{"id":"https://openalex.org/W4396238151","doi":"https://doi.org/10.1109/ssiai59505.2024.10508650","title":"Robust intra-trial t-SNE Brain State Detection for Multiband fMRI Data","display_name":"Robust intra-trial t-SNE Brain State Detection for Multiband fMRI Data","publication_year":2024,"publication_date":"2024-03-17","ids":{"openalex":"https://openalex.org/W4396238151","doi":"https://doi.org/10.1109/ssiai59505.2024.10508650"},"language":"en","primary_location":{"id":"doi:10.1109/ssiai59505.2024.10508650","is_oa":false,"landing_page_url":"http://dx.doi.org/10.1109/ssiai59505.2024.10508650","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2024 IEEE Southwest Symposium on Image Analysis and Interpretation (SSIAI)","raw_type":"proceedings-article"},"type":"conference-paper","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/A5070832958","display_name":"Harshit Parmar","orcid":"https://orcid.org/0000-0003-1506-6873"},"institutions":[{"id":"https://openalex.org/I12315562","display_name":"Texas Tech University","ror":"https://ror.org/0405mnx93","country_code":"US","type":"education","lineage":["https://openalex.org/I12315562"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Harshit Parmar","raw_affiliation_strings":["Texas Tech Neuroimaging Institute Texas Tech University,Lubbock,USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Texas Tech Neuroimaging Institute Texas Tech University,Lubbock,USA","institution_ids":["https://openalex.org/I12315562"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5005041241","display_name":"Eric Walden","orcid":"https://orcid.org/0000-0003-2154-9257"},"institutions":[{"id":"https://openalex.org/I12315562","display_name":"Texas Tech University","ror":"https://ror.org/0405mnx93","country_code":"US","type":"education","lineage":["https://openalex.org/I12315562"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Eric Walden","raw_affiliation_strings":["Texas Tech Neuroimaging Institute Texas Tech University,Lubbock,USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Texas Tech Neuroimaging Institute Texas Tech University,Lubbock,USA","institution_ids":["https://openalex.org/I12315562"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":[],"corresponding_institution_ids":["https://openalex.org/I12315562"],"apc_list":null,"apc_paid":null,"fwci":0.6602,"has_fulltext":false,"cited_by_count":1,"citation_normalized_percentile":{"value":0.61028618,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":94,"max":97},"biblio":{"volume":"9","issue":null,"first_page":"5","last_page":"8"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10241","display_name":"Functional Brain Connectivity Studies","score":0.9990000128746033,"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":0.9990000128746033,"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/T10429","display_name":"EEG and Brain-Computer Interfaces","score":0.9983000159263611,"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":0.998199999332428,"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/computer-science","display_name":"Computer science","score":0.6369743347167969},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.4433292746543884},{"id":"https://openalex.org/keywords/resting-state-fmri","display_name":"Resting state fMRI","score":0.43724918365478516},{"id":"https://openalex.org/keywords/state","display_name":"State (computer science)","score":0.427074670791626},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.34029507637023926},{"id":"https://openalex.org/keywords/neuroscience","display_name":"Neuroscience","score":0.3351992964744568},{"id":"https://openalex.org/keywords/psychology","display_name":"Psychology","score":0.18581223487854004},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.07596379518508911}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6369743347167969},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.4433292746543884},{"id":"https://openalex.org/C66324658","wikidata":"https://www.wikidata.org/wiki/Q7316120","display_name":"Resting state fMRI","level":2,"score":0.43724918365478516},{"id":"https://openalex.org/C48103436","wikidata":"https://www.wikidata.org/wiki/Q599031","display_name":"State (computer science)","level":2,"score":0.427074670791626},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.34029507637023926},{"id":"https://openalex.org/C169760540","wikidata":"https://www.wikidata.org/wiki/Q207011","display_name":"Neuroscience","level":1,"score":0.3351992964744568},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.18581223487854004},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.07596379518508911}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/ssiai59505.2024.10508650","is_oa":false,"landing_page_url":"http://dx.doi.org/10.1109/ssiai59505.2024.10508650","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2024 IEEE Southwest Symposium on Image Analysis and Interpretation (SSIAI)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":16,"referenced_works":["https://openalex.org/W1875842236","https://openalex.org/W1998268694","https://openalex.org/W2005933475","https://openalex.org/W2047592445","https://openalex.org/W2113506774","https://openalex.org/W2128521145","https://openalex.org/W2157444450","https://openalex.org/W2187089797","https://openalex.org/W2978385178","https://openalex.org/W3026738417","https://openalex.org/W3090560763","https://openalex.org/W3195301188","https://openalex.org/W4220991197","https://openalex.org/W4396876149","https://openalex.org/W6683161245","https://openalex.org/W6866525467"],"related_works":["https://openalex.org/W4230045434","https://openalex.org/W4383566813","https://openalex.org/W2373853579","https://openalex.org/W2355039870","https://openalex.org/W3200742558","https://openalex.org/W1983030278","https://openalex.org/W2347609703","https://openalex.org/W2406918878","https://openalex.org/W2033914206","https://openalex.org/W2042327336"],"abstract_inverted_index":{"T-distributed":[0],"stochastic":[1],"neighbor":[2],"embedding":[3],"(tSNE)":[4],"based":[5],"postprocessing":[6],"techniques":[7],"have":[8],"been":[9],"used":[10,50,147],"for":[11,78],"visualization":[12],"of":[13,105,156],"temporal":[14,30],"information":[15],"from":[16,119],"functional":[17],"Magnetic":[18],"Resonance":[19],"imaging":[20],"(fMRI)":[21],"data.":[22],"With":[23],"advancements":[24],"in":[25],"multiband":[26,79],"pulse":[27],"sequence,":[28],"finer":[29],"sampling":[31],"can":[32,48,145],"be":[33,49,146],"achieved":[34],"during":[35,109,158],"fMRI":[36,44,80],"data":[37,45,81],"acquisition.":[38],"The":[39,91,142],"synergy":[40],"between":[41],"fast":[42],"sampled":[43],"and":[46,88,135],"t-SNE":[47],"to":[51,60,86,101,123,148],"detect":[52],"intra-trial":[53,72],"brain":[54,106,129],"state":[55,74,107,130],"changes":[56],"which":[57,82,132],"might":[58],"correspond":[59],"mind":[61],"wandering":[62],"or":[63,152],"task":[64,100,150,159],"switching.":[65],"In":[66],"this":[67],"article":[68],"we":[69],"propose":[70],"an":[71],"brains":[73],"detection":[75],"algorithm":[76],"suitable":[77],"is":[83],"less":[84],"susceptible":[85],"noise":[87],"random":[89],"fluctuations.":[90],"proposed":[92,140,143],"approach":[93],"was":[94,133],"tested":[95],"on":[96],"a":[97,128],"gambling":[98],"decision-making":[99],"identify":[102],"the":[103,110,117,139,154],"instance":[104],"change":[108,131],"task.":[111],"Functional":[112],"connectivity":[113],"analysis":[114],"revealed":[115],"that":[116],"switching":[118,151],"decision":[120],"making":[121],"phase":[122,126],"reward":[124],"anticipation":[125],"caused":[127],"reliably":[134],"repeatedly":[136],"detected":[137],"by":[138],"algorithm.":[141],"technique":[144],"validate":[149],"quantify":[153],"degree":[155],"involvement":[157],"trials.":[160]},"counts_by_year":[{"year":2026,"cited_by_count":1}],"updated_date":"2026-07-29T14:22:42.915294","created_date":"2025-10-10T00:00:00"}
