{"id":"https://openalex.org/W3046202044","doi":"https://doi.org/10.1109/icc40277.2020.9149017","title":"A Wearable Prototype for Neurological Symptoms Recognition","display_name":"A Wearable Prototype for Neurological Symptoms Recognition","publication_year":2020,"publication_date":"2020-06-01","ids":{"openalex":"https://openalex.org/W3046202044","doi":"https://doi.org/10.1109/icc40277.2020.9149017","mag":"3046202044"},"language":"en","primary_location":{"id":"doi:10.1109/icc40277.2020.9149017","is_oa":false,"landing_page_url":"https://doi.org/10.1109/icc40277.2020.9149017","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"ICC 2020 - 2020 IEEE International Conference on Communications (ICC)","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/A5046303512","display_name":"Andrea Sciarrone","orcid":"https://orcid.org/0000-0001-7023-2710"},"institutions":[{"id":"https://openalex.org/I83816512","display_name":"University of Genoa","ror":"https://ror.org/0107c5v14","country_code":"IT","type":"education","lineage":["https://openalex.org/I83816512"]}],"countries":["IT"],"is_corresponding":true,"raw_author_name":"Andrea Sciarrone","raw_affiliation_strings":["DITEN Department, University of Genoa, Italy"],"affiliations":[{"raw_affiliation_string":"DITEN Department, University of Genoa, Italy","institution_ids":["https://openalex.org/I83816512"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5055392194","display_name":"Igor Bisio","orcid":"https://orcid.org/0000-0003-3198-7306"},"institutions":[{"id":"https://openalex.org/I83816512","display_name":"University of Genoa","ror":"https://ror.org/0107c5v14","country_code":"IT","type":"education","lineage":["https://openalex.org/I83816512"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Igor Bisio","raw_affiliation_strings":["DITEN Department, University of Genoa, Italy"],"affiliations":[{"raw_affiliation_string":"DITEN Department, University of Genoa, Italy","institution_ids":["https://openalex.org/I83816512"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5045825361","display_name":"Chiara Garibotto","orcid":"https://orcid.org/0000-0002-6107-2484"},"institutions":[{"id":"https://openalex.org/I83816512","display_name":"University of Genoa","ror":"https://ror.org/0107c5v14","country_code":"IT","type":"education","lineage":["https://openalex.org/I83816512"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Chiara Garibotto","raw_affiliation_strings":["DITEN Department, University of Genoa, Italy"],"affiliations":[{"raw_affiliation_string":"DITEN Department, University of Genoa, Italy","institution_ids":["https://openalex.org/I83816512"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5069126784","display_name":"Fabio Lavagetto","orcid":"https://orcid.org/0000-0003-3692-4021"},"institutions":[{"id":"https://openalex.org/I83816512","display_name":"University of Genoa","ror":"https://ror.org/0107c5v14","country_code":"IT","type":"education","lineage":["https://openalex.org/I83816512"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Fabio Lavagetto","raw_affiliation_strings":["DITEN Department, University of Genoa, Italy"],"affiliations":[{"raw_affiliation_string":"DITEN Department, University of Genoa, Italy","institution_ids":["https://openalex.org/I83816512"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5060376204","display_name":"G. Staude","orcid":null},"institutions":[{"id":"https://openalex.org/I40527276","display_name":"Universit\u00e4t der Bundeswehr M\u00fcnchen","ror":"https://ror.org/05kkv3f82","country_code":"DE","type":"education","lineage":["https://openalex.org/I1315109972","https://openalex.org/I40527276","https://openalex.org/I4387152969"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Gerhard Staude","raw_affiliation_strings":["Chair of Signal Processing, Bundeswehr University, Munich, Germany"],"affiliations":[{"raw_affiliation_string":"Chair of Signal Processing, Bundeswehr University, Munich, Germany","institution_ids":["https://openalex.org/I40527276"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5028324928","display_name":"Andreas Knopp","orcid":"https://orcid.org/0000-0001-7798-0535"},"institutions":[{"id":"https://openalex.org/I40527276","display_name":"Universit\u00e4t der Bundeswehr M\u00fcnchen","ror":"https://ror.org/05kkv3f82","country_code":"DE","type":"education","lineage":["https://openalex.org/I1315109972","https://openalex.org/I40527276","https://openalex.org/I4387152969"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Andreas Knopp","raw_affiliation_strings":["Chair of Signal Processing, Bundeswehr University, Munich, Germany"],"affiliations":[{"raw_affiliation_string":"Chair of Signal Processing, Bundeswehr University, Munich, Germany","institution_ids":["https://openalex.org/I40527276"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":6,"corresponding_author_ids":["https://openalex.org/A5046303512"],"corresponding_institution_ids":["https://openalex.org/I83816512"],"apc_list":null,"apc_paid":null,"fwci":0.4428,"has_fulltext":false,"cited_by_count":7,"citation_normalized_percentile":{"value":0.67392013,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":96},"biblio":{"volume":null,"issue":null,"first_page":"1","last_page":"7"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10919","display_name":"Neurological disorders and treatments","score":0.9998000264167786,"subfield":{"id":"https://openalex.org/subfields/2728","display_name":"Neurology"},"field":{"id":"https://openalex.org/fields/27","display_name":"Medicine"},"domain":{"id":"https://openalex.org/domains/4","display_name":"Health Sciences"}},"topics":[{"id":"https://openalex.org/T10919","display_name":"Neurological disorders and treatments","score":0.9998000264167786,"subfield":{"id":"https://openalex.org/subfields/2728","display_name":"Neurology"},"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/T10429","display_name":"EEG and Brain-Computer Interfaces","score":0.9943000078201294,"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/T10085","display_name":"Parkinson's Disease Mechanisms and Treatments","score":0.9923999905586243,"subfield":{"id":"https://openalex.org/subfields/2728","display_name":"Neurology"},"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/wearable-computer","display_name":"Wearable computer","score":0.7570577263832092},{"id":"https://openalex.org/keywords/reliability","display_name":"Reliability (semiconductor)","score":0.6020368933677673},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.579552173614502},{"id":"https://openalex.org/keywords/a-priori-and-a-posteriori","display_name":"A priori and a posteriori","score":0.5631330013275146},{"id":"https://openalex.org/keywords/disease","display_name":"Disease","score":0.4414505362510681},{"id":"https://openalex.org/keywords/mean-squared-error","display_name":"Mean squared error","score":0.4411197304725647},{"id":"https://openalex.org/keywords/physical-medicine-and-rehabilitation","display_name":"Physical medicine and rehabilitation","score":0.4143868386745453},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.4125659763813019},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.3658822774887085},{"id":"https://openalex.org/keywords/medicine","display_name":"Medicine","score":0.35003745555877686},{"id":"https://openalex.org/keywords/speech-recognition","display_name":"Speech recognition","score":0.3245161175727844},{"id":"https://openalex.org/keywords/statistics","display_name":"Statistics","score":0.1922939419746399},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.18750101327896118},{"id":"https://openalex.org/keywords/embedded-system","display_name":"Embedded system","score":0.11125066876411438},{"id":"https://openalex.org/keywords/pathology","display_name":"Pathology","score":0.10426121950149536}],"concepts":[{"id":"https://openalex.org/C150594956","wikidata":"https://www.wikidata.org/wiki/Q1334829","display_name":"Wearable computer","level":2,"score":0.7570577263832092},{"id":"https://openalex.org/C43214815","wikidata":"https://www.wikidata.org/wiki/Q7310987","display_name":"Reliability (semiconductor)","level":3,"score":0.6020368933677673},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.579552173614502},{"id":"https://openalex.org/C75553542","wikidata":"https://www.wikidata.org/wiki/Q178161","display_name":"A priori and a posteriori","level":2,"score":0.5631330013275146},{"id":"https://openalex.org/C2779134260","wikidata":"https://www.wikidata.org/wiki/Q12136","display_name":"Disease","level":2,"score":0.4414505362510681},{"id":"https://openalex.org/C139945424","wikidata":"https://www.wikidata.org/wiki/Q1940696","display_name":"Mean squared error","level":2,"score":0.4411197304725647},{"id":"https://openalex.org/C99508421","wikidata":"https://www.wikidata.org/wiki/Q2678675","display_name":"Physical medicine and rehabilitation","level":1,"score":0.4143868386745453},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.4125659763813019},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.3658822774887085},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.35003745555877686},{"id":"https://openalex.org/C28490314","wikidata":"https://www.wikidata.org/wiki/Q189436","display_name":"Speech recognition","level":1,"score":0.3245161175727844},{"id":"https://openalex.org/C105795698","wikidata":"https://www.wikidata.org/wiki/Q12483","display_name":"Statistics","level":1,"score":0.1922939419746399},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.18750101327896118},{"id":"https://openalex.org/C149635348","wikidata":"https://www.wikidata.org/wiki/Q193040","display_name":"Embedded system","level":1,"score":0.11125066876411438},{"id":"https://openalex.org/C142724271","wikidata":"https://www.wikidata.org/wiki/Q7208","display_name":"Pathology","level":1,"score":0.10426121950149536},{"id":"https://openalex.org/C163258240","wikidata":"https://www.wikidata.org/wiki/Q25342","display_name":"Power (physics)","level":2,"score":0.0},{"id":"https://openalex.org/C111472728","wikidata":"https://www.wikidata.org/wiki/Q9471","display_name":"Epistemology","level":1,"score":0.0},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.0},{"id":"https://openalex.org/C138885662","wikidata":"https://www.wikidata.org/wiki/Q5891","display_name":"Philosophy","level":0,"score":0.0},{"id":"https://openalex.org/C62520636","wikidata":"https://www.wikidata.org/wiki/Q944","display_name":"Quantum mechanics","level":1,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1109/icc40277.2020.9149017","is_oa":false,"landing_page_url":"https://doi.org/10.1109/icc40277.2020.9149017","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"ICC 2020 - 2020 IEEE International Conference on Communications (ICC)","raw_type":"proceedings-article"},{"id":"pmh:oai:iris.unige.it:11567/1063560","is_oa":false,"landing_page_url":"http://hdl.handle.net/11567/1063560","pdf_url":null,"source":{"id":"https://openalex.org/S4377196291","display_name":"CINECA IRIS Institutial Research Information System (University of Genoa)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I83816512","host_organization_name":"University of Genoa","host_organization_lineage":["https://openalex.org/I83816512"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":"info:eu-repo/semantics/conferenceObject"}],"best_oa_location":null,"sustainable_development_goals":[{"display_name":"Good health and well-being","score":0.5799999833106995,"id":"https://metadata.un.org/sdg/3"}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":19,"referenced_works":["https://openalex.org/W1967431294","https://openalex.org/W1992476268","https://openalex.org/W1995189992","https://openalex.org/W2008801822","https://openalex.org/W2022167766","https://openalex.org/W2039926099","https://openalex.org/W2065210746","https://openalex.org/W2080882512","https://openalex.org/W2104621716","https://openalex.org/W2110501627","https://openalex.org/W2147478804","https://openalex.org/W2276876594","https://openalex.org/W2326341153","https://openalex.org/W2546970011","https://openalex.org/W2734856619","https://openalex.org/W2767811092","https://openalex.org/W2807573794","https://openalex.org/W2891463604","https://openalex.org/W2954250897"],"related_works":["https://openalex.org/W2899084033","https://openalex.org/W2748952813","https://openalex.org/W4301370136","https://openalex.org/W2765379856","https://openalex.org/W2082482010","https://openalex.org/W2033914206","https://openalex.org/W2146076056","https://openalex.org/W2999645641","https://openalex.org/W2893763841","https://openalex.org/W2163831990"],"abstract_inverted_index":{"Given":[0],"the":[1,12,29,40,50,55,74,79,84,89,93,100,121,124,127,136,147],"extreme":[2],"diffusion":[3],"of":[4,22,57,68,76,78,86,95,123,149],"Alzheimer's":[5],"disease":[6,10],"(AD)":[7],"and":[8,44,46,54,81,111,144],"Parkinson's":[9],"(PD),":[11],"necessity":[13],"for":[14],"a":[15,66,109,152],"solution":[16],"to":[17,28,72,82,103,132],"early":[18,33],"detect":[19,73],"neurological":[20],"symptoms":[21,107],"such":[23,32,105],"diseases":[24],"strongly":[25],"arose.":[26],"According":[27],"medical":[30],"literature,":[31],"detection":[34],"can":[35],"be":[36],"achieved":[37],"by":[38],"exploiting":[39],"correlation":[41],"between":[42],"PD":[43],"AD":[45],"some":[47],"external":[48,106],"symptoms:":[49],"Essential":[51],"Tremor":[52],"(ET)":[53],"number":[56,85,148],"Eye":[58],"Blinks":[59],"(EBs).":[60],"In":[61],"this":[62,98],"paper":[63],"we":[64],"present":[65],"prototype":[67],"sensored":[69],"glasses":[70],"able":[71,131],"presence":[75],"ET":[77,137],"head":[80],"count":[83,146],"EBs":[87,150],"at":[88],"same":[90],"time.":[91],"To":[92],"best":[94],"authors'":[96],"knowledge":[97],"is":[99],"first":[101],"attempt":[102],"monitor":[104],"with":[108,138,151],"transparent":[110],"wearable":[112],"device":[113],"without":[114],"any":[115],"a-priori":[116],"training.":[117],"Numerical":[118],"results":[119],"prove":[120],"reliability":[122],"proposed":[125,128],"approach:":[126],"algorithms":[129],"are":[130],"i)":[133],"correctly":[134],"recognize":[135],"an":[139],"overall":[140],"accuracy":[141],"above":[142],"97%":[143],"ii)":[145],"Root":[153],"Mean":[154],"Square":[155],"Error":[156],"(RMSE)":[157],"around":[158],"0.4.":[159]},"counts_by_year":[{"year":2025,"cited_by_count":1},{"year":2024,"cited_by_count":1},{"year":2023,"cited_by_count":2},{"year":2022,"cited_by_count":1},{"year":2021,"cited_by_count":2}],"updated_date":"2025-11-20T23:13:51.555489","created_date":"2025-10-10T00:00:00"}