{"id":"https://openalex.org/W1976929558","doi":"https://doi.org/10.1109/isbi.2014.6867942","title":"Exploring functional brain dynamics via a Bayesian connectivity change point model","display_name":"Exploring functional brain dynamics via a Bayesian connectivity change point model","publication_year":2014,"publication_date":"2014-04-01","ids":{"openalex":"https://openalex.org/W1976929558","doi":"https://doi.org/10.1109/isbi.2014.6867942","mag":"1976929558"},"language":"en","primary_location":{"id":"doi:10.1109/isbi.2014.6867942","is_oa":false,"landing_page_url":"https://doi.org/10.1109/isbi.2014.6867942","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2014 IEEE 11th International Symposium on Biomedical Imaging (ISBI)","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/A5016645765","display_name":"Zhichao Lian","orcid":"https://orcid.org/0000-0002-6643-8975"},"institutions":[{"id":"https://openalex.org/I32971472","display_name":"Yale University","ror":"https://ror.org/03v76x132","country_code":"US","type":"education","lineage":["https://openalex.org/I32971472"]}],"countries":["US"],"is_corresponding":true,"raw_author_name":"Zhichao Lian","raw_affiliation_strings":["Department of Statistics, Yale University, New Haven, CT"],"affiliations":[{"raw_affiliation_string":"Department of Statistics, Yale University, New Haven, CT","institution_ids":["https://openalex.org/I32971472"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100331094","display_name":"Xiang Li","orcid":"https://orcid.org/0000-0002-9851-6376"},"institutions":[{"id":"https://openalex.org/I165733156","display_name":"University of Georgia","ror":"https://ror.org/00te3t702","country_code":"US","type":"education","lineage":["https://openalex.org/I165733156"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Xiang Li","raw_affiliation_strings":["Department of Computer Science, University of Georgia, Athens, GA"],"affiliations":[{"raw_affiliation_string":"Department of Computer Science, University of Georgia, Athens, GA","institution_ids":["https://openalex.org/I165733156"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5109209031","display_name":"Jianchuan Xing","orcid":null},"institutions":[{"id":"https://openalex.org/I32971472","display_name":"Yale University","ror":"https://ror.org/03v76x132","country_code":"US","type":"education","lineage":["https://openalex.org/I32971472"]},{"id":"https://openalex.org/I150229711","display_name":"University of Electronic Science and Technology of China","ror":"https://ror.org/04qr3zq92","country_code":"CN","type":"education","lineage":["https://openalex.org/I150229711"]}],"countries":["CN","US"],"is_corresponding":false,"raw_author_name":"Jianchuan Xing","raw_affiliation_strings":["Department of Statistics, Yale University, New Haven, CT","School of Computer Science and Engineering, University of Electronic Science and Technology of China, Chengdu, P.R. China"],"affiliations":[{"raw_affiliation_string":"Department of Statistics, Yale University, New Haven, CT","institution_ids":["https://openalex.org/I32971472"]},{"raw_affiliation_string":"School of Computer Science and Engineering, University of Electronic Science and Technology of China, Chengdu, P.R. China","institution_ids":["https://openalex.org/I150229711"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5076914529","display_name":"Jinglei Lv","orcid":"https://orcid.org/0000-0002-4906-2646"},"institutions":[{"id":"https://openalex.org/I165733156","display_name":"University of Georgia","ror":"https://ror.org/00te3t702","country_code":"US","type":"education","lineage":["https://openalex.org/I165733156"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Jinglei Lv","raw_affiliation_strings":["Department of Computer Science, University of Georgia, Athens, GA"],"affiliations":[{"raw_affiliation_string":"Department of Computer Science, University of Georgia, Athens, GA","institution_ids":["https://openalex.org/I165733156"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5026584447","display_name":"Xi Jiang","orcid":"https://orcid.org/0000-0003-3711-0847"},"institutions":[{"id":"https://openalex.org/I165733156","display_name":"University of Georgia","ror":"https://ror.org/00te3t702","country_code":"US","type":"education","lineage":["https://openalex.org/I165733156"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Xi Jiang","raw_affiliation_strings":["Department of Computer Science, University of Georgia, Athens, GA"],"affiliations":[{"raw_affiliation_string":"Department of Computer Science, University of Georgia, Athens, GA","institution_ids":["https://openalex.org/I165733156"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5038582366","display_name":"Dajiang Zhu","orcid":"https://orcid.org/0000-0002-6940-3911"},"institutions":[{"id":"https://openalex.org/I165733156","display_name":"University of Georgia","ror":"https://ror.org/00te3t702","country_code":"US","type":"education","lineage":["https://openalex.org/I165733156"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Dajiang Zhu","raw_affiliation_strings":["Department of Computer Science, University of Georgia, Athens, GA"],"affiliations":[{"raw_affiliation_string":"Department of Computer Science, University of Georgia, Athens, GA","institution_ids":["https://openalex.org/I165733156"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100452844","display_name":"Shu Zhang","orcid":"https://orcid.org/0000-0002-4380-1268"},"institutions":[{"id":"https://openalex.org/I165733156","display_name":"University of Georgia","ror":"https://ror.org/00te3t702","country_code":"US","type":"education","lineage":["https://openalex.org/I165733156"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Shu Zhang","raw_affiliation_strings":["Department of Computer Science, University of Georgia, Athens, GA"],"affiliations":[{"raw_affiliation_string":"Department of Computer Science, University of Georgia, Athens, GA","institution_ids":["https://openalex.org/I165733156"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101806033","display_name":"Jiansong Xu","orcid":"https://orcid.org/0000-0003-3769-6809"},"institutions":[{"id":"https://openalex.org/I32971472","display_name":"Yale University","ror":"https://ror.org/03v76x132","country_code":"US","type":"education","lineage":["https://openalex.org/I32971472"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Jiansong Xu","raw_affiliation_strings":["Department of Psychiatry, Yale University, New Haven, CT"],"affiliations":[{"raw_affiliation_string":"Department of Psychiatry, Yale University, New Haven, CT","institution_ids":["https://openalex.org/I32971472"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5067499997","display_name":"Marc N. Potenza","orcid":"https://orcid.org/0000-0002-6323-1354"},"institutions":[{"id":"https://openalex.org/I32971472","display_name":"Yale University","ror":"https://ror.org/03v76x132","country_code":"US","type":"education","lineage":["https://openalex.org/I32971472"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Marc N. Potenza","raw_affiliation_strings":["Department of Psychiatry, Yale University, New Haven, CT"],"affiliations":[{"raw_affiliation_string":"Department of Psychiatry, Yale University, New Haven, CT","institution_ids":["https://openalex.org/I32971472"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100647156","display_name":"Tianming Liu","orcid":"https://orcid.org/0000-0002-8132-9048"},"institutions":[{"id":"https://openalex.org/I165733156","display_name":"University of Georgia","ror":"https://ror.org/00te3t702","country_code":"US","type":"education","lineage":["https://openalex.org/I165733156"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Tianming Liu","raw_affiliation_strings":["Department of Computer Science, University of Georgia, Athens, GA"],"affiliations":[{"raw_affiliation_string":"Department of Computer Science, University of Georgia, Athens, GA","institution_ids":["https://openalex.org/I165733156"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5100345405","display_name":"Jing Zhang","orcid":"https://orcid.org/0000-0002-5600-9202"},"institutions":[{"id":"https://openalex.org/I32971472","display_name":"Yale University","ror":"https://ror.org/03v76x132","country_code":"US","type":"education","lineage":["https://openalex.org/I32971472"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Jing Zhang","raw_affiliation_strings":["Department of Statistics, Yale University, New Haven, CT"],"affiliations":[{"raw_affiliation_string":"Department of Statistics, Yale University, New Haven, CT","institution_ids":["https://openalex.org/I32971472"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":11,"corresponding_author_ids":["https://openalex.org/A5016645765"],"corresponding_institution_ids":["https://openalex.org/I32971472"],"apc_list":null,"apc_paid":null,"fwci":1.378,"has_fulltext":false,"cited_by_count":16,"citation_normalized_percentile":{"value":0.78953614,"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":"600","last_page":"603"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10241","display_name":"Functional Brain Connectivity Studies","score":0.9998999834060669,"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":0.9998999834060669,"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":0.9957000017166138,"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":0.9902999997138977,"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":0.7378643751144409},{"id":"https://openalex.org/keywords/bayesian-probability","display_name":"Bayesian probability","score":0.5977441072463989},{"id":"https://openalex.org/keywords/dynamics","display_name":"Dynamics (music)","score":0.5604824423789978},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.5367962121963501},{"id":"https://openalex.org/keywords/functional-connectivity","display_name":"Functional connectivity","score":0.499356746673584},{"id":"https://openalex.org/keywords/dynamic-functional-connectivity","display_name":"Dynamic functional connectivity","score":0.49371251463890076},{"id":"https://openalex.org/keywords/neuroimaging","display_name":"Neuroimaging","score":0.49205464124679565},{"id":"https://openalex.org/keywords/task","display_name":"Task (project management)","score":0.4222135543823242},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.34659963846206665},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.34013235569000244},{"id":"https://openalex.org/keywords/neuroscience","display_name":"Neuroscience","score":0.16109508275985718},{"id":"https://openalex.org/keywords/psychology","display_name":"Psychology","score":0.10153582692146301}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7378643751144409},{"id":"https://openalex.org/C107673813","wikidata":"https://www.wikidata.org/wiki/Q812534","display_name":"Bayesian probability","level":2,"score":0.5977441072463989},{"id":"https://openalex.org/C145912823","wikidata":"https://www.wikidata.org/wiki/Q113558","display_name":"Dynamics (music)","level":2,"score":0.5604824423789978},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.5367962121963501},{"id":"https://openalex.org/C3018011982","wikidata":"https://www.wikidata.org/wiki/Q7316120","display_name":"Functional connectivity","level":2,"score":0.499356746673584},{"id":"https://openalex.org/C2781312939","wikidata":"https://www.wikidata.org/wiki/Q17088721","display_name":"Dynamic functional connectivity","level":3,"score":0.49371251463890076},{"id":"https://openalex.org/C58693492","wikidata":"https://www.wikidata.org/wiki/Q551875","display_name":"Neuroimaging","level":2,"score":0.49205464124679565},{"id":"https://openalex.org/C2780451532","wikidata":"https://www.wikidata.org/wiki/Q759676","display_name":"Task (project management)","level":2,"score":0.4222135543823242},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.34659963846206665},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.34013235569000244},{"id":"https://openalex.org/C169760540","wikidata":"https://www.wikidata.org/wiki/Q207011","display_name":"Neuroscience","level":1,"score":0.16109508275985718},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.10153582692146301},{"id":"https://openalex.org/C187736073","wikidata":"https://www.wikidata.org/wiki/Q2920921","display_name":"Management","level":1,"score":0.0},{"id":"https://openalex.org/C19417346","wikidata":"https://www.wikidata.org/wiki/Q7922","display_name":"Pedagogy","level":1,"score":0.0},{"id":"https://openalex.org/C162324750","wikidata":"https://www.wikidata.org/wiki/Q8134","display_name":"Economics","level":0,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/isbi.2014.6867942","is_oa":false,"landing_page_url":"https://doi.org/10.1109/isbi.2014.6867942","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2014 IEEE 11th International Symposium on Biomedical Imaging (ISBI)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":19,"referenced_works":["https://openalex.org/W1822300807","https://openalex.org/W1988244523","https://openalex.org/W1992007613","https://openalex.org/W1998175349","https://openalex.org/W2037035617","https://openalex.org/W2058863159","https://openalex.org/W2083533641","https://openalex.org/W2084438297","https://openalex.org/W2089321051","https://openalex.org/W2089657469","https://openalex.org/W2138905229","https://openalex.org/W2150023439","https://openalex.org/W2154054253","https://openalex.org/W2170702893","https://openalex.org/W2170736894","https://openalex.org/W4232383088","https://openalex.org/W6638557351","https://openalex.org/W6682507415","https://openalex.org/W6685174504"],"related_works":["https://openalex.org/W4307558259","https://openalex.org/W2744921996","https://openalex.org/W2241382951","https://openalex.org/W4385542976","https://openalex.org/W3212435559","https://openalex.org/W2343802789","https://openalex.org/W2774972313","https://openalex.org/W3096960184","https://openalex.org/W3106473966","https://openalex.org/W2562004987"],"abstract_inverted_index":{"Multiple":[0],"recent":[1],"neuroimaging":[2],"studies":[3],"have":[4,24],"demonstrated":[5],"that":[6],"the":[7,44,48,60,67,71,76,83,107],"human":[8],"brain's":[9],"function":[10],"undergoes":[11],"remarkable":[12],"temporal":[13,63,92],"dynamics.":[14,95],"However,":[15],"quantitative":[16],"characterization":[17],"and":[18,57,86,101,119],"modeling":[19],"of":[20,50,62,78],"such":[21],"functional":[22,79,93],"dynamics":[23],"been":[25,99,110],"rarely":[26],"explored.":[27],"To":[28],"fill":[29],"this":[30],"gap,":[31],"we":[32],"presents":[33],"a":[34,113],"novel":[35],"Bayesian":[36],"connectivity":[37],"change":[38,68,73],"point":[39],"model":[40],"(BCCPM),":[41],"to":[42,65,90,112],"analyze":[43],"joint":[45],"probabilities":[46],"among":[47],"nodes":[49],"brain":[51,84,94],"networks":[52,85],"between":[53],"different":[54],"time":[55],"periods":[56],"statistically":[58],"determine":[59],"boundaries":[61],"blocks":[64],"estimate":[66],"points.":[69],"Intuitively,":[70],"determined":[72],"points":[74],"represent":[75],"transitions":[77],"interaction":[80],"patterns":[81],"within":[82],"can":[87],"be":[88],"used":[89],"investigate":[91],"The":[96],"BCCPM":[97,108],"has":[98,109],"evaluated":[100],"validated":[102],"by":[103],"synthesized":[104],"data.":[105],"Also,":[106],"applied":[111],"real":[114],"block-design":[115],"task-based":[116],"fMRI":[117],"dataset":[118],"interesting":[120],"results":[121],"were":[122],"obtained.":[123]},"counts_by_year":[{"year":2024,"cited_by_count":1},{"year":2022,"cited_by_count":1},{"year":2020,"cited_by_count":2},{"year":2019,"cited_by_count":1},{"year":2018,"cited_by_count":2},{"year":2017,"cited_by_count":2},{"year":2016,"cited_by_count":5},{"year":2015,"cited_by_count":1},{"year":2014,"cited_by_count":1}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
