{"id":"https://openalex.org/W2105823187","doi":"https://doi.org/10.1109/iembs.2011.6091296","title":"Towards remote evaluation of movement disorders via smartphones","display_name":"Towards remote evaluation of movement disorders via smartphones","publication_year":2011,"publication_date":"2011-08-01","ids":{"openalex":"https://openalex.org/W2105823187","doi":"https://doi.org/10.1109/iembs.2011.6091296","mag":"2105823187","pmid":"https://pubmed.ncbi.nlm.nih.gov/22255519"},"language":"en","primary_location":{"id":"doi:10.1109/iembs.2011.6091296","is_oa":false,"landing_page_url":"https://doi.org/10.1109/iembs.2011.6091296","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2011 Annual International Conference of the IEEE Engineering in Medicine and Biology Society","raw_type":"proceedings-article"},"type":"conference-paper","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/A5033159459","display_name":"Nicholas Kostikis","orcid":"https://orcid.org/0000-0003-2444-1962"},"institutions":[{"id":"https://openalex.org/I192756129","display_name":"University of Macedonia","ror":"https://ror.org/05fg6gr82","country_code":"GR","type":"education","lineage":["https://openalex.org/I192756129"]}],"countries":["GR"],"is_corresponding":false,"raw_author_name":"N. Kostikis","raw_affiliation_strings":["Department of Applied Informatics, University of Macedonia, Thessaloniki 54006, Greece. nkostikis@uom.gr","Department of Applied Informatics, University of Macedonia, Thessaloniki 54006, Greece.#TAB#"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Applied Informatics, University of Macedonia, Thessaloniki 54006, Greece. nkostikis@uom.gr","institution_ids":["https://openalex.org/I192756129"]},{"raw_affiliation_string":"Department of Applied Informatics, University of Macedonia, Thessaloniki 54006, Greece.#TAB#","institution_ids":["https://openalex.org/I192756129"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5083935917","display_name":"Dimitrios Hristu\u2010Varsakelis","orcid":"https://orcid.org/0000-0002-2186-0865"},"institutions":[{"id":"https://openalex.org/I192756129","display_name":"University of Macedonia","ror":"https://ror.org/05fg6gr82","country_code":"GR","type":"education","lineage":["https://openalex.org/I192756129"]}],"countries":["GR"],"is_corresponding":false,"raw_author_name":"D. Hristu-Varsakelis","raw_affiliation_strings":["Department of Applied Informatics, University of Macedonia, Thessaloniki, Greece","Department of Applied Informatics, University of Macedonia, Thessaloniki 54006, Greece.#TAB#"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Applied Informatics, University of Macedonia, Thessaloniki, Greece","institution_ids":["https://openalex.org/I192756129"]},{"raw_affiliation_string":"Department of Applied Informatics, University of Macedonia, Thessaloniki 54006, Greece.#TAB#","institution_ids":["https://openalex.org/I192756129"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5032993442","display_name":"Marianthi Arnaoutoglou","orcid":"https://orcid.org/0000-0001-6476-2651"},"institutions":[{"id":"https://openalex.org/I21370196","display_name":"Aristotle University of Thessaloniki","ror":"https://ror.org/02j61yw88","country_code":"GR","type":"education","lineage":["https://openalex.org/I21370196"]}],"countries":["GR"],"is_corresponding":false,"raw_author_name":"M. Arnaoutoglou","raw_affiliation_strings":["School of Medicine, Aristotle University of Thessaloniki, Greece","School of Medicine, Aristotle University of Thessaloniki, 54124, Greece"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Medicine, Aristotle University of Thessaloniki, Greece","institution_ids":["https://openalex.org/I21370196"]},{"raw_affiliation_string":"School of Medicine, Aristotle University of Thessaloniki, 54124, Greece","institution_ids":["https://openalex.org/I21370196"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5086198785","display_name":"C. Kotsavasiloglou","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"C. Kotsavasiloglou","raw_affiliation_strings":["Thessaloniki, Greece"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Thessaloniki, Greece","institution_ids":[]}]},{"author_position":"last","author":{"id":null,"display_name":"S. Baloyiannis","orcid":null},"institutions":[{"id":"https://openalex.org/I21370196","display_name":"Aristotle University of Thessaloniki","ror":"https://ror.org/02j61yw88","country_code":"GR","type":"education","lineage":["https://openalex.org/I21370196"]}],"countries":["GR"],"is_corresponding":false,"raw_author_name":"S. Baloyiannis","raw_affiliation_strings":["School of Medicine, Aristotle University of Thessaloniki, Greece","School of Medicine, Aristotle University of Thessaloniki, Greece 54124"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Medicine, Aristotle University of Thessaloniki, Greece","institution_ids":["https://openalex.org/I21370196"]},{"raw_affiliation_string":"School of Medicine, Aristotle University of Thessaloniki, Greece 54124","institution_ids":["https://openalex.org/I21370196"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":null,"has_fulltext":false,"cited_by_count":38,"citation_normalized_percentile":null,"cited_by_percentile_year":null,"biblio":{"volume":"2011","issue":null,"first_page":"5240","last_page":"5243"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10919","display_name":"Neurological disorders and treatments","score":0.9991999864578247,"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":0.9991999864578247,"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/T10106","display_name":"Autism Spectrum Disorder Research","score":0.9868999719619751,"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":0.9824000000953674,"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/accelerometer","display_name":"Accelerometer","score":0.8963181972503662},{"id":"https://openalex.org/keywords/gyroscope","display_name":"Gyroscope","score":0.8449414968490601},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7026179432868958},{"id":"https://openalex.org/keywords/mobile-phone","display_name":"Mobile phone","score":0.6829835176467896},{"id":"https://openalex.org/keywords/phone","display_name":"Phone","score":0.6196643710136414},{"id":"https://openalex.org/keywords/movement","display_name":"Movement (music)","score":0.5132031440734863},{"id":"https://openalex.org/keywords/human\u2013computer-interaction","display_name":"Human\u2013computer interaction","score":0.49169737100601196},{"id":"https://openalex.org/keywords/signal","display_name":"SIGNAL (programming language)","score":0.4364965558052063},{"id":"https://openalex.org/keywords/real-time-computing","display_name":"Real-time computing","score":0.38572847843170166},{"id":"https://openalex.org/keywords/embedded-system","display_name":"Embedded system","score":0.3707127273082733},{"id":"https://openalex.org/keywords/telecommunications","display_name":"Telecommunications","score":0.2142638862133026},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.1905554234981537}],"concepts":[{"id":"https://openalex.org/C89805583","wikidata":"https://www.wikidata.org/wiki/Q192940","display_name":"Accelerometer","level":2,"score":0.8963181972503662},{"id":"https://openalex.org/C158488048","wikidata":"https://www.wikidata.org/wiki/Q483400","display_name":"Gyroscope","level":2,"score":0.8449414968490601},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7026179432868958},{"id":"https://openalex.org/C2777421447","wikidata":"https://www.wikidata.org/wiki/Q17517","display_name":"Mobile phone","level":2,"score":0.6829835176467896},{"id":"https://openalex.org/C2778707766","wikidata":"https://www.wikidata.org/wiki/Q202064","display_name":"Phone","level":2,"score":0.6196643710136414},{"id":"https://openalex.org/C2780226923","wikidata":"https://www.wikidata.org/wiki/Q929848","display_name":"Movement (music)","level":2,"score":0.5132031440734863},{"id":"https://openalex.org/C107457646","wikidata":"https://www.wikidata.org/wiki/Q207434","display_name":"Human\u2013computer interaction","level":1,"score":0.49169737100601196},{"id":"https://openalex.org/C2779843651","wikidata":"https://www.wikidata.org/wiki/Q7390335","display_name":"SIGNAL (programming language)","level":2,"score":0.4364965558052063},{"id":"https://openalex.org/C79403827","wikidata":"https://www.wikidata.org/wiki/Q3988","display_name":"Real-time computing","level":1,"score":0.38572847843170166},{"id":"https://openalex.org/C149635348","wikidata":"https://www.wikidata.org/wiki/Q193040","display_name":"Embedded system","level":1,"score":0.3707127273082733},{"id":"https://openalex.org/C76155785","wikidata":"https://www.wikidata.org/wiki/Q418","display_name":"Telecommunications","level":1,"score":0.2142638862133026},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.1905554234981537},{"id":"https://openalex.org/C138885662","wikidata":"https://www.wikidata.org/wiki/Q5891","display_name":"Philosophy","level":0,"score":0.0},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.0},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.0},{"id":"https://openalex.org/C41895202","wikidata":"https://www.wikidata.org/wiki/Q8162","display_name":"Linguistics","level":1,"score":0.0},{"id":"https://openalex.org/C107038049","wikidata":"https://www.wikidata.org/wiki/Q35986","display_name":"Aesthetics","level":1,"score":0.0},{"id":"https://openalex.org/C146978453","wikidata":"https://www.wikidata.org/wiki/Q3798668","display_name":"Aerospace engineering","level":1,"score":0.0}],"mesh":[{"descriptor_ui":"D000054","descriptor_name":"Acceleration","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D000054","descriptor_name":"Acceleration","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D000054","descriptor_name":"Acceleration","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D003936","descriptor_name":"Diagnosis, Computer-Assisted","qualifier_ui":"Q000295","qualifier_name":"instrumentation","is_major_topic":false},{"descriptor_ui":"D003936","descriptor_name":"Diagnosis, Computer-Assisted","qualifier_ui":"Q000295","qualifier_name":"instrumentation","is_major_topic":false},{"descriptor_ui":"D003936","descriptor_name":"Diagnosis, Computer-Assisted","qualifier_ui":"Q000295","qualifier_name":"instrumentation","is_major_topic":false},{"descriptor_ui":"D004867","descriptor_name":"Equipment Design","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D004867","descriptor_name":"Equipment Design","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D004867","descriptor_name":"Equipment Design","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":"D009069","descriptor_name":"Movement Disorders","qualifier_ui":"Q000175","qualifier_name":"diagnosis","is_major_topic":false},{"descriptor_ui":"D009069","descriptor_name":"Movement Disorders","qualifier_ui":"Q000175","qualifier_name":"diagnosis","is_major_topic":false},{"descriptor_ui":"D009069","descriptor_name":"Movement Disorders","qualifier_ui":"Q000175","qualifier_name":"diagnosis","is_major_topic":false},{"descriptor_ui":"D012680","descriptor_name":"Sensitivity and Specificity","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D012680","descriptor_name":"Sensitivity and Specificity","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D012680","descriptor_name":"Sensitivity and Specificity","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D015203","descriptor_name":"Reproducibility of Results","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D015203","descriptor_name":"Reproducibility of Results","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D015203","descriptor_name":"Reproducibility of Results","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D017216","descriptor_name":"Telemedicine","qualifier_ui":"Q000295","qualifier_name":"instrumentation","is_major_topic":false},{"descriptor_ui":"D017216","descriptor_name":"Telemedicine","qualifier_ui":"Q000295","qualifier_name":"instrumentation","is_major_topic":false},{"descriptor_ui":"D017216","descriptor_name":"Telemedicine","qualifier_ui":"Q000295","qualifier_name":"instrumentation","is_major_topic":false},{"descriptor_ui":"D018670","descriptor_name":"Monitoring, Ambulatory","qualifier_ui":"Q000295","qualifier_name":"instrumentation","is_major_topic":false},{"descriptor_ui":"D018670","descriptor_name":"Monitoring, Ambulatory","qualifier_ui":"Q000295","qualifier_name":"instrumentation","is_major_topic":false},{"descriptor_ui":"D018670","descriptor_name":"Monitoring, Ambulatory","qualifier_ui":"Q000295","qualifier_name":"instrumentation","is_major_topic":false},{"descriptor_ui":"D019544","descriptor_name":"Equipment Failure Analysis","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D019544","descriptor_name":"Equipment Failure Analysis","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D019544","descriptor_name":"Equipment Failure Analysis","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D040421","descriptor_name":"Cell Phone","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D040421","descriptor_name":"Cell Phone","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D040421","descriptor_name":"Cell Phone","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D056044","descriptor_name":"Actigraphy","qualifier_ui":"Q000295","qualifier_name":"instrumentation","is_major_topic":false},{"descriptor_ui":"D056044","descriptor_name":"Actigraphy","qualifier_ui":"Q000295","qualifier_name":"instrumentation","is_major_topic":false},{"descriptor_ui":"D056044","descriptor_name":"Actigraphy","qualifier_ui":"Q000295","qualifier_name":"instrumentation","is_major_topic":false}],"locations_count":2,"locations":[{"id":"doi:10.1109/iembs.2011.6091296","is_oa":false,"landing_page_url":"https://doi.org/10.1109/iembs.2011.6091296","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2011 Annual International Conference of the IEEE Engineering in Medicine and Biology Society","raw_type":"proceedings-article"},{"id":"pmid:22255519","is_oa":false,"landing_page_url":"https://pubmed.ncbi.nlm.nih.gov/22255519","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":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":10,"referenced_works":["https://openalex.org/W607933207","https://openalex.org/W1561562988","https://openalex.org/W2001744244","https://openalex.org/W2008053129","https://openalex.org/W2031547184","https://openalex.org/W2032868377","https://openalex.org/W2126123617","https://openalex.org/W2127976353","https://openalex.org/W2131534334","https://openalex.org/W4242565096"],"related_works":["https://openalex.org/W2356006086","https://openalex.org/W1973973903","https://openalex.org/W2545168295","https://openalex.org/W2365897603","https://openalex.org/W4234814094","https://openalex.org/W2156308897","https://openalex.org/W4303613760","https://openalex.org/W2361871310","https://openalex.org/W2417246878","https://openalex.org/W1982154684"],"abstract_inverted_index":{"Recent":[0],"advances":[1],"in":[2,83],"mobile":[3],"phone":[4],"technology":[5],"have":[6],"placed":[7],"an":[8,20],"impressive":[9],"array":[10],"of":[11,19,23,26,37,48,51],"sensing":[12],"and":[13,66,80,91,110],"communication":[14],"equipment":[15],"at":[16],"the":[17,27,35,68,78,84],"hands":[18],"ever-growing":[21],"number":[22],"people.":[24],"One":[25],"areas":[28],"which":[29],"can":[30],"potentially":[31],"be":[32],"transformed":[33],"by":[34,106],"availability":[36],"what":[38],"is":[39,46,89],"essentially":[40],"a":[41,61],"cheap,":[42],"ubiquitous":[43],"networked":[44],"sensor,":[45],"that":[47,105],"remote":[49],"diagnosis":[50],"movement":[52,73],"disorders,":[53],"such":[54],"as":[55],"Parkinson's":[56],"disease.":[57],"This":[58],"work":[59],"describes":[60],"smartphone-based":[62],"method":[63],"for":[64],"detecting":[65],"quantifying":[67],"hand":[69,121],"tremor":[70],"associated":[71],"with":[72,100,120],"disorders":[74],"using":[75,123],"signals":[76],"from":[77],"accelerometer":[79,109],"gyroscope":[81,111],"embedded":[82],"patient's":[85],"phone.":[86],"Our":[87],"approach":[88],"web-based":[90],"user-friendly,":[92],"requiring":[93],"minimal":[94],"user":[95],"interaction.":[96],"In":[97],"clinical":[98],"experiments":[99],"twenty":[101],"subjects,":[102],"we":[103,113],"found":[104],"combining":[107],"both":[108],"signals,":[112],"were":[114],"able":[115],"to":[116],"correctly":[117],"identify":[118],"those":[119],"tremor,":[122],"very":[124],"simple":[125],"signal":[126],"metrics.":[127]},"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2024,"cited_by_count":2},{"year":2022,"cited_by_count":3},{"year":2021,"cited_by_count":1},{"year":2019,"cited_by_count":2},{"year":2018,"cited_by_count":3},{"year":2017,"cited_by_count":4},{"year":2016,"cited_by_count":6},{"year":2015,"cited_by_count":6},{"year":2014,"cited_by_count":4},{"year":2013,"cited_by_count":4},{"year":2012,"cited_by_count":2}],"updated_date":"2026-07-14T23:27:15.235271","created_date":"2025-10-10T00:00:00"}
