{"id":"https://openalex.org/W2541405000","doi":"https://doi.org/10.1109/acssc.2011.6190037","title":"Modeling latency and shape changes in trial based neuroimaging data","display_name":"Modeling latency and shape changes in trial based neuroimaging data","publication_year":2011,"publication_date":"2011-11-01","ids":{"openalex":"https://openalex.org/W2541405000","doi":"https://doi.org/10.1109/acssc.2011.6190037","mag":"2541405000"},"language":"en","primary_location":{"id":"doi:10.1109/acssc.2011.6190037","is_oa":false,"landing_page_url":"https://doi.org/10.1109/acssc.2011.6190037","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2011 Conference Record of the Forty Fifth Asilomar Conference on Signals, Systems and Computers (ASILOMAR)","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/A5059840085","display_name":"Morten M\u00f8rup","orcid":"https://orcid.org/0000-0003-4985-4368"},"institutions":[{"id":"https://openalex.org/I96673099","display_name":"Technical University of Denmark","ror":"https://ror.org/04qtj9h94","country_code":"DK","type":"education","lineage":["https://openalex.org/I96673099"]}],"countries":["DK"],"is_corresponding":true,"raw_author_name":"Morten Morup","raw_affiliation_strings":["Section for Cogntive Systems, DTU Informatics, Technical University of Denmark, Denmark"],"affiliations":[{"raw_affiliation_string":"Section for Cogntive Systems, DTU Informatics, Technical University of Denmark, Denmark","institution_ids":["https://openalex.org/I96673099"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5018292103","display_name":"Lars Kai Hansen","orcid":"https://orcid.org/0000-0003-0442-5877"},"institutions":[{"id":"https://openalex.org/I96673099","display_name":"Technical University of Denmark","ror":"https://ror.org/04qtj9h94","country_code":"DK","type":"education","lineage":["https://openalex.org/I96673099"]}],"countries":["DK"],"is_corresponding":false,"raw_author_name":"Lars Kai Hansen","raw_affiliation_strings":["Section for Cogntive Systems, DTU Informatics, Technical University of Denmark, Denmark"],"affiliations":[{"raw_affiliation_string":"Section for Cogntive Systems, DTU Informatics, Technical University of Denmark, Denmark","institution_ids":["https://openalex.org/I96673099"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5032991538","display_name":"Kristoffer H. Madsen","orcid":"https://orcid.org/0000-0001-8606-7641"},"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"]},{"id":"https://openalex.org/I2801942218","display_name":"Hvidovre Hospital","ror":"https://ror.org/00edrn755","country_code":"DK","type":"healthcare","lineage":["https://openalex.org/I2801942218","https://openalex.org/I2802567020"]}],"countries":["DK"],"is_corresponding":false,"raw_author_name":"Kristoffer Hougaard Madsen","raw_affiliation_strings":["Danish Research Centre for Magnetic Resonance, Copenhagen University Hospital Hvidovre, Denmark"],"affiliations":[{"raw_affiliation_string":"Danish Research Centre for Magnetic Resonance, Copenhagen University Hospital Hvidovre, Denmark","institution_ids":["https://openalex.org/I2801942218","https://openalex.org/I2802567020"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5059840085"],"corresponding_institution_ids":["https://openalex.org/I96673099"],"apc_list":null,"apc_paid":null,"fwci":0.1416,"has_fulltext":false,"cited_by_count":13,"citation_normalized_percentile":{"value":0.49235474,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":97},"biblio":{"volume":null,"issue":null,"first_page":"439","last_page":"443"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T12303","display_name":"Tensor decomposition and applications","score":0.9994999766349792,"subfield":{"id":"https://openalex.org/subfields/2605","display_name":"Computational Mathematics"},"field":{"id":"https://openalex.org/fields/26","display_name":"Mathematics"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},"topics":[{"id":"https://openalex.org/T12303","display_name":"Tensor decomposition and applications","score":0.9994999766349792,"subfield":{"id":"https://openalex.org/subfields/2605","display_name":"Computational Mathematics"},"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/T11304","display_name":"Advanced Neuroimaging Techniques and Applications","score":0.9987000226974487,"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/T10241","display_name":"Functional Brain Connectivity Studies","score":0.9944000244140625,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/neuroimaging","display_name":"Neuroimaging","score":0.8608269691467285},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6308615207672119},{"id":"https://openalex.org/keywords/latency","display_name":"Latency (audio)","score":0.4969032108783722},{"id":"https://openalex.org/keywords/data-modeling","display_name":"Data modeling","score":0.46417805552482605},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.3264070749282837},{"id":"https://openalex.org/keywords/neuroscience","display_name":"Neuroscience","score":0.21724426746368408},{"id":"https://openalex.org/keywords/psychology","display_name":"Psychology","score":0.19089823961257935},{"id":"https://openalex.org/keywords/telecommunications","display_name":"Telecommunications","score":0.11009171605110168},{"id":"https://openalex.org/keywords/database","display_name":"Database","score":0.06568720936775208}],"concepts":[{"id":"https://openalex.org/C58693492","wikidata":"https://www.wikidata.org/wiki/Q551875","display_name":"Neuroimaging","level":2,"score":0.8608269691467285},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6308615207672119},{"id":"https://openalex.org/C82876162","wikidata":"https://www.wikidata.org/wiki/Q17096504","display_name":"Latency (audio)","level":2,"score":0.4969032108783722},{"id":"https://openalex.org/C67186912","wikidata":"https://www.wikidata.org/wiki/Q367664","display_name":"Data modeling","level":2,"score":0.46417805552482605},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.3264070749282837},{"id":"https://openalex.org/C169760540","wikidata":"https://www.wikidata.org/wiki/Q207011","display_name":"Neuroscience","level":1,"score":0.21724426746368408},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.19089823961257935},{"id":"https://openalex.org/C76155785","wikidata":"https://www.wikidata.org/wiki/Q418","display_name":"Telecommunications","level":1,"score":0.11009171605110168},{"id":"https://openalex.org/C77088390","wikidata":"https://www.wikidata.org/wiki/Q8513","display_name":"Database","level":1,"score":0.06568720936775208}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1109/acssc.2011.6190037","is_oa":false,"landing_page_url":"https://doi.org/10.1109/acssc.2011.6190037","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2011 Conference Record of the Forty Fifth Asilomar Conference on Signals, Systems and Computers (ASILOMAR)","raw_type":"proceedings-article"},{"id":"pmh:oai:pure.atira.dk:publications/8138b76f-aee7-408e-885b-fa31a90e64f1","is_oa":false,"landing_page_url":"https://orbit.dtu.dk/en/publications/8138b76f-aee7-408e-885b-fa31a90e64f1","pdf_url":null,"source":{"id":"https://openalex.org/S4306400705","display_name":"Technical University of Denmark, DTU Orbit (Technical University of Denmark, DTU)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I96673099","host_organization_name":"Technical University of Denmark","host_organization_lineage":["https://openalex.org/I96673099"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"M\u00f8rup , M , Hansen , L K &amp; Madsen , K H 2011 , Modeling Latency and Shape Changes in Trial Based Neuroimaging Data . in 2011 Conference Record of the Forty Fifth Asilomar Conference on Signals, Systems and Computers (ASILOMAR) . IEEE , pp. 439-443 , Asilomar Conference on Signals, Systems, and Computers , Pacific Grove, CA , United States , 06/11/2011 . https://doi.org/10.1109/ACSSC.2011.6190037","raw_type":"contributionToPeriodical"}],"best_oa_location":null,"sustainable_development_goals":[{"score":0.6200000047683716,"id":"https://metadata.un.org/sdg/1","display_name":"No poverty"}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":34,"referenced_works":["https://openalex.org/W76597279","https://openalex.org/W1504698768","https://openalex.org/W1982725637","https://openalex.org/W1997919544","https://openalex.org/W1998039677","https://openalex.org/W2000215628","https://openalex.org/W2011596706","https://openalex.org/W2013115634","https://openalex.org/W2030699645","https://openalex.org/W2042663327","https://openalex.org/W2057503509","https://openalex.org/W2058795801","https://openalex.org/W2095141632","https://openalex.org/W2106582496","https://openalex.org/W2108384452","https://openalex.org/W2115000201","https://openalex.org/W2117289172","https://openalex.org/W2121739212","https://openalex.org/W2128495200","https://openalex.org/W2132267493","https://openalex.org/W2133502591","https://openalex.org/W2142486198","https://openalex.org/W2154330636","https://openalex.org/W2156554614","https://openalex.org/W2157765880","https://openalex.org/W2160047866","https://openalex.org/W2161223205","https://openalex.org/W2411728768","https://openalex.org/W3012395598","https://openalex.org/W6677409489","https://openalex.org/W6681015807","https://openalex.org/W6683344597","https://openalex.org/W6714767730","https://openalex.org/W6775311491"],"related_works":["https://openalex.org/W4391375266","https://openalex.org/W2899084033","https://openalex.org/W2748952813","https://openalex.org/W2327340211","https://openalex.org/W2027542625","https://openalex.org/W4292199793","https://openalex.org/W2390279801","https://openalex.org/W2282195379","https://openalex.org/W2089784006","https://openalex.org/W4391913857"],"abstract_inverted_index":{"To":[0],"overcome":[1],"poor":[2],"signal-to-noise":[3],"ratios":[4],"in":[5,149],"neuroimaging,":[6],"data":[7,24,96],"sets":[8],"are":[9,36],"often":[10],"acquired":[11],"over":[12,78],"repeated":[13],"trials":[14,79],"that":[15],"form":[16],"a":[17,44,121],"three-way":[18],"array":[19],"of":[20],"space\u00d7time\u00d7trials.":[21],"As":[22],"neuroimaging":[23],"contain":[25],"multiple":[26],"inter-mixed":[27],"signal":[28,31,48],"components":[29],"blind":[30],"separation":[32],"and":[33,42,71,80,130,151],"decomposition":[34,74,84,113,141],"methods":[35],"frequently":[37],"invoked":[38],"for":[39,47,116],"exploratory":[40],"analysis":[41],"as":[43,68,147],"preprocessing":[45],"step":[46],"detection.":[49],"Most":[50],"previous":[51],"component":[52],"analyses":[53],"have":[54],"avoided":[55],"working":[56],"directly":[57],"with":[58,100],"the":[59,101],"tri-linear":[60],"structure,":[61,104],"but":[62],"resorted":[63],"to":[64,82,107,114,132],"bi-linear":[65,83],"models":[66],"such":[67],"ICA,":[69],"PCA,":[70],"NMF.":[72],"Multi-linear":[73],"can":[75,93,142],"exploit":[76],"consistency":[77],"contrary":[81],"render":[85],"unique":[86],"representations":[87],"without":[88],"additional":[89],"constraints.":[90],"However,":[91],"they":[92],"degenerate":[94],"if":[95],"does":[97],"not":[98],"comply":[99],"given":[102],"multi-linear":[103,112,140],"e.g.,":[105],"due":[106],"time-delays.":[108],"Here":[109],"we":[110],"extend":[111],"account":[115],"general":[117],"temporal":[118],"modeling":[119],"within":[120],"convolutional":[122],"representation.":[123],"We":[124],"demonstrate":[125],"how":[126],"this":[127],"alleviates":[128],"degeneracy":[129],"helps":[131],"extract":[133],"physiologically":[134],"plausible":[135],"components.":[136],"The":[137],"resulting":[138],"convolutive":[139],"model":[143],"realistic":[144],"trial":[145],"variability":[146],"demonstrated":[148],"EEG":[150],"fMRI":[152],"data.":[153]},"counts_by_year":[{"year":2024,"cited_by_count":2},{"year":2023,"cited_by_count":1},{"year":2022,"cited_by_count":2},{"year":2021,"cited_by_count":3},{"year":2020,"cited_by_count":1},{"year":2017,"cited_by_count":1},{"year":2016,"cited_by_count":1},{"year":2015,"cited_by_count":1}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
