null,"type":"conference-paper","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"bronze","oa_url":"https://sftp.asee.org/11427.pdf","any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5046868253","display_name":"Russell Alan Poldrack","orcid":"https://orcid.org/0000-0001-6755-0259","observed_orcids":["https://orcid.org/0000-0001-6755-0259"]},"institutions":[{"id":"https://openalex.org/I161318765","display_name":"University of California, Los Angeles","ror":"https://ror.org/046rm7j60","country_code":"US","type":"education","lineage":["https://openalex.org/I161318765"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Russ Poldrack","raw_affiliation_strings":["Department of Psychology , UCLA","Psychology"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Psychology , UCLA","institution_ids":["https://openalex.org/I161318765"]},{"raw_affiliation_string":"Psychology","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5111581551","display_name":"Richard D. Hoge","orcid":"https://orcid.org/0000-0002-4226-7040","observed_orcids":["https://orcid.org/0000-0002-4226-7040"]},"institutions":[{"id":"https://openalex.org/I136199984","display_name":"Harvard University","ror":"https://ror.org/03vek6s52","country_code":"US","type":"education","lineage":["https://openalex.org/I136199984"]},{"id":"https://openalex.org/I4210127055","display_name":"Athinoula A. Martinos Center for Biomedical Imaging","ror":"https://ror.org/032q5ym94","country_code":"US","type":"facility","lineage":["https://openalex.org/I136199984","https://openalex.org/I4210087915","https://openalex.org/I4210127055","https://openalex.org/I48633490","https://openalex.org/I63966007"]},{"id":"https://openalex.org/I63966007","display_name":"Massachusetts Institute of Technology","ror":"https://ror.org/042nb2s44","country_code":"US","type":"education","lineage":["https://openalex.org/I63966007"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Richard Hoge","raw_affiliation_strings":["MGH / MIT / HMS Martinos Center for Biomedical Imaging","Harvard University"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"MGH / MIT / HMS Martinos Center for Biomedical Imaging","institution_ids":["https://openalex.org/I4210127055","https://openalex.org/I63966007"]},{"raw_affiliation_string":"Harvard University","institution_ids":["https://openalex.org/I136199984"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5090533522","display_name":"Randy L. Gollub","orcid":"https://orcid.org/0000-0002-9434-4044","observed_orcids":["https://orcid.org/0000-0002-9434-4044","https://orcid.org/0000-0003-2338-0467"]},"institutions":[{"id":"https://openalex.org/I136199984","display_name":"Harvard University","ror":"https://ror.org/03vek6s52","country_code":"US","type":"education","lineage":["https://openalex.org/I136199984"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Randy Gollub","raw_affiliation_strings":["Harvard University"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Harvard University","institution_ids":["https://openalex.org/I136199984"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5039914254","display_name":"Mark G Vangel","orcid":"https://orcid.org/0000-0003-2993-2365","observed_orcids":["https://orcid.org/0000-0003-2993-2365"]},"institutions":[{"id":"https://openalex.org/I136199984","display_name":"Harvard University","ror":"https://ror.org/03vek6s52","country_code":"US","type":"education","lineage":["https://openalex.org/I136199984"]},{"id":"https://openalex.org/I4210127055","display_name":"Athinoula A. Martinos Center for Biomedical Imaging","ror":"https://ror.org/032q5ym94","country_code":"US","type":"facility","lineage":["https://openalex.org/I136199984","https://openalex.org/I4210087915","https://openalex.org/I4210127055","https://openalex.org/I48633490","https://openalex.org/I63966007"]},{"id":"https://openalex.org/I63966007","display_name":"Massachusetts Institute of Technology","ror":"https://ror.org/042nb2s44","country_code":"US","type":"education","lineage":["https://openalex.org/I63966007"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Mark Vangel","raw_affiliation_strings":["MGH / MIT / HMS Martinos Center for Biomedical Imaging","Harvard University"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"MGH / MIT / HMS Martinos Center for Biomedical Imaging","institution_ids":["https://openalex.org/I4210127055","https://openalex.org/I63966007"]},{"raw_affiliation_string":"Harvard University","institution_ids":["https://openalex.org/I136199984"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5067599066","display_name":"Ian Lai","orcid":null,"observed_orcids":[]},"institutions":[{"id":"https://openalex.org/I63966007","display_name":"Massachusetts Institute of Technology","ror":"https://ror.org/042nb2s44","country_code":"US","type":"education","lineage":["https://openalex.org/I63966007"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Ian Lai","raw_affiliation_strings":["Department of Electrical Engineering and Computer Science , MIT","Massachusetts Institute of Technology"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Electrical Engineering and Computer Science , MIT","institution_ids":["https://openalex.org/I63966007"]},{"raw_affiliation_string":"Massachusetts Institute of Technology","institution_ids":["https://openalex.org/I63966007"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5065328764","display_name":"Douglas N. Greve","orcid":"https://orcid.org/0000-0002-0610-0155","observed_orcids":["https://orcid.org/0000-0002-0610-0155"]},"institutions":[{"id":"https://openalex.org/I136199984","display_name":"Harvard University","ror":"https://ror.org/03vek6s52","country_code":"US","type":"education","lineage":["https://openalex.org/I136199984"]},{"id":"https://openalex.org/I4210127055","display_name":"Athinoula A. Martinos Center for Biomedical Imaging","ror":"https://ror.org/032q5ym94","country_code":"US","type":"facility","lineage":["https://openalex.org/I136199984","https://openalex.org/I4210087915","https://openalex.org/I4210127055","https://openalex.org/I48633490","https://openalex.org/I63966007"]},{"id":"https://openalex.org/I63966007","display_name":"Massachusetts Institute of Technology","ror":"https://ror.org/042nb2s44","country_code":"US","type":"education","lineage":["https://openalex.org/I63966007"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Douglas Greve","raw_affiliation_strings":["MGH / MIT / HMS Martinos Center for Biomedical Imaging","Harvard University"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"MGH / MIT / HMS Martinos Center for Biomedical Imaging","institution_ids":["https://openalex.org/I4210127055","https://openalex.org/I63966007"]},{"raw_affiliation_string":"Harvard University","institution_ids":["https://openalex.org/I136199984"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5112288771","display_name":"Julie E. Greenberg","orcid":null,"observed_orcids":[]},"institutions":[{"id":"https://openalex.org/I136199984","display_name":"Harvard University","ror":"https://ror.org/03vek6s52","country_code":"US","type":"education","lineage":["https://openalex.org/I136199984"]},{"id":"https://openalex.org/I4210092658","display_name":"Harvard\u2013MIT Division of Health Sciences and Technology","ror":"https://ror.org/00jjeh629","country_code":"US","type":"education","lineage":["https://openalex.org/I4210092658"]},{"id":"https://openalex.org/I63966007","display_name":"Massachusetts Institute of Technology","ror":"https://ror.org/042nb2s44","country_code":"US","type":"education","lineage":["https://openalex.org/I63966007"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Julie Greenberg","raw_affiliation_strings":["Harvard-MIT Division of Health Sciences and Technology","Research Laboratory of Electronics , MIT","Harvard University","Massachusetts Institute of Technology"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Harvard-MIT Division of Health Sciences and Technology","institution_ids":["https://openalex.org/I4210092658"]},{"raw_affiliation_string":"Research Laboratory of Electronics , MIT","institution_ids":["https://openalex.org/I63966007"]},{"raw_affiliation_string":"Harvard University","institution_ids":["https://openalex.org/I136199984"]},{"raw_affiliation_string":"Massachusetts Institute of Technology","institution_ids":["https://openalex.org/I63966007"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":5,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":true,"cited_by_count":2,"citation_normalized_percentile":{"value":0.0002292,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"8.1081.1","last_page":"8.1081.11"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T14411","display_name":"Undergraduate Neuroscience Education and Research","score":0.8568999767303467,"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/T14411","display_name":"Undergraduate Neuroscience Education and Research","score":0.8568999767303467,"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/T11875","display_name":"Statistics Education and Methodologies","score":0.05609999969601631,"subfield":{"id":"https://openalex.org/subfields/2613","display_name":"Statistics and Probability"},"field":{"id":"https://openalex.org/fields/26","display_name":"Mathematics"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T10378","display_name":"Advanced MRI Techniques and Applications","score":0.044599998742341995,"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/fmri-data-analysis","display_name":"fMRI data analysis","score":0.8259999752044678},{"id":"https://openalex.org/keywords/teaching-modules","display_name":"teaching modules","score":0.6830000281333923},{"id":"https://openalex.org/keywords/simulation","display_name":"simulation","score":0.4580000042915344},{"id":"https://openalex.org/keywords/phantom-data","display_name":"phantom data","score":0.8550000190734863},{"id":"https://openalex.org/keywords/spatial-smoothing","display_name":"spatial smoothing","score":0.8849999904632568},{"id":"https://openalex.org/keywords/motion-correction","display_name":"motion correction","score":0.9990000128746033},{"id":"https://openalex.org/keywords/biomedical-engineering-education","display_name":"biomedical engineering education","score":0.6579999923706055},{"id":"https://openalex.org/keywords/data-interpretation","display_name":"data interpretation","score":0.3700000047683716}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6769549250602722},{"id":"https://openalex.org/C2779226451","wikidata":"https://www.wikidata.org/wiki/Q903809","display_name":"Functional magnetic resonance imaging","level":2,"score":0.6060684323310852},{"id":"https://openalex.org/C2779182362","wikidata":"https://www.wikidata.org/wiki/Q17126187","display_name":"Session (web analytics)","level":2,"score":0.5588330030441284},{"id":"https://openalex.org/C2986587452","wikidata":"https://www.wikidata.org/wiki/Q938438","display_name":"Statistical analysis","level":2,"score":0.5155158042907715},{"id":"https://openalex.org/C97256817","wikidata":"https://www.wikidata.org/wiki/Q1462316","display_name":"Spurious relationship","level":2,"score":0.4800906777381897},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.4330146908760071},{"id":"https://openalex.org/C2777904410","wikidata":"https://www.wikidata.org/wiki/Q7397","display_name":"Software","level":2,"score":0.4272378087043762},{"id":"https://openalex.org/C2522767166","wikidata":"https://www.wikidata.org/wiki/Q2374463","display_name":"Data science","level":1,"score":0.42320847511291504},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.2722765803337097},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.18302610516548157},{"id":"https://openalex.org/C136764020","wikidata":"https://www.wikidata.org/wiki/Q466","display_name":"World Wide Web","level":1,"score":0.1331728994846344},{"id":"https://openalex.org/C105795698","wikidata":"https://www.wikidata.org/wiki/Q12483","display_name":"Statistics","level":1,"score":0.11144104599952698},{"id":"https://openalex.org/C169760540","wikidata":"https://www.wikidata.org/wiki/Q207011","display_name":"Neuroscience","level":1,"score":0.0},{"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/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.18260/1-2--11427","doi":"https://doi.org/10.18260/1-2--11427","is_oa":true,"landing_page_url":"https://doi.org/10.18260/1-2--11427","pdf_url":"https://sftp.asee.org/11427.pdf","source":{"id":"https://openalex.org/S4210193392","display_name":"IEEE Lasers and Electro-Optics Society Annual Meeting (LEOS)","issn_l":"1092-8081","issn":["1092-8081","2766-1733"],"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"conference"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2003 Annual Conference Proceedings","raw_type":"proceedings-article"}],"best_oa_location":{"id":"doi:10.18260/1-2--11427","doi":"https://doi.org/10.18260/1-2--11427","is_oa":true,"landing_page_url":"https://doi.org/10.18260/1-2--11427","pdf_url":"https://sftp.asee.org/11427.pdf","source":{"id":"https://openalex.org/S4210193392","display_name":"IEEE Lasers and Electro-Optics Society Annual Meeting (LEOS)","issn_l":"1092-8081","issn":["1092-8081","2766-1733"],"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"conference"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2003 Annual Conference Proceedings","raw_type":"proceedings-article"},"sustainable_development_goals":[{"score":0.6164000034332275,"id":"https://metadata.un.org/sdg/4","display_name":"Quality education"}],"study_designs":[],"awards":[{"id":"https://openalex.org/G2224822453","display_name":"The Vanderbilt-Northwestern-Texas-Harvard/MIT (VaNTH) Engineering Research Center for Bioengineering Educational Technologies","funder_award_id":"9876363","funder_id":"https://openalex.org/F4320306076","funder_display_name":"National Science Foundation"}],"funders":[{"id":"https://openalex.org/F4320306076","display_name":"National Science Foundation","ror":"https://ror.org/021nxhr62"},{"id":"https://openalex.org/F4320308349","display_name":"Massachusetts General Hospital","ror":"https://ror.org/002pd6e78"},{"id":"https://openalex.org/F4320309369","display_name":"Massachusetts Institute of Technology","ror":"https://ror.org/042nb2s44"},{"id":"https://openalex.org/F4320323832","display_name":"Centre d'Imagerie BioM\u00e9dicale","ror":"https://ror.org/03fw2bn12"},{"id":"https://openalex.org/F4320334293","display_name":"Athinoula A. Martinos Center for Biomedical Imaging, Massachusetts General Hospital","ror":"https://ror.org/032q5ym94"}],"has_content":{"pdf":true,"grobid_xml":true},"content_urls":{"pdf":"https://content.openalex.org/works/W81384764.pdf","grobid_xml":"https://content.openalex.org/works/W81384764.grobid-xml"},"referenced_works_count":12,"referenced_works":["https://openalex.org/W1502702231","https://openalex.org/W1967226382","https://openalex.org/W1985266044","https://openalex.org/W1995034762","https://openalex.org/W1995605620","https://openalex.org/W2002660165","https://openalex.org/W2008212143","https://openalex.org/W2025283285","https://openalex.org/W2050717100","https://openalex.org/W2093366270","https://openalex.org/W2094459702","https://openalex.org/W2899801603"],"related_works":["https://openalex.org/W7096574820","https://openalex.org/W2205210506","https://openalex.org/W1515283389","https://openalex.org/W7098644991","https://openalex.org/W2037335275","https://openalex.org/W7016145110","https://openalex.org/W7073713007","https://openalex.org/W2503622982","https://openalex.org/W2066800415","https://openalex.org/W4233804983"],"abstract_inverted_index":{"Functional":[0],"magnetic":[1],"resonance":[2],"imaging":[3],"(fMRI)":[4],"represents":[5],"a":[6,71,112,169],"new":[7],"and":[8,36,49,78,88,103,147,194],"important":[9],"topic":[10],"in":[11,99,154],"biomedical":[12],"engineering.Statistical":[13],"analysis":[14,37,63,84,97,117,156,193],"of":[15,45,61,64,114,126,190,211],"fMRI":[16,47,65,82,115,138,191,213],"data":[17,48,83,116,132,192],"is":[18,68,166],"typically":[19],"performed":[20],"using":[21,130],"free":[22],"or":[23],"commercial":[24],"software":[25],"packages":[26],"that":[27,86,118,171],"do":[28],"not":[29],"facilitate":[30],"learning":[31,58,74],"about":[32,75],"the":[33,46,59,76,127,155,177,183,208,212],"underlying":[34,80],"assumptions":[35,79],"methods;":[38],"these":[39],"shortcomings":[40],"can":[41,90],"lead":[42],"to":[43,69,94,106,143,197],"misinterpretation":[44],"spurious":[50],"results.We":[51],"are":[52],"developing":[53],"an":[54,100],"instructional":[55],"module":[56,110],"for":[57,73,123,151],"fundamentals":[60],"statistical":[62,162],"data.The":[66,139],"goal":[67],"provide":[70],"tool":[72],"steps":[77],"standard":[81],"so":[85],"students":[87,120,142,173,181],"researchers":[89],"develop":[91],"insights":[92],"required":[93],"use":[95,176],"existing":[96],"methods":[98],"informed":[101],"fashion":[102],"adapt":[104],"them":[105,196],"their":[107],"own":[108],"purposes.The":[109],"includes":[111],"simulation":[113,140],"provides":[119],"with":[121,201],"opportunities":[122],"hands-on":[124],"exploration":[125],"key":[128],"concepts":[129],"phantom":[131],"as":[133,135,174],"well":[134],"sample":[136],"human":[137],"allows":[141],"control":[144],"relevant":[145],"parameters":[146],"observe":[148],"intermediate":[149],"results":[150],"each":[152],"step":[153],"stream":[157],"(spatial":[158],"smoothing,":[159],"motion":[160],"correction,":[161],"model":[163],"parameter":[164],"selection).It":[165],"accompanied":[167],"by":[168],"tutorial":[170,179],"directs":[172],"they":[175],"simulation.The":[178],"guides":[180],"through":[182],"individual":[184],"processing":[185,205],"steps,":[186],"considering":[187],"multiple":[188],"cycles":[189],"prompting":[195],"make":[198],"direct":[199],"comparisons,":[200],"emphasis":[202],"on":[203],"how":[204],"choices":[206],"affect":[207],"ultimate":[209],"interpretation":[210],"data.":[214]},"counts_by_year":[],"updated_date":"2026-11-05T12:25:35.769452","created_date":"2016-06-24T00:00:00"}
