{"id":"https://openalex.org/W2755755232","doi":"https://doi.org/10.1109/embc.2017.8037533","title":"Multiscale dispersion entropy for the regional analysis of resting-state magnetoencephalogram complexity in Alzheimer's disease","display_name":"Multiscale dispersion entropy for the regional analysis of resting-state magnetoencephalogram complexity in Alzheimer's disease","publication_year":2017,"publication_date":"2017-07-01","ids":{"openalex":"https://openalex.org/W2755755232","doi":"https://doi.org/10.1109/embc.2017.8037533","mag":"2755755232","pmid":"https://pubmed.ncbi.nlm.nih.gov/29060574"},"language":"en","primary_location":{"id":"doi:10.1109/embc.2017.8037533","is_oa":false,"landing_page_url":"https://doi.org/10.1109/embc.2017.8037533","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2017 39th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC)","raw_type":"proceedings-article"},"type":"article","indexed_in":["crossref","pubmed"],"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/A5080730972","display_name":"Hamed Azami","orcid":"https://orcid.org/0000-0001-7612-0840"},"institutions":[{"id":"https://openalex.org/I98677209","display_name":"University of Edinburgh","ror":"https://ror.org/01nrxwf90","country_code":"GB","type":"education","lineage":["https://openalex.org/I98677209"]}],"countries":["GB"],"is_corresponding":true,"raw_author_name":"Hamed Azami","raw_affiliation_strings":["The University of Edinburgh, Edinburgh, Edinburgh, GB"],"affiliations":[{"raw_affiliation_string":"The University of Edinburgh, Edinburgh, Edinburgh, GB","institution_ids":["https://openalex.org/I98677209"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5006789932","display_name":"Eli Kinney\u2010Lang","orcid":"https://orcid.org/0000-0002-5163-3073"},"institutions":[{"id":"https://openalex.org/I98677209","display_name":"University of Edinburgh","ror":"https://ror.org/01nrxwf90","country_code":"GB","type":"education","lineage":["https://openalex.org/I98677209"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"Eli Kinney-lang","raw_affiliation_strings":["The University of Edinburgh, Edinburgh, Edinburgh, GB"],"affiliations":[{"raw_affiliation_string":"The University of Edinburgh, Edinburgh, Edinburgh, GB","institution_ids":["https://openalex.org/I98677209"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5030852485","display_name":"Ahmed Ebied","orcid":"https://orcid.org/0000-0003-2621-0375"},"institutions":[{"id":"https://openalex.org/I98677209","display_name":"University of Edinburgh","ror":"https://ror.org/01nrxwf90","country_code":"GB","type":"education","lineage":["https://openalex.org/I98677209"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"Ahmed Ebied","raw_affiliation_strings":["The University of Edinburgh, Edinburgh, Edinburgh, GB"],"affiliations":[{"raw_affiliation_string":"The University of Edinburgh, Edinburgh, Edinburgh, GB","institution_ids":["https://openalex.org/I98677209"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100771792","display_name":"Alberto Fern\u00e1ndez","orcid":"https://orcid.org/0000-0001-9998-8343"},"institutions":[{"id":"https://openalex.org/I121748325","display_name":"Universidad Complutense de Madrid","ror":"https://ror.org/02p0gd045","country_code":"ES","type":"education","lineage":["https://openalex.org/I121748325"]},{"id":"https://openalex.org/I4210139293","display_name":"Comunidad de Madrid","ror":"https://ror.org/040scgh75","country_code":"ES","type":"government","lineage":["https://openalex.org/I4210139293"]}],"countries":["ES"],"is_corresponding":false,"raw_author_name":"Alberto Fernandez","raw_affiliation_strings":["Universidad Complutense de Madrid, Madrid, Comunidad de Madrid, ES"],"affiliations":[{"raw_affiliation_string":"Universidad Complutense de Madrid, Madrid, Comunidad de Madrid, ES","institution_ids":["https://openalex.org/I4210139293","https://openalex.org/I121748325"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5060254662","display_name":"Javier Escudero","orcid":"https://orcid.org/0000-0002-2105-8725"},"institutions":[{"id":"https://openalex.org/I98677209","display_name":"University of Edinburgh","ror":"https://ror.org/01nrxwf90","country_code":"GB","type":"education","lineage":["https://openalex.org/I98677209"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"Javier Escudero","raw_affiliation_strings":["The University of Edinburgh, Edinburgh, Edinburgh, GB"],"affiliations":[{"raw_affiliation_string":"The University of Edinburgh, Edinburgh, Edinburgh, GB","institution_ids":["https://openalex.org/I98677209"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":5,"corresponding_author_ids":["https://openalex.org/A5080730972"],"corresponding_institution_ids":["https://openalex.org/I98677209"],"apc_list":null,"apc_paid":null,"fwci":1.538,"has_fulltext":false,"cited_by_count":34,"citation_normalized_percentile":{"value":0.82584196,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":91,"max":99},"biblio":{"volume":"2017","issue":null,"first_page":"3182","last_page":"3185"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10581","display_name":"Neural dynamics and brain function","score":0.9990000128746033,"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":0.9990000128746033,"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/T12946","display_name":"Fractal and DNA sequence analysis","score":0.9952999949455261,"subfield":{"id":"https://openalex.org/subfields/1312","display_name":"Molecular Biology"},"field":{"id":"https://openalex.org/fields/13","display_name":"Biochemistry, Genetics and Molecular Biology"},"domain":{"id":"https://openalex.org/domains/1","display_name":"Life Sciences"}},{"id":"https://openalex.org/T12236","display_name":"Photoreceptor and optogenetics research","score":0.9936000108718872,"subfield":{"id":"https://openalex.org/subfields/2804","display_name":"Cellular and Molecular 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/entropy","display_name":"Entropy (arrow of time)","score":0.5370290279388428},{"id":"https://openalex.org/keywords/dementia","display_name":"Dementia","score":0.5280799865722656},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.4603095054626465},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.4151081442832947},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.3570905327796936},{"id":"https://openalex.org/keywords/neuroscience","display_name":"Neuroscience","score":0.3225961923599243},{"id":"https://openalex.org/keywords/disease","display_name":"Disease","score":0.24058479070663452},{"id":"https://openalex.org/keywords/psychology","display_name":"Psychology","score":0.2331843078136444},{"id":"https://openalex.org/keywords/physics","display_name":"Physics","score":0.15378978848457336},{"id":"https://openalex.org/keywords/medicine","display_name":"Medicine","score":0.15317630767822266},{"id":"https://openalex.org/keywords/internal-medicine","display_name":"Internal medicine","score":0.07151049375534058}],"concepts":[{"id":"https://openalex.org/C106301342","wikidata":"https://www.wikidata.org/wiki/Q4117933","display_name":"Entropy (arrow of time)","level":2,"score":0.5370290279388428},{"id":"https://openalex.org/C2779483572","wikidata":"https://www.wikidata.org/wiki/Q83030","display_name":"Dementia","level":3,"score":0.5280799865722656},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.4603095054626465},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.4151081442832947},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.3570905327796936},{"id":"https://openalex.org/C169760540","wikidata":"https://www.wikidata.org/wiki/Q207011","display_name":"Neuroscience","level":1,"score":0.3225961923599243},{"id":"https://openalex.org/C2779134260","wikidata":"https://www.wikidata.org/wiki/Q12136","display_name":"Disease","level":2,"score":0.24058479070663452},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.2331843078136444},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.15378978848457336},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.15317630767822266},{"id":"https://openalex.org/C126322002","wikidata":"https://www.wikidata.org/wiki/Q11180","display_name":"Internal medicine","level":1,"score":0.07151049375534058},{"id":"https://openalex.org/C62520636","wikidata":"https://www.wikidata.org/wiki/Q944","display_name":"Quantum mechanics","level":1,"score":0.0}],"mesh":[{"descriptor_ui":"D000544","descriptor_name":"Alzheimer Disease","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D000544","descriptor_name":"Alzheimer Disease","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D000544","descriptor_name":"Alzheimer Disease","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D001007","descriptor_name":"Anxiety","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D001007","descriptor_name":"Anxiety","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D001007","descriptor_name":"Anxiety","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D001921","descriptor_name":"Brain","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D001921","descriptor_name":"Brain","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D001921","descriptor_name":"Brain","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D004569","descriptor_name":"Electroencephalography","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D004569","descriptor_name":"Electroencephalography","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D004569","descriptor_name":"Electroencephalography","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D006801","descriptor_name":"Humans","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D006801","descriptor_name":"Humans","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D006801","descriptor_name":"Humans","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D019277","descriptor_name":"Entropy","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D019277","descriptor_name":"Entropy","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D019277","descriptor_name":"Entropy","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false}],"locations_count":2,"locations":[{"id":"doi:10.1109/embc.2017.8037533","is_oa":false,"landing_page_url":"https://doi.org/10.1109/embc.2017.8037533","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2017 39th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC)","raw_type":"proceedings-article"},{"id":"pmid:29060574","is_oa":false,"landing_page_url":"https://pubmed.ncbi.nlm.nih.gov/29060574","pdf_url":null,"source":{"id":"https://openalex.org/S4306525036","display_name":"PubMed","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I1299303238","host_organization_name":"National Institutes of Health","host_organization_lineage":["https://openalex.org/I1299303238"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Annual International Conference of the IEEE Engineering in Medicine and Biology Society. IEEE Engineering in Medicine and Biology Society. Annual International Conference","raw_type":null}],"best_oa_location":null,"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/10","score":0.7300000190734863,"display_name":"Reduced inequalities"}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":17,"referenced_works":["https://openalex.org/W1750288190","https://openalex.org/W1862394037","https://openalex.org/W2007919714","https://openalex.org/W2012619887","https://openalex.org/W2014683958","https://openalex.org/W2059851411","https://openalex.org/W2078015570","https://openalex.org/W2084333685","https://openalex.org/W2086872953","https://openalex.org/W2108240690","https://openalex.org/W2156220037","https://openalex.org/W2164102251","https://openalex.org/W2326379997","https://openalex.org/W2333775360","https://openalex.org/W2572116989","https://openalex.org/W2610099500","https://openalex.org/W3014251530"],"related_works":["https://openalex.org/W2409059799","https://openalex.org/W364817481","https://openalex.org/W1972242255","https://openalex.org/W2890927416","https://openalex.org/W2128765271","https://openalex.org/W2966412519","https://openalex.org/W1993101344","https://openalex.org/W2775021631","https://openalex.org/W2033914206","https://openalex.org/W2042327336"],"abstract_inverted_index":{"Alzheimer's":[0],"disease":[1],"(AD)":[2],"is":[3,20,76],"a":[4,59],"progressive":[5],"and":[6,17,27,62,90,142,162],"irreversible":[7],"brain":[8,39],"disorder":[9],"of":[10,25,38,69,73,81],"the":[11,21,34,67,79,124,127,147],"nervous":[12],"system":[13],"affecting":[14],"memory,":[15],"thinking,":[16],"emotion.":[18],"It":[19],"most":[22],"important":[23],"cause":[24],"dementia":[26],"an":[28],"influential":[29],"social":[30],"problem":[31],"in":[32,83],"all":[33],"world.":[35],"The":[36,71,110],"complexity":[37,68],"recordings":[40],"has":[41],"been":[42],"successfully":[43],"used":[44],"to":[45,47,65,77,94,120],"help":[46],"characterize":[48],"AD.":[49],"We":[50],"have":[51],"recently":[52,152],"introduced":[53],"multiscale":[54,86,91],"dispersion":[55],"entropy":[56,88,92],"(MDE)":[57],"as":[58],"very":[60],"fast":[61],"powerful":[63],"tool":[64],"quantify":[66],"signals.":[70],"aim":[72],"this":[74],"study":[75],"assess":[78],"ability":[80],"MDE,":[82,114],"comparison":[84],"with":[85],"permutation":[87],"(MPE)":[89],"(MSE),":[93],"discriminate":[95],"36":[96],"AD":[97,131],"patients":[98],"from":[99],"26":[100],"elderly":[101],"age-matched":[102],"control":[103],"subjects":[104],"using":[105],"resting-state":[106],"magnetoencephalogram":[107],"(MEG)":[108],"recordings.":[109],"results":[111],"showed":[112],"that":[113,159],"unlike":[115],"MSE,":[116],"does":[117],"not":[118],"lead":[119],"undefined":[121],"values.":[122,144],"Moreover,":[123],"differences":[125],"between":[126],"MDE":[128,154],"values":[129],"for":[130,150,160],"palatines":[132],"versus":[133],"controls":[134],"were":[135],"more":[136],"significant":[137],"than":[138,158],"their":[139],"corresponding":[140],"MSE-":[141],"MPE-based":[143],"In":[145],"addition,":[146],"computation":[148],"time":[149],"our":[151],"developed":[153],"was":[155],"considerably":[156],"less":[157],"MSE":[161],"even":[163],"MPE.":[164]},"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2025,"cited_by_count":1},{"year":2024,"cited_by_count":3},{"year":2023,"cited_by_count":3},{"year":2022,"cited_by_count":5},{"year":2021,"cited_by_count":9},{"year":2020,"cited_by_count":7},{"year":2019,"cited_by_count":3},{"year":2018,"cited_by_count":2}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}