{"id":"https://openalex.org/W1574378856","doi":"https://doi.org/10.1109/isbi.2015.7163810","title":"Connectivity-based parcellation of putamen using resting state fMRI data","display_name":"Connectivity-based parcellation of putamen using resting state fMRI data","publication_year":2015,"publication_date":"2015-04-01","ids":{"openalex":"https://openalex.org/W1574378856","doi":"https://doi.org/10.1109/isbi.2015.7163810","mag":"1574378856"},"language":"en","primary_location":{"id":"doi:10.1109/isbi.2015.7163810","is_oa":false,"landing_page_url":"https://doi.org/10.1109/isbi.2015.7163810","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2015 IEEE 12th 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/A5100395375","display_name":"Yiming Zhang","orcid":"https://orcid.org/0000-0002-8355-1873"},"institutions":[{"id":"https://openalex.org/I141945490","display_name":"University of British Columbia","ror":"https://ror.org/03rmrcq20","country_code":"CA","type":"education","lineage":["https://openalex.org/I141945490"]}],"countries":["CA"],"is_corresponding":true,"raw_author_name":"Yiming Zhang","raw_affiliation_strings":["Dept. of Electrical and Computer Engineering, University of British Columbia, Vancouver, BC, Canada","Department of Electrical and Computer Engineering, University of British Columbia Vancouver, BC V6T 1Z4, Canada"],"affiliations":[{"raw_affiliation_string":"Dept. of Electrical and Computer Engineering, University of British Columbia, Vancouver, BC, Canada","institution_ids":["https://openalex.org/I141945490"]},{"raw_affiliation_string":"Department of Electrical and Computer Engineering, University of British Columbia Vancouver, BC V6T 1Z4, Canada","institution_ids":["https://openalex.org/I141945490"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100756739","display_name":"Aiping Liu","orcid":"https://orcid.org/0000-0001-8849-5228"},"institutions":[{"id":"https://openalex.org/I141945490","display_name":"University of British Columbia","ror":"https://ror.org/03rmrcq20","country_code":"CA","type":"education","lineage":["https://openalex.org/I141945490"]}],"countries":["CA"],"is_corresponding":false,"raw_author_name":"Aiping Liu","raw_affiliation_strings":["Dept. of Electrical and Computer Engineering, University of British Columbia, Vancouver, BC, Canada","Department of Electrical and Computer Engineering, University of British Columbia Vancouver, BC V6T 1Z4, Canada"],"affiliations":[{"raw_affiliation_string":"Dept. of Electrical and Computer Engineering, University of British Columbia, Vancouver, BC, Canada","institution_ids":["https://openalex.org/I141945490"]},{"raw_affiliation_string":"Department of Electrical and Computer Engineering, University of British Columbia Vancouver, BC V6T 1Z4, Canada","institution_ids":["https://openalex.org/I141945490"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5016910007","display_name":"Sun Nee Tan","orcid":null},"institutions":[{"id":"https://openalex.org/I141945490","display_name":"University of British Columbia","ror":"https://ror.org/03rmrcq20","country_code":"CA","type":"education","lineage":["https://openalex.org/I141945490"]}],"countries":["CA"],"is_corresponding":false,"raw_author_name":"Sun Nee Tan","raw_affiliation_strings":["Dept. of Neurology and Pacific Parkinsons Research Centre, University of British Columbia, Vancouver, BC, Canada","Dept. of Neurology and Pacific Parkinsons Research Centre, University of British Columbia, Vancouver, BC V6T 1Z4, Canada"],"affiliations":[{"raw_affiliation_string":"Dept. of Neurology and Pacific Parkinsons Research Centre, University of British Columbia, Vancouver, BC, Canada","institution_ids":["https://openalex.org/I141945490"]},{"raw_affiliation_string":"Dept. of Neurology and Pacific Parkinsons Research Centre, University of British Columbia, Vancouver, BC V6T 1Z4, Canada","institution_ids":["https://openalex.org/I141945490"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5021255536","display_name":"Martin J. McKeown","orcid":"https://orcid.org/0000-0002-4048-0817"},"institutions":[{"id":"https://openalex.org/I141945490","display_name":"University of British Columbia","ror":"https://ror.org/03rmrcq20","country_code":"CA","type":"education","lineage":["https://openalex.org/I141945490"]}],"countries":["CA"],"is_corresponding":false,"raw_author_name":"Martin J. McKeown","raw_affiliation_strings":["Dept. of Neurology and Pacific Parkinsons Research Centre, University of British Columbia, Vancouver, BC, Canada","Dept. of Neurology and Pacific Parkinsons Research Centre, University of British Columbia, Vancouver, BC V6T 1Z4, Canada"],"affiliations":[{"raw_affiliation_string":"Dept. of Neurology and Pacific Parkinsons Research Centre, University of British Columbia, Vancouver, BC, Canada","institution_ids":["https://openalex.org/I141945490"]},{"raw_affiliation_string":"Dept. of Neurology and Pacific Parkinsons Research Centre, University of British Columbia, Vancouver, BC V6T 1Z4, Canada","institution_ids":["https://openalex.org/I141945490"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5051587486","display_name":"Z. Jane Wang","orcid":"https://orcid.org/0000-0002-3791-0249"},"institutions":[{"id":"https://openalex.org/I141945490","display_name":"University of British Columbia","ror":"https://ror.org/03rmrcq20","country_code":"CA","type":"education","lineage":["https://openalex.org/I141945490"]}],"countries":["CA"],"is_corresponding":false,"raw_author_name":"Z. Jane Wang","raw_affiliation_strings":["Dept. of Electrical and Computer Engineering, University of British Columbia, Vancouver, BC, Canada","Department of Electrical and Computer Engineering, University of British Columbia Vancouver, BC V6T 1Z4, Canada"],"affiliations":[{"raw_affiliation_string":"Dept. of Electrical and Computer Engineering, University of British Columbia, Vancouver, BC, Canada","institution_ids":["https://openalex.org/I141945490"]},{"raw_affiliation_string":"Department of Electrical and Computer Engineering, University of British Columbia Vancouver, BC V6T 1Z4, Canada","institution_ids":["https://openalex.org/I141945490"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":5,"corresponding_author_ids":["https://openalex.org/A5100395375"],"corresponding_institution_ids":["https://openalex.org/I141945490"],"apc_list":null,"apc_paid":null,"fwci":0.1613,"has_fulltext":false,"cited_by_count":1,"citation_normalized_percentile":{"value":0.50363331,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":94},"biblio":{"volume":"7","issue":null,"first_page":"34","last_page":"37"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10581","display_name":"Neural dynamics and brain function","score":0.9997000098228455,"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/T10581","display_name":"Neural dynamics and brain function","score":0.9997000098228455,"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/T10241","display_name":"Functional Brain Connectivity Studies","score":0.9980000257492065,"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/T11447","display_name":"Blind Source Separation Techniques","score":0.9975000023841858,"subfield":{"id":"https://openalex.org/subfields/1711","display_name":"Signal Processing"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/voxel","display_name":"Voxel","score":0.8518528938293457},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6518712043762207},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.6456422209739685},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.6396676898002625},{"id":"https://openalex.org/keywords/lasso","display_name":"Lasso (programming language)","score":0.4630885720252991},{"id":"https://openalex.org/keywords/spatial-analysis","display_name":"Spatial analysis","score":0.45260539650917053},{"id":"https://openalex.org/keywords/regression","display_name":"Regression","score":0.43940457701683044},{"id":"https://openalex.org/keywords/graph","display_name":"Graph","score":0.43842074275016785},{"id":"https://openalex.org/keywords/resting-state-fmri","display_name":"Resting state fMRI","score":0.4166979193687439},{"id":"https://openalex.org/keywords/putamen","display_name":"Putamen","score":0.4154958128929138},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.23165088891983032},{"id":"https://openalex.org/keywords/neuroscience","display_name":"Neuroscience","score":0.2144206166267395},{"id":"https://openalex.org/keywords/statistics","display_name":"Statistics","score":0.11177399754524231},{"id":"https://openalex.org/keywords/psychology","display_name":"Psychology","score":0.10218873620033264},{"id":"https://openalex.org/keywords/theoretical-computer-science","display_name":"Theoretical computer science","score":0.084795743227005}],"concepts":[{"id":"https://openalex.org/C54170458","wikidata":"https://www.wikidata.org/wiki/Q663554","display_name":"Voxel","level":2,"score":0.8518528938293457},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6518712043762207},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.6456422209739685},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.6396676898002625},{"id":"https://openalex.org/C37616216","wikidata":"https://www.wikidata.org/wiki/Q3218363","display_name":"Lasso (programming language)","level":2,"score":0.4630885720252991},{"id":"https://openalex.org/C159620131","wikidata":"https://www.wikidata.org/wiki/Q1938983","display_name":"Spatial analysis","level":2,"score":0.45260539650917053},{"id":"https://openalex.org/C83546350","wikidata":"https://www.wikidata.org/wiki/Q1139051","display_name":"Regression","level":2,"score":0.43940457701683044},{"id":"https://openalex.org/C132525143","wikidata":"https://www.wikidata.org/wiki/Q141488","display_name":"Graph","level":2,"score":0.43842074275016785},{"id":"https://openalex.org/C66324658","wikidata":"https://www.wikidata.org/wiki/Q7316120","display_name":"Resting state fMRI","level":2,"score":0.4166979193687439},{"id":"https://openalex.org/C2779714222","wikidata":"https://www.wikidata.org/wiki/Q550934","display_name":"Putamen","level":2,"score":0.4154958128929138},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.23165088891983032},{"id":"https://openalex.org/C169760540","wikidata":"https://www.wikidata.org/wiki/Q207011","display_name":"Neuroscience","level":1,"score":0.2144206166267395},{"id":"https://openalex.org/C105795698","wikidata":"https://www.wikidata.org/wiki/Q12483","display_name":"Statistics","level":1,"score":0.11177399754524231},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.10218873620033264},{"id":"https://openalex.org/C80444323","wikidata":"https://www.wikidata.org/wiki/Q2878974","display_name":"Theoretical computer science","level":1,"score":0.084795743227005},{"id":"https://openalex.org/C136764020","wikidata":"https://www.wikidata.org/wiki/Q466","display_name":"World Wide Web","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/isbi.2015.7163810","is_oa":false,"landing_page_url":"https://doi.org/10.1109/isbi.2015.7163810","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2015 IEEE 12th 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":10,"referenced_works":["https://openalex.org/W1966066878","https://openalex.org/W1989060270","https://openalex.org/W2022346834","https://openalex.org/W2091928228","https://openalex.org/W2102168721","https://openalex.org/W2113137767","https://openalex.org/W2135046866","https://openalex.org/W2140514146","https://openalex.org/W2143516773","https://openalex.org/W3101782091"],"related_works":["https://openalex.org/W2186611705","https://openalex.org/W3198484208","https://openalex.org/W1983721061","https://openalex.org/W3027020613","https://openalex.org/W2349665762","https://openalex.org/W2109563242","https://openalex.org/W2016533837","https://openalex.org/W2048303811","https://openalex.org/W3167885074","https://openalex.org/W2138366636"],"abstract_inverted_index":{"In":[0],"this":[1],"paper,":[2],"we":[3],"present":[4],"a":[5,11,45,55,92],"novel":[6],"framework":[7,51],"for":[8,63,96,119],"parcellation":[9],"of":[10,76],"brain":[12,22,47,121],"region":[13],"into":[14,32,100],"functional":[15],"sub-regions":[16,43,112],"based":[17],"on":[18,53],"connectivity":[19,122],"patterns":[20],"between":[21],"regions.":[23],"The":[24,49],"proposed":[25,50],"method":[26],"takes":[27],"the":[28],"prior":[29],"neurological":[30],"information":[31,105],"consideration":[33],"and":[34,40,66,85,90,109,116],"aims":[35],"at":[36],"finding":[37],"spatially":[38,57,65,107],"continuous":[39,108],"functionally":[41,67,110],"consistent":[42,111],"in":[44],"given":[46],"area.":[48],"relies":[52],"1)":[54],"sparse":[56],"regularized":[58],"fused":[59],"lasso":[60],"regression":[61,73],"model":[62],"encouraging":[64],"adjacent":[68],"voxels":[69,82,99],"to":[70],"share":[71],"similar":[72],"coefficients":[74],"despite":[75],"spatial":[77,104],"noise;":[78],"2)":[79],"an":[80],"iterative":[81],"(groups)":[83],"merging":[84],"adaptive":[86],"parameter":[87],"tuning":[88],"process;":[89],"3)":[91],"Graph-Cut":[93],"optimization":[94],"algorithm":[95],"assigning":[97],"overlapped":[98],"separate":[101],"sub-regions.":[102],"With":[103],"incorporated,":[106],"could":[113],"be":[114],"obtained":[115],"further":[117],"used":[118],"subsequent":[120],"analysis.":[123]},"counts_by_year":[{"year":2018,"cited_by_count":1}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}