{"id":"https://openalex.org/W3204982957","doi":"https://doi.org/10.1186/s40708-021-00143-3","title":"Recurrence eigenvalues of movements from brain signals","display_name":"Recurrence eigenvalues of movements from brain signals","publication_year":2021,"publication_date":"2021-10-15","ids":{"openalex":"https://openalex.org/W3204982957","doi":"https://doi.org/10.1186/s40708-021-00143-3","mag":"3204982957","pmid":"https://pubmed.ncbi.nlm.nih.gov/34652546"},"language":"en","primary_location":{"id":"doi:10.1186/s40708-021-00143-3","is_oa":true,"landing_page_url":"https://doi.org/10.1186/s40708-021-00143-3","pdf_url":"https://braininformatics.springeropen.com/track/pdf/10.1186/s40708-021-00143-3","source":{"id":"https://openalex.org/S2498492389","display_name":"Brain Informatics","issn_l":"2198-4018","issn":["2198-4018","2198-4026"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310319900","host_organization_name":"Springer Science+Business Media","host_organization_lineage":["https://openalex.org/P4310319900","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Science+Business Media","Springer Nature"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Brain Informatics","raw_type":"journal-article"},"type":"article","indexed_in":["crossref","doaj","pubmed"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://braininformatics.springeropen.com/track/pdf/10.1186/s40708-021-00143-3","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5009439842","display_name":"Tuan D. Pham","orcid":"https://orcid.org/0000-0002-4255-5130"},"institutions":[{"id":"https://openalex.org/I138564716","display_name":"Prince Mohammad bin Fahd University","ror":"https://ror.org/03d64na34","country_code":"SA","type":"education","lineage":["https://openalex.org/I138564716"]}],"countries":["SA"],"is_corresponding":true,"raw_author_name":"Tuan D. Pham","raw_affiliation_strings":["Center for Artificial Intelligence, Prince Mohammad Bin Fahd University, Khobar, Saudi Arabia. tpham@pmu.edu.sa","Center for Artificial Intelligence, Prince Mohammad Bin Fahd University, Khobar, Saudi Arabia"],"raw_orcid":"https://orcid.org/0000-0002-4255-5130","affiliations":[{"raw_affiliation_string":"Center for Artificial Intelligence, Prince Mohammad Bin Fahd University, Khobar, Saudi Arabia. tpham@pmu.edu.sa","institution_ids":["https://openalex.org/I138564716"]},{"raw_affiliation_string":"Center for Artificial Intelligence, Prince Mohammad Bin Fahd University, Khobar, Saudi Arabia","institution_ids":["https://openalex.org/I138564716"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":["https://openalex.org/A5009439842"],"corresponding_institution_ids":["https://openalex.org/I138564716"],"apc_list":{"value":790,"currency":"GBP","value_usd":969},"apc_paid":{"value":790,"currency":"GBP","value_usd":969},"fwci":0.3801,"has_fulltext":true,"cited_by_count":6,"citation_normalized_percentile":{"value":0.53195674,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":98},"biblio":{"volume":"8","issue":"1","first_page":"22","last_page":"22"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10676","display_name":"Genetics, Aging, and Longevity in Model Organisms","score":0.9969000220298767,"subfield":{"id":"https://openalex.org/subfields/1302","display_name":"Aging"},"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"}},"topics":[{"id":"https://openalex.org/T10676","display_name":"Genetics, Aging, and Longevity in Model Organisms","score":0.9969000220298767,"subfield":{"id":"https://openalex.org/subfields/1302","display_name":"Aging"},"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/T10621","display_name":"Gene Regulatory Network Analysis","score":0.9814000129699707,"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/T13377","display_name":"Ecosystem dynamics and resilience","score":0.9776999950408936,"subfield":{"id":"https://openalex.org/subfields/2306","display_name":"Global and Planetary Change"},"field":{"id":"https://openalex.org/fields/23","display_name":"Environmental Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/caenorhabditis-elegans","display_name":"Caenorhabditis elegans","score":0.827084481716156},{"id":"https://openalex.org/keywords/neuroscience","display_name":"Neuroscience","score":0.6801580786705017},{"id":"https://openalex.org/keywords/disease","display_name":"Disease","score":0.5378441214561462},{"id":"https://openalex.org/keywords/biology","display_name":"Biology","score":0.5015289783477783},{"id":"https://openalex.org/keywords/gait","display_name":"Gait","score":0.49179938435554504},{"id":"https://openalex.org/keywords/physical-medicine-and-rehabilitation","display_name":"Physical medicine and rehabilitation","score":0.2912249267101288},{"id":"https://openalex.org/keywords/medicine","display_name":"Medicine","score":0.229461669921875},{"id":"https://openalex.org/keywords/gene","display_name":"Gene","score":0.17234477400779724},{"id":"https://openalex.org/keywords/genetics","display_name":"Genetics","score":0.15017589926719666},{"id":"https://openalex.org/keywords/pathology","display_name":"Pathology","score":0.1279871165752411}],"concepts":[{"id":"https://openalex.org/C2778944004","wikidata":"https://www.wikidata.org/wiki/Q91703","display_name":"Caenorhabditis elegans","level":3,"score":0.827084481716156},{"id":"https://openalex.org/C169760540","wikidata":"https://www.wikidata.org/wiki/Q207011","display_name":"Neuroscience","level":1,"score":0.6801580786705017},{"id":"https://openalex.org/C2779134260","wikidata":"https://www.wikidata.org/wiki/Q12136","display_name":"Disease","level":2,"score":0.5378441214561462},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.5015289783477783},{"id":"https://openalex.org/C151800584","wikidata":"https://www.wikidata.org/wiki/Q2370000","display_name":"Gait","level":2,"score":0.49179938435554504},{"id":"https://openalex.org/C99508421","wikidata":"https://www.wikidata.org/wiki/Q2678675","display_name":"Physical medicine and rehabilitation","level":1,"score":0.2912249267101288},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.229461669921875},{"id":"https://openalex.org/C104317684","wikidata":"https://www.wikidata.org/wiki/Q7187","display_name":"Gene","level":2,"score":0.17234477400779724},{"id":"https://openalex.org/C54355233","wikidata":"https://www.wikidata.org/wiki/Q7162","display_name":"Genetics","level":1,"score":0.15017589926719666},{"id":"https://openalex.org/C142724271","wikidata":"https://www.wikidata.org/wiki/Q7208","display_name":"Pathology","level":1,"score":0.1279871165752411}],"mesh":[],"locations_count":4,"locations":[{"id":"doi:10.1186/s40708-021-00143-3","is_oa":true,"landing_page_url":"https://doi.org/10.1186/s40708-021-00143-3","pdf_url":"https://braininformatics.springeropen.com/track/pdf/10.1186/s40708-021-00143-3","source":{"id":"https://openalex.org/S2498492389","display_name":"Brain Informatics","issn_l":"2198-4018","issn":["2198-4018","2198-4026"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310319900","host_organization_name":"Springer Science+Business Media","host_organization_lineage":["https://openalex.org/P4310319900","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Science+Business Media","Springer Nature"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Brain Informatics","raw_type":"journal-article"},{"id":"pmid:34652546","is_oa":false,"landing_page_url":"https://pubmed.ncbi.nlm.nih.gov/34652546","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":"Brain informatics","raw_type":null},{"id":"pmh:oai:doaj.org/article:f99178cb210845c49203eaf5d17fec80","is_oa":true,"landing_page_url":"https://doaj.org/article/f99178cb210845c49203eaf5d17fec80","pdf_url":null,"source":{"id":"https://openalex.org/S4306401280","display_name":"DOAJ (DOAJ: Directory of Open Access Journals)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by-sa","license_id":"https://openalex.org/licenses/cc-by-sa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Brain Informatics, Vol 8, Iss 1, Pp 1-10 (2021)","raw_type":"article"},{"id":"pmh:oai:pubmedcentral.nih.gov:8521564","is_oa":true,"landing_page_url":"https://www.ncbi.nlm.nih.gov/pmc/articles/8521564","pdf_url":null,"source":{"id":"https://openalex.org/S2764455111","display_name":"PubMed Central","issn_l":null,"issn":null,"is_oa":true,"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":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Brain Inform","raw_type":"Text"}],"best_oa_location":{"id":"doi:10.1186/s40708-021-00143-3","is_oa":true,"landing_page_url":"https://doi.org/10.1186/s40708-021-00143-3","pdf_url":"https://braininformatics.springeropen.com/track/pdf/10.1186/s40708-021-00143-3","source":{"id":"https://openalex.org/S2498492389","display_name":"Brain Informatics","issn_l":"2198-4018","issn":["2198-4018","2198-4026"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310319900","host_organization_name":"Springer Science+Business Media","host_organization_lineage":["https://openalex.org/P4310319900","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Science+Business Media","Springer Nature"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Brain Informatics","raw_type":"journal-article"},"sustainable_development_goals":[{"display_name":"Good health and well-being","score":0.6499999761581421,"id":"https://metadata.un.org/sdg/3"}],"awards":[],"funders":[],"has_content":{"grobid_xml":true,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W3204982957.pdf","grobid_xml":"https://content.openalex.org/works/W3204982957.grobid-xml"},"referenced_works_count":36,"referenced_works":["https://openalex.org/W626330708","https://openalex.org/W930972300","https://openalex.org/W1522044687","https://openalex.org/W1549386224","https://openalex.org/W1821435713","https://openalex.org/W1862394037","https://openalex.org/W1977443240","https://openalex.org/W1984391316","https://openalex.org/W1986488785","https://openalex.org/W2019529630","https://openalex.org/W2037478113","https://openalex.org/W2052842431","https://openalex.org/W2067723634","https://openalex.org/W2077204677","https://openalex.org/W2092030178","https://openalex.org/W2099593264","https://openalex.org/W2113076747","https://openalex.org/W2118128753","https://openalex.org/W2129365139","https://openalex.org/W2133100699","https://openalex.org/W2138443306","https://openalex.org/W2138906212","https://openalex.org/W2142254043","https://openalex.org/W2160938187","https://openalex.org/W2229908198","https://openalex.org/W2328336187","https://openalex.org/W2583191924","https://openalex.org/W2741431817","https://openalex.org/W2792457053","https://openalex.org/W2891695800","https://openalex.org/W3004492881","https://openalex.org/W3033725443","https://openalex.org/W3091827300","https://openalex.org/W3130322427","https://openalex.org/W3164506173","https://openalex.org/W3177371006"],"related_works":["https://openalex.org/W2082860237","https://openalex.org/W2119695867","https://openalex.org/W2130076355","https://openalex.org/W1990804418","https://openalex.org/W1993764875","https://openalex.org/W2046158694","https://openalex.org/W2788277189","https://openalex.org/W1971568933","https://openalex.org/W2013243191","https://openalex.org/W2117258802"],"abstract_inverted_index":{"The":[0,49],"ability":[1],"to":[2,29,80,128,143,151,159],"characterize":[3],"muscle":[4],"activities":[5],"or":[6,233],"skilled":[7],"movements":[8],"controlled":[9],"by":[10],"signals":[11],"from":[12,26,139,196],"neurons":[13],"in":[14,44,96],"the":[15,19,35,73,140,161,165,169,182,200],"motor":[16],"cortex":[17],"of":[18,37,52,66,72,75,87,89,106,133,164,172,177,184,187,207,216],"brain":[20],"has":[21],"many":[22],"useful":[23,82],"implications,":[24],"ranging":[25],"biomedical":[27],"perspectives":[28],"brain-computer":[30],"interfaces.":[31],"This":[32,156],"paper":[33,157],"presents":[34],"method":[36,166],"recurrence":[38,175,202],"eigenvalues":[39,171,203],"for":[40,58,83,103,167,180],"differentiating":[41],"moving":[42,185],"patterns":[43,186,221],"non-mammalian":[45,50],"and":[46,64,91,99,122,136,190,213,219,226],"human":[47,67],"models.":[48],"models":[51],"Caenorhabditis":[53,188,217],"elegans":[54,189],"have":[55],"been":[56],"studied":[57],"gaining":[59],"insights":[60],"into":[61],"behavioral":[62,97,208],"genetics":[63],"discovery":[65],"disease":[68,192],"genes.":[69],"Systematic":[70],"probing":[71],"movement":[74,108],"these":[76,84,134],"worms":[77,93],"is":[78,94,125],"known":[79],"be":[81],"purposes.":[85],"Study":[86],"dynamics":[88,132,209],"normal":[90],"mutant":[92,214],"important":[95],"genetic":[98],"neuroscience.":[100],"However,":[101],"methods":[102],"quantifying":[104],"complexity":[105,183],"worm":[107],"using":[109],"time":[110,178],"series":[111,179],"are":[112],"still":[113],"not":[114],"well":[115],"explored.":[116],"Neurodegenerative":[117],"diseases":[118,135],"adversely":[119],"affect":[120],"gait":[121,131],"mobility.":[123],"There":[124],"a":[126],"need":[127],"accurately":[129],"quantify":[130],"differentiate":[137,205],"them":[138],"healthy":[141,223],"control":[142,224],"better":[144],"understand":[145],"their":[146],"pathophysiology":[147],"that":[148,199],"may":[149],"lead":[150],"more":[152],"effective":[153],"therapeutic":[154],"interventions.":[155],"attempts":[158],"explore":[160],"potential":[162],"application":[163],"determining":[168],"largest":[170,201],"convolutional":[173],"fuzzy":[174],"plots":[176],"measuring":[181],"neurodegenerative":[191],"subjects.":[193],"Results":[194],"obtained":[195],"analyses":[197],"demonstrate":[198],"can":[204],"phenotypes":[206],"between":[210],"wild":[211],"type":[212],"strains":[215],"elegans;":[218],"walking":[220],"among":[222],"subjects":[225],"patients":[227],"with":[228],"Parkinson's":[229],"disease,":[230,232],"Huntington's":[231],"amyotrophic":[234],"lateral":[235],"sclerosis.":[236]},"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2025,"cited_by_count":1},{"year":2024,"cited_by_count":1},{"year":2023,"cited_by_count":1},{"year":2022,"cited_by_count":2}],"updated_date":"2026-05-23T08:51:43.019350","created_date":"2025-10-10T00:00:00"}
