{"id":"https://openalex.org/W2165329634","doi":"https://doi.org/10.1109/isbi.2013.6556525","title":"Predicting functional cortical ROIs via joint modeling of anatomical and connectional profiles","display_name":"Predicting functional cortical ROIs via joint modeling of anatomical and connectional profiles","publication_year":2013,"publication_date":"2013-04-01","ids":{"openalex":"https://openalex.org/W2165329634","doi":"https://doi.org/10.1109/isbi.2013.6556525","mag":"2165329634"},"language":"en","primary_location":{"id":"doi:10.1109/isbi.2013.6556525","is_oa":false,"landing_page_url":"https://doi.org/10.1109/isbi.2013.6556525","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2013 IEEE 10th International Symposium on Biomedical Imaging","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/A5100665425","display_name":"Tuo Zhang","orcid":"https://orcid.org/0000-0002-6075-3384"},"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"]},{"id":"https://openalex.org/I17145004","display_name":"Northwestern Polytechnical University","ror":"https://ror.org/01y0j0j86","country_code":"CN","type":"education","lineage":["https://openalex.org/I17145004"]}],"countries":["CN","US"],"is_corresponding":false,"raw_author_name":"Tuo Zhang","raw_affiliation_strings":["Cortical Architecture Imaging and Discovery Lab, Department of Computer Science and Bioimaging Research Center, University of Georgia, Athens, GA, USA","School of Automation, Northwestern Polytechnic University, Xian, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Cortical Architecture Imaging and Discovery Lab, Department of Computer Science and Bioimaging Research Center, University of Georgia, Athens, GA, USA","institution_ids":["https://openalex.org/I165733156"]},{"raw_affiliation_string":"School of Automation, Northwestern Polytechnic University, Xian, China","institution_ids":["https://openalex.org/I17145004"]}]},{"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/I17145004","display_name":"Northwestern Polytechnical University","ror":"https://ror.org/01y0j0j86","country_code":"CN","type":"education","lineage":["https://openalex.org/I17145004"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Dajiang Zhu","raw_affiliation_strings":["School of Automation, Northwestern Polytechnic University, Xian, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Automation, Northwestern Polytechnic University, Xian, China","institution_ids":["https://openalex.org/I17145004"]}]},{"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/I17145004","display_name":"Northwestern Polytechnical University","ror":"https://ror.org/01y0j0j86","country_code":"CN","type":"education","lineage":["https://openalex.org/I17145004"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Xi Jiang","raw_affiliation_strings":["School of Automation, Northwestern Polytechnic University, Xian, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Automation, Northwestern Polytechnic University, Xian, China","institution_ids":["https://openalex.org/I17145004"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5032245448","display_name":"Lei Guo","orcid":"https://orcid.org/0000-0003-3427-8222"},"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":"Lei Guo","raw_affiliation_strings":["Cortical Architecture Imaging and Discovery Lab, Department of Computer Science and Bioimaging Research Center, University of Georgia, Athens, GA, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Cortical Architecture Imaging and Discovery Lab, Department of Computer Science and Bioimaging Research Center, University of Georgia, Athens, GA, USA","institution_ids":["https://openalex.org/I165733156"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5100647156","display_name":"Tianming Liu","orcid":"https://orcid.org/0000-0002-8132-9048"},"institutions":[{"id":"https://openalex.org/I17145004","display_name":"Northwestern Polytechnical University","ror":"https://ror.org/01y0j0j86","country_code":"CN","type":"education","lineage":["https://openalex.org/I17145004"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Tianming Liu","raw_affiliation_strings":["School of Automation, Northwestern Polytechnic University, Xian, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Automation, Northwestern Polytechnic University, Xian, China","institution_ids":["https://openalex.org/I17145004"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":2,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":null,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":null,"cited_by_percentile_year":null,"biblio":{"volume":"21","issue":null,"first_page":"516","last_page":"519"},"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/T10378","display_name":"Advanced MRI Techniques and Applications","score":0.9998999834060669,"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/T11304","display_name":"Advanced Neuroimaging Techniques and Applications","score":0.9994000196456909,"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":0.7415415048599243},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.6937764883041382},{"id":"https://openalex.org/keywords/benchmark","display_name":"Benchmark (surveying)","score":0.6291459798812866},{"id":"https://openalex.org/keywords/task","display_name":"Task (project management)","score":0.6012001037597656},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.5664076209068298},{"id":"https://openalex.org/keywords/functional-magnetic-resonance-imaging","display_name":"Functional magnetic resonance imaging","score":0.46315354108810425},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.4368458688259125},{"id":"https://openalex.org/keywords/neuroscience","display_name":"Neuroscience","score":0.1235727071762085},{"id":"https://openalex.org/keywords/psychology","display_name":"Psychology","score":0.10381636023521423}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7415415048599243},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.6937764883041382},{"id":"https://openalex.org/C185798385","wikidata":"https://www.wikidata.org/wiki/Q1161707","display_name":"Benchmark (surveying)","level":2,"score":0.6291459798812866},{"id":"https://openalex.org/C2780451532","wikidata":"https://www.wikidata.org/wiki/Q759676","display_name":"Task (project management)","level":2,"score":0.6012001037597656},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.5664076209068298},{"id":"https://openalex.org/C2779226451","wikidata":"https://www.wikidata.org/wiki/Q903809","display_name":"Functional magnetic resonance imaging","level":2,"score":0.46315354108810425},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.4368458688259125},{"id":"https://openalex.org/C169760540","wikidata":"https://www.wikidata.org/wiki/Q207011","display_name":"Neuroscience","level":1,"score":0.1235727071762085},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.10381636023521423},{"id":"https://openalex.org/C13280743","wikidata":"https://www.wikidata.org/wiki/Q131089","display_name":"Geodesy","level":1,"score":0.0},{"id":"https://openalex.org/C187736073","wikidata":"https://www.wikidata.org/wiki/Q2920921","display_name":"Management","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},{"id":"https://openalex.org/C205649164","wikidata":"https://www.wikidata.org/wiki/Q1071","display_name":"Geography","level":0,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/isbi.2013.6556525","is_oa":false,"landing_page_url":"https://doi.org/10.1109/isbi.2013.6556525","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2013 IEEE 10th International Symposium on Biomedical Imaging","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":18,"referenced_works":["https://openalex.org/W1969533226","https://openalex.org/W1970928383","https://openalex.org/W1998710995","https://openalex.org/W2053756137","https://openalex.org/W2071808690","https://openalex.org/W2072522618","https://openalex.org/W2083533641","https://openalex.org/W2092496538","https://openalex.org/W2108333036","https://openalex.org/W2116550048","https://openalex.org/W2127069950","https://openalex.org/W2131181615","https://openalex.org/W2144935315","https://openalex.org/W2146693559","https://openalex.org/W2154054253","https://openalex.org/W2191948697","https://openalex.org/W4241128332","https://openalex.org/W6680962578"],"related_works":["https://openalex.org/W2378211422","https://openalex.org/W2745001401","https://openalex.org/W4321353415","https://openalex.org/W2130974462","https://openalex.org/W972276598","https://openalex.org/W4246352526","https://openalex.org/W2028665553","https://openalex.org/W2086519370","https://openalex.org/W2087343574","https://openalex.org/W2121910908"],"abstract_inverted_index":{"Localization":[0],"of":[1,6,34,48,79],"functional":[2,111],"cortical":[3],"ROIs":[4,66,81],"(regions":[5],"interests)":[7],"in":[8,20,96,135],"structural":[9,107],"data":[10,51],"such":[11,52],"as":[12,53,67],"DTI":[13,85,140],"and":[14,22,40,56,86,122],"T1-weighted":[15,87],"MRI":[16,88,142],"has":[17],"significant":[18],"importance":[19],"basic":[21],"clinical":[23],"neuroscience.":[24],"However,":[25],"this":[26,69],"problem":[27],"is":[28],"challenging":[29],"due":[30],"to":[31,109],"the":[32,46,99,106],"lack":[33],"quantitative":[35],"mapping":[36],"between":[37],"brain":[38],"structure":[39],"function,":[41],"which":[42,114],"relies":[43],"on":[44,83,105],"both":[45],"availability":[47],"benchmark":[49],"training":[50],"task-based":[54,63,146],"fMRI":[55,64,147],"effective":[57],"machine":[58,92],"learning":[59,93],"algorithms.":[60],"By":[61],"using":[62],"derived":[65],"benchmarks,":[68],"paper":[70],"presents":[71],"a":[72,91],"novel":[73],"approach":[74],"that":[75,127,137],"develops":[76],"predictive":[77,100,129],"models":[78,101,130],"those":[80],"based":[82],"concurrent":[84],"datasets":[89,108],"within":[90],"paradigm.":[94],"Particularly,":[95],"application":[97],"stage,":[98],"are":[102,115],"only":[103,139],"applied":[104,134],"predict":[110],"ROI":[112],"locations,":[113],"evaluated":[116],"by":[117],"cross-validation":[118],"studies,":[119],"independent":[120],"tests":[121],"reproducibility":[123],"studies.":[124],"We":[125],"envision":[126],"these":[128],"can":[131],"be":[132],"widely":[133],"scenarios":[136],"have":[138],"and/or":[141],"data,":[143],"but":[144],"without":[145],"data.":[148]},"counts_by_year":[],"updated_date":"2026-07-14T23:27:15.235271","created_date":"2025-10-10T00:00:00"}