{"id":"https://openalex.org/W4386362532","doi":"https://doi.org/10.1109/isbi53787.2023.10230735","title":"Capturing Spatial Dynamics Using Time-Resolved Referenced-Informed Network Estimation Techniques","display_name":"Capturing Spatial Dynamics Using Time-Resolved Referenced-Informed Network Estimation Techniques","publication_year":2023,"publication_date":"2023-04-18","ids":{"openalex":"https://openalex.org/W4386362532","doi":"https://doi.org/10.1109/isbi53787.2023.10230735"},"language":"en","primary_location":{"id":"doi:10.1109/isbi53787.2023.10230735","is_oa":false,"landing_page_url":"https://doi.org/10.1109/isbi53787.2023.10230735","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2023 IEEE 20th International Symposium on Biomedical Imaging (ISBI)","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/A5076662617","display_name":"Armin Iraji","orcid":"https://orcid.org/0000-0002-0605-593X"},"institutions":[{"id":"https://openalex.org/I4210133909","display_name":"Center for Translational Research in Neuroimaging and Data Science","ror":"https://ror.org/02qx6zf82","country_code":"US","type":"facility","lineage":["https://openalex.org/I130701444","https://openalex.org/I150468666","https://openalex.org/I181565077","https://openalex.org/I4210133909"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Armin Iraji","raw_affiliation_strings":["Tri-Institutional Center for Translational Research in Neuroimaging and Data Science (TReNDS)"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Tri-Institutional Center for Translational Research in Neuroimaging and Data Science (TReNDS)","institution_ids":["https://openalex.org/I4210133909"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100380040","display_name":"Jiayu Chen","orcid":"https://orcid.org/0000-0001-5059-372X"},"institutions":[{"id":"https://openalex.org/I4210133909","display_name":"Center for Translational Research in Neuroimaging and Data Science","ror":"https://ror.org/02qx6zf82","country_code":"US","type":"facility","lineage":["https://openalex.org/I130701444","https://openalex.org/I150468666","https://openalex.org/I181565077","https://openalex.org/I4210133909"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Jiayu Chen","raw_affiliation_strings":["Tri-Institutional Center for Translational Research in Neuroimaging and Data Science (TReNDS)"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Tri-Institutional Center for Translational Research in Neuroimaging and Data Science (TReNDS)","institution_ids":["https://openalex.org/I4210133909"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5072488699","display_name":"Ashkan Faghiri","orcid":"https://orcid.org/0000-0003-1807-6815"},"institutions":[{"id":"https://openalex.org/I4210133909","display_name":"Center for Translational Research in Neuroimaging and Data Science","ror":"https://ror.org/02qx6zf82","country_code":"US","type":"facility","lineage":["https://openalex.org/I130701444","https://openalex.org/I150468666","https://openalex.org/I181565077","https://openalex.org/I4210133909"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Ashkan Faghiri","raw_affiliation_strings":["Tri-Institutional Center for Translational Research in Neuroimaging and Data Science (TReNDS)"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Tri-Institutional Center for Translational Research in Neuroimaging and Data Science (TReNDS)","institution_ids":["https://openalex.org/I4210133909"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5019983016","display_name":"Zening Fu","orcid":"https://orcid.org/0000-0002-1591-4900"},"institutions":[{"id":"https://openalex.org/I4210133909","display_name":"Center for Translational Research in Neuroimaging and Data Science","ror":"https://ror.org/02qx6zf82","country_code":"US","type":"facility","lineage":["https://openalex.org/I130701444","https://openalex.org/I150468666","https://openalex.org/I181565077","https://openalex.org/I4210133909"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Zening Fu","raw_affiliation_strings":["Tri-Institutional Center for Translational Research in Neuroimaging and Data Science (TReNDS)"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Tri-Institutional Center for Translational Research in Neuroimaging and Data Science (TReNDS)","institution_ids":["https://openalex.org/I4210133909"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100424748","display_name":"Jingyu Liu","orcid":"https://orcid.org/0000-0002-1724-7523"},"institutions":[{"id":"https://openalex.org/I4210133909","display_name":"Center for Translational Research in Neuroimaging and Data Science","ror":"https://ror.org/02qx6zf82","country_code":"US","type":"facility","lineage":["https://openalex.org/I130701444","https://openalex.org/I150468666","https://openalex.org/I181565077","https://openalex.org/I4210133909"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Jingyu Liu","raw_affiliation_strings":["Tri-Institutional Center for Translational Research in Neuroimaging and Data Science (TReNDS)"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Tri-Institutional Center for Translational Research in Neuroimaging and Data Science (TReNDS)","institution_ids":["https://openalex.org/I4210133909"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5030435608","display_name":"Juan Bustillo","orcid":"https://orcid.org/0000-0001-8730-8152"},"institutions":[{"id":"https://openalex.org/I169521973","display_name":"University of New Mexico","ror":"https://ror.org/05fs6jp91","country_code":"US","type":"education","lineage":["https://openalex.org/I169521973"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Juan R. Bustillo","raw_affiliation_strings":["University of New Mexico,Department of Psychiatry and Behavioral Sciences,Albuquerque,NM,USA","Department of Psychiatry and Behavioral Sciences, University of New Mexico, Albuquerque, NM, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University of New Mexico,Department of Psychiatry and Behavioral Sciences,Albuquerque,NM,USA","institution_ids":["https://openalex.org/I169521973"]},{"raw_affiliation_string":"Department of Psychiatry and Behavioral Sciences, University of New Mexico, Albuquerque, NM, USA","institution_ids":["https://openalex.org/I169521973"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5060798483","display_name":"T\u00fclay Adal\u0131","orcid":"https://orcid.org/0000-0003-0594-2796"},"institutions":[{"id":"https://openalex.org/I126744593","display_name":"University of Maryland, Baltimore","ror":"https://ror.org/04rq5mt64","country_code":"US","type":"education","lineage":["https://openalex.org/I126744593"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Tulay Adali","raw_affiliation_strings":["University of Maryland,Department of CSEE,Baltimore,MD,USA","Department of CSEE, University of Maryland, Baltimore, MD, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University of Maryland,Department of CSEE,Baltimore,MD,USA","institution_ids":["https://openalex.org/I126744593"]},{"raw_affiliation_string":"Department of CSEE, University of Maryland, Baltimore, MD, USA","institution_ids":["https://openalex.org/I126744593"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5025541987","display_name":"Mukesh Dhamala","orcid":"https://orcid.org/0000-0001-9426-6261"},"institutions":[{"id":"https://openalex.org/I181565077","display_name":"Georgia State University","ror":"https://ror.org/03qt6ba18","country_code":"US","type":"education","lineage":["https://openalex.org/I181565077"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Mukesh Dhamala","raw_affiliation_strings":["Georgia State University,Department of Physics and Astronomy,Atlanta,GA,USA","Department of Physics and Astronomy, Georgia State University, Atlanta, GA, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Georgia State University,Department of Physics and Astronomy,Atlanta,GA,USA","institution_ids":["https://openalex.org/I181565077"]},{"raw_affiliation_string":"Department of Physics and Astronomy, Georgia State University, Atlanta, GA, USA","institution_ids":["https://openalex.org/I181565077"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5032850756","display_name":"Vince D. Calhoun","orcid":"https://orcid.org/0000-0001-9058-0747"},"institutions":[{"id":"https://openalex.org/I4210133909","display_name":"Center for Translational Research in Neuroimaging and Data Science","ror":"https://ror.org/02qx6zf82","country_code":"US","type":"facility","lineage":["https://openalex.org/I130701444","https://openalex.org/I150468666","https://openalex.org/I181565077","https://openalex.org/I4210133909"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Vince D. Calhoun","raw_affiliation_strings":["Tri-Institutional Center for Translational Research in Neuroimaging and Data Science (TReNDS)"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Tri-Institutional Center for Translational Research in Neuroimaging and Data Science (TReNDS)","institution_ids":["https://openalex.org/I4210133909"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":4,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":null,"has_fulltext":false,"cited_by_count":1,"citation_normalized_percentile":null,"cited_by_percentile_year":null,"biblio":{"volume":null,"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":1.0,"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":1.0,"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/T10581","display_name":"Neural dynamics and brain function","score":0.9987000226974487,"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":0.9983999729156494,"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":0.7637826204299927},{"id":"https://openalex.org/keywords/inference","display_name":"Inference","score":0.6497530937194824},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.5274729132652283},{"id":"https://openalex.org/keywords/voxel","display_name":"Voxel","score":0.49639326333999634},{"id":"https://openalex.org/keywords/dynamics","display_name":"Dynamics (music)","score":0.49373874068260193},{"id":"https://openalex.org/keywords/spatial-analysis","display_name":"Spatial analysis","score":0.4897644519805908},{"id":"https://openalex.org/keywords/identification","display_name":"Identification (biology)","score":0.4667855501174927},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.4060024619102478},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.3664548993110657},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.1236027181148529}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7637826204299927},{"id":"https://openalex.org/C2776214188","wikidata":"https://www.wikidata.org/wiki/Q408386","display_name":"Inference","level":2,"score":0.6497530937194824},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.5274729132652283},{"id":"https://openalex.org/C54170458","wikidata":"https://www.wikidata.org/wiki/Q663554","display_name":"Voxel","level":2,"score":0.49639326333999634},{"id":"https://openalex.org/C145912823","wikidata":"https://www.wikidata.org/wiki/Q113558","display_name":"Dynamics (music)","level":2,"score":0.49373874068260193},{"id":"https://openalex.org/C159620131","wikidata":"https://www.wikidata.org/wiki/Q1938983","display_name":"Spatial analysis","level":2,"score":0.4897644519805908},{"id":"https://openalex.org/C116834253","wikidata":"https://www.wikidata.org/wiki/Q2039217","display_name":"Identification (biology)","level":2,"score":0.4667855501174927},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.4060024619102478},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.3664548993110657},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.1236027181148529},{"id":"https://openalex.org/C59822182","wikidata":"https://www.wikidata.org/wiki/Q441","display_name":"Botany","level":1,"score":0.0},{"id":"https://openalex.org/C24890656","wikidata":"https://www.wikidata.org/wiki/Q82811","display_name":"Acoustics","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/C105795698","wikidata":"https://www.wikidata.org/wiki/Q12483","display_name":"Statistics","level":1,"score":0.0},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/isbi53787.2023.10230735","is_oa":false,"landing_page_url":"https://doi.org/10.1109/isbi53787.2023.10230735","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2023 IEEE 20th International Symposium on Biomedical Imaging (ISBI)","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/W1985327120","https://openalex.org/W2090664364","https://openalex.org/W2108384452","https://openalex.org/W2115971978","https://openalex.org/W2170702893","https://openalex.org/W2202068811","https://openalex.org/W2336932237","https://openalex.org/W2949962615","https://openalex.org/W2950455940","https://openalex.org/W2971494328","https://openalex.org/W3001572095","https://openalex.org/W3049723401","https://openalex.org/W4212782587","https://openalex.org/W4283696279","https://openalex.org/W4295018148","https://openalex.org/W6842831425"],"related_works":["https://openalex.org/W3027020613","https://openalex.org/W2016533837","https://openalex.org/W3167885074","https://openalex.org/W2892386716","https://openalex.org/W1998563493","https://openalex.org/W4306164210","https://openalex.org/W4313316311","https://openalex.org/W4362608745","https://openalex.org/W2383143032","https://openalex.org/W2148204638"],"abstract_inverted_index":{"We":[0],"recently":[1],"showed":[2],"that":[3],"the":[4,10,77,94],"brain":[5,14,25,114,137],"is":[6,54,89],"spatially":[7,45],"dynamic,":[8],"i.e.,":[9],"spatial":[11,35,118],"patterns":[12,79],"of":[13,84],"networks":[15,41,49,115],"evolve":[16],"over":[17],"time.":[18],"Yet,":[19],"most":[20],"studies,":[21],"even":[22],"those":[23],"studying":[24],"dynamics,":[26],"omit":[27],"this":[28],"information,":[29],"leading":[30],"to":[31,75,111],"incorrect":[32],"inferences.":[33],"Moreover,":[34],"dynamics":[36,138],"carry":[37],"unique":[38],"information":[39,74],"about":[40],"hidden":[42],"from":[43],"existing":[44],"static":[46],"approaches.However,":[47],"estimating":[48],"in":[50,107,128,134,142],"a":[51,62,103,108],"time-resolved":[52,109],"manner":[53,110],"challenging":[55],"because":[56],"(1)":[57],"resting-state":[58],"fMRI":[59],"(rsfMRI)":[60],"has":[61],"low":[63],"signal-to-noise":[64],"ratio":[65],"(SNR),":[66],"(2)":[67],"relatively":[68],"short":[69],"time":[70],"segments":[71],"have":[72],"insufficient":[73],"characterize":[76],"spatiotemporal":[78],"stand-alone,":[80],"and":[81,87,91,116],"(3)":[82],"identification":[83],"correspondence":[85],"within":[86],"between-subject":[88],"suboptimal":[90],"uncertain.Inspired":[92],"by":[93,101],"group-inference":[95],"framework,":[96],"we":[97],"addressed":[98],"these":[99,132],"limitations":[100],"adopting":[102],"referenced-informed":[104],"estimation":[105],"technique":[106],"capture":[112],"time-varying":[113],"their":[117],"functional":[119],"network":[120],"connectivity":[121],"(spFNC).":[122],"Our":[123],"approach":[124],"detects":[125],"schizophrenia":[126],"alterations":[127],"dynamic":[129],"spFNC.":[130],"Interestingly":[131],"changes":[133],"low-dimensional":[135],"global":[136],"are":[139],"also":[140],"manifested":[141],"high-dimensional":[143],"(voxel-level)":[144],"space.":[145]},"counts_by_year":[{"year":2025,"cited_by_count":1}],"updated_date":"2026-07-14T23:27:15.235271","created_date":"2025-10-10T00:00:00"}
