{"id":"https://openalex.org/W2126950614","doi":"https://doi.org/10.1109/icassp.2008.4517655","title":"Mutual Information based Relevance Network Analysis: A Parkinson's Disease Study","display_name":"Mutual Information based Relevance Network Analysis: A Parkinson's Disease Study","publication_year":2008,"publication_date":"2008-03-01","ids":{"openalex":"https://openalex.org/W2126950614","doi":"https://doi.org/10.1109/icassp.2008.4517655","mag":"2126950614"},"language":"en","primary_location":{"id":"doi:10.1109/icassp.2008.4517655","is_oa":false,"landing_page_url":"https://doi.org/10.1109/icassp.2008.4517655","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2008 IEEE International Conference on Acoustics, Speech and Signal Processing","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/A5073976563","display_name":"Pamela Wen-Hsin Lee","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":"Pamela Wen-Hsin Lee","raw_affiliation_strings":["Department of Electrical and Computer Engineering, University of British Columbia, Canada","Dept. of Electr. and Comput. Eng., British Columbia Univ., Vancouver, BC"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Electrical and Computer Engineering, University of British Columbia, Canada","institution_ids":["https://openalex.org/I141945490"]},{"raw_affiliation_string":"Dept. of Electr. and Comput. Eng., British Columbia Univ., Vancouver, BC","institution_ids":["https://openalex.org/I141945490"]}]},{"author_position":"middle","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":["Department of Electrical and Computer Engineering, University of British Columbia, Canada","Dept. of Electr. and Comput. Eng., British Columbia Univ., Vancouver, BC"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Electrical and Computer Engineering, University of British Columbia, Canada","institution_ids":["https://openalex.org/I141945490"]},{"raw_affiliation_string":"Dept. of Electr. and Comput. Eng., British Columbia Univ., Vancouver, BC","institution_ids":["https://openalex.org/I141945490"]}]},{"author_position":"last","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":["Pacific Parkinson's Research Centre, University of British Columbia, Canada","Pacific Parkinson\u00bfs Research Centre, Brain Research Centre, University of British Columbia Canada"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Pacific Parkinson's Research Centre, University of British Columbia, Canada","institution_ids":["https://openalex.org/I141945490"]},{"raw_affiliation_string":"Pacific Parkinson\u00bfs Research Centre, Brain Research Centre, University of British Columbia Canada","institution_ids":["https://openalex.org/I141945490"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":[],"corresponding_institution_ids":["https://openalex.org/I141945490"],"apc_list":null,"apc_paid":null,"fwci":null,"has_fulltext":false,"cited_by_count":3,"citation_normalized_percentile":null,"cited_by_percentile_year":null,"biblio":{"volume":"112","issue":null,"first_page":"497","last_page":"500"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10429","display_name":"EEG and Brain-Computer Interfaces","score":0.9991999864578247,"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/T10429","display_name":"EEG and Brain-Computer Interfaces","score":0.9991999864578247,"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":0.9976000189781189,"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":0.9952999949455261,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/electroencephalography","display_name":"Electroencephalography","score":0.7778618335723877},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6976966261863708},{"id":"https://openalex.org/keywords/mutual-information","display_name":"Mutual information","score":0.6653447151184082},{"id":"https://openalex.org/keywords/coherence","display_name":"Coherence (philosophical gambling strategy)","score":0.5922456383705139},{"id":"https://openalex.org/keywords/metric","display_name":"Metric (unit)","score":0.5538561940193176},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.5456424951553345},{"id":"https://openalex.org/keywords/relevance","display_name":"Relevance (law)","score":0.4591166377067566},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.451189786195755},{"id":"https://openalex.org/keywords/correlation","display_name":"Correlation","score":0.44595882296562195},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.4409988820552826},{"id":"https://openalex.org/keywords/neuroscience","display_name":"Neuroscience","score":0.15063190460205078},{"id":"https://openalex.org/keywords/statistics","display_name":"Statistics","score":0.14698642492294312},{"id":"https://openalex.org/keywords/psychology","display_name":"Psychology","score":0.1467036008834839},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.13059744238853455}],"concepts":[{"id":"https://openalex.org/C522805319","wikidata":"https://www.wikidata.org/wiki/Q179965","display_name":"Electroencephalography","level":2,"score":0.7778618335723877},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6976966261863708},{"id":"https://openalex.org/C152139883","wikidata":"https://www.wikidata.org/wiki/Q252973","display_name":"Mutual information","level":2,"score":0.6653447151184082},{"id":"https://openalex.org/C2781181686","wikidata":"https://www.wikidata.org/wiki/Q4226068","display_name":"Coherence (philosophical gambling strategy)","level":2,"score":0.5922456383705139},{"id":"https://openalex.org/C176217482","wikidata":"https://www.wikidata.org/wiki/Q860554","display_name":"Metric (unit)","level":2,"score":0.5538561940193176},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.5456424951553345},{"id":"https://openalex.org/C158154518","wikidata":"https://www.wikidata.org/wiki/Q7310970","display_name":"Relevance (law)","level":2,"score":0.4591166377067566},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.451189786195755},{"id":"https://openalex.org/C117220453","wikidata":"https://www.wikidata.org/wiki/Q5172842","display_name":"Correlation","level":2,"score":0.44595882296562195},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.4409988820552826},{"id":"https://openalex.org/C169760540","wikidata":"https://www.wikidata.org/wiki/Q207011","display_name":"Neuroscience","level":1,"score":0.15063190460205078},{"id":"https://openalex.org/C105795698","wikidata":"https://www.wikidata.org/wiki/Q12483","display_name":"Statistics","level":1,"score":0.14698642492294312},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.1467036008834839},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.13059744238853455},{"id":"https://openalex.org/C199539241","wikidata":"https://www.wikidata.org/wiki/Q7748","display_name":"Law","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/C17744445","wikidata":"https://www.wikidata.org/wiki/Q36442","display_name":"Political science","level":0,"score":0.0},{"id":"https://openalex.org/C2524010","wikidata":"https://www.wikidata.org/wiki/Q8087","display_name":"Geometry","level":1,"score":0.0},{"id":"https://openalex.org/C21547014","wikidata":"https://www.wikidata.org/wiki/Q1423657","display_name":"Operations management","level":1,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1109/icassp.2008.4517655","is_oa":false,"landing_page_url":"https://doi.org/10.1109/icassp.2008.4517655","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2008 IEEE International Conference on Acoustics, Speech and Signal Processing","raw_type":"proceedings-article"},{"id":"pmh:oai:CiteSeerX.psu:10.1.1.408.4349","is_oa":false,"landing_page_url":"http://citeseerx.ist.psu.edu/viewdoc/summary?doi=10.1.1.408.4349","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"http://www.ece.ubc.ca/~zjanew/conf/ZJW_ICASSP08_MI_7.pdf","raw_type":"text"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":14,"referenced_works":["https://openalex.org/W1645371533","https://openalex.org/W2003689160","https://openalex.org/W2015592526","https://openalex.org/W2055523931","https://openalex.org/W2064996887","https://openalex.org/W2086682418","https://openalex.org/W2099111195","https://openalex.org/W2102500499","https://openalex.org/W2116308679","https://openalex.org/W2147147911","https://openalex.org/W2153035821","https://openalex.org/W2159564628","https://openalex.org/W2478884216","https://openalex.org/W6636748411"],"related_works":["https://openalex.org/W2466816617","https://openalex.org/W2922348724","https://openalex.org/W1970834875","https://openalex.org/W842936808","https://openalex.org/W3174028392","https://openalex.org/W200322357","https://openalex.org/W2130428257","https://openalex.org/W4308951944","https://openalex.org/W2236178445","https://openalex.org/W2010456997"],"abstract_inverted_index":{"Monitoring":[0],"the":[1,6,23,63,72,78,94,98,133],"dynamics":[2,96],"of":[3,9,19,97,100,136],"networks":[4,21],"in":[5,12,22,108,139],"brain":[7,73,119],"is":[8],"central":[10],"importance":[11],"normal":[13],"and":[14,29,70,111,123,127,154],"disease":[15,110],"states.":[16],"Current":[17],"methods":[18],"detecting":[20],"recorded":[24],"EEG":[25,55,58,89,152],"such":[26],"as":[27,44],"correlation":[28],"coherence":[30],"only":[31],"explore":[32],"linear":[33],"dependencies,":[34],"which":[35],"may":[36,74],"be":[37,147],"unsatisfactory.":[38],"We":[39],"propose":[40,86],"applying":[41],"mutual":[42],"information":[43],"an":[45],"alternative":[46],"metric":[47],"for":[48,132,151],"assessing":[49],"possible":[50],"nonlinear":[51],"statistical":[52],"dependencies":[53],"between":[54,121,124],"channels.":[56],"However,":[57],"data":[59,66],"are":[60,67],"complicated":[61],"by":[62],"fact":[64],"that":[65],"inherently":[68],"non-stationary":[69],"also":[71,128],"not":[75],"work":[76],"on":[77,93],"task":[79],"continually.":[80],"To":[81],"address":[82],"these":[83],"concerns,":[84],"we":[85],"a":[87,129,148],"novel":[88],"segmentation":[90],"method":[91,144],"based":[92],"temporal":[95],"cross-spectra":[99],"computed":[101],"independent":[102],"components.":[103],"A":[104],"real":[105],"case":[106],"study":[107],"Parkinson's":[109],"further":[112,156],"group":[113],"analysis":[114,153],"employing":[115],"ANOVA":[116],"demonstrate":[117],"different":[118],"connectivity":[120],"tasks":[122],"subject":[125],"groups":[126],"plausible":[130],"mechanism":[131],"beneficial":[134],"effects":[135],"medication":[137],"used":[138],"this":[140],"disease.":[141],"The":[142],"proposed":[143],"appears":[145],"to":[146],"promising":[149],"approach":[150],"warrants":[155],"study.":[157]},"counts_by_year":[{"year":2023,"cited_by_count":1},{"year":2014,"cited_by_count":1}],"updated_date":"2026-07-14T23:27:15.235271","created_date":"2025-10-10T00:00:00"}