{"id":"https://openalex.org/W4382562144","doi":"https://doi.org/10.23919/mipro57284.2023.10159926","title":"Smart Glasses for Gait Analysis of Parkinson\u2019s Disease Patients","display_name":"Smart Glasses for Gait Analysis of Parkinson\u2019s Disease Patients","publication_year":2023,"publication_date":"2023-05-22","ids":{"openalex":"https://openalex.org/W4382562144","doi":"https://doi.org/10.23919/mipro57284.2023.10159926"},"language":"en","primary_location":{"id":"doi:10.23919/mipro57284.2023.10159926","is_oa":false,"landing_page_url":"https://doi.org/10.23919/mipro57284.2023.10159926","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2023 46th MIPRO ICT and Electronics Convention (MIPRO)","raw_type":"proceedings-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"https://doi.org/10.23919/MIPRO57284.2023.10159926","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5114036118","display_name":"Ivana Kiprijanovska","orcid":null},"institutions":[{"id":"https://openalex.org/I4210106263","display_name":"Emteq (United Kingdom)","ror":"https://ror.org/01gybxp05","country_code":"GB","type":"company","lineage":["https://openalex.org/I4210106263"]}],"countries":["GB"],"is_corresponding":true,"raw_author_name":"Ivana Kiprijanovska","raw_affiliation_strings":["Emteq Ltd,Brighton,UK,BN1 9SB"],"affiliations":[{"raw_affiliation_string":"Emteq Ltd,Brighton,UK,BN1 9SB","institution_ids":["https://openalex.org/I4210106263"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5019792949","display_name":"Filip Panchevski","orcid":null},"institutions":[{"id":"https://openalex.org/I4210106263","display_name":"Emteq (United Kingdom)","ror":"https://ror.org/01gybxp05","country_code":"GB","type":"company","lineage":["https://openalex.org/I4210106263"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"Filip Panchevski","raw_affiliation_strings":["Emteq Ltd,Brighton,UK,BN1 9SB"],"affiliations":[{"raw_affiliation_string":"Emteq Ltd,Brighton,UK,BN1 9SB","institution_ids":["https://openalex.org/I4210106263"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5002954762","display_name":"Simon Stankoski","orcid":"https://orcid.org/0000-0002-0377-6731"},"institutions":[{"id":"https://openalex.org/I4210106263","display_name":"Emteq (United Kingdom)","ror":"https://ror.org/01gybxp05","country_code":"GB","type":"company","lineage":["https://openalex.org/I4210106263"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"Simon Stankoski","raw_affiliation_strings":["Emteq Ltd,Brighton,UK,BN1 9SB"],"affiliations":[{"raw_affiliation_string":"Emteq Ltd,Brighton,UK,BN1 9SB","institution_ids":["https://openalex.org/I4210106263"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5037458079","display_name":"Martin Gjoreski","orcid":"https://orcid.org/0000-0002-1220-7418"},"institutions":[{"id":"https://openalex.org/I57201433","display_name":"Universit\u00e0 della Svizzera italiana","ror":"https://ror.org/03c4atk17","country_code":"CH","type":"education","lineage":["https://openalex.org/I57201433"]}],"countries":["CH"],"is_corresponding":false,"raw_author_name":"Martin Gjoreski","raw_affiliation_strings":["Universit&#x00E0; della Svizzera italiana,Faculty of Informatics,Lugano,Switzerland"],"affiliations":[{"raw_affiliation_string":"Universit&#x00E0; della Svizzera italiana,Faculty of Informatics,Lugano,Switzerland","institution_ids":["https://openalex.org/I57201433"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5056180218","display_name":"James Archer","orcid":"https://orcid.org/0000-0002-3398-0645"},"institutions":[{"id":"https://openalex.org/I4210106263","display_name":"Emteq (United Kingdom)","ror":"https://ror.org/01gybxp05","country_code":"GB","type":"company","lineage":["https://openalex.org/I4210106263"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"James Archer","raw_affiliation_strings":["Emteq Ltd,Brighton,UK,BN1 9SB"],"affiliations":[{"raw_affiliation_string":"Emteq Ltd,Brighton,UK,BN1 9SB","institution_ids":["https://openalex.org/I4210106263"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5070903938","display_name":"M. John Broulidakis","orcid":"https://orcid.org/0000-0001-9314-9100"},"institutions":[{"id":"https://openalex.org/I4210106263","display_name":"Emteq (United Kingdom)","ror":"https://ror.org/01gybxp05","country_code":"GB","type":"company","lineage":["https://openalex.org/I4210106263"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"John Broulidakis","raw_affiliation_strings":["Emteq Ltd,Brighton,UK,BN1 9SB"],"affiliations":[{"raw_affiliation_string":"Emteq Ltd,Brighton,UK,BN1 9SB","institution_ids":["https://openalex.org/I4210106263"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5058449124","display_name":"Ifigeneia Mavridou","orcid":"https://orcid.org/0000-0003-3800-6531"},"institutions":[{"id":"https://openalex.org/I4210106263","display_name":"Emteq (United Kingdom)","ror":"https://ror.org/01gybxp05","country_code":"GB","type":"company","lineage":["https://openalex.org/I4210106263"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"Ifigeneia Mavridou","raw_affiliation_strings":["Emteq Ltd,Brighton,UK,BN1 9SB"],"affiliations":[{"raw_affiliation_string":"Emteq Ltd,Brighton,UK,BN1 9SB","institution_ids":["https://openalex.org/I4210106263"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5034950112","display_name":"Bradley Hayes","orcid":"https://orcid.org/0000-0002-0723-1085"},"institutions":[{"id":"https://openalex.org/I4210159752","display_name":"Canterbury District Health Board","ror":"https://ror.org/05tqtd486","country_code":"NZ","type":"healthcare","lineage":["https://openalex.org/I4210159752"]},{"id":"https://openalex.org/I2802773633","display_name":"Christchurch Hospital","ror":"https://ror.org/003nvpm64","country_code":"NZ","type":"healthcare","lineage":["https://openalex.org/I2802773633","https://openalex.org/I4405259026"]}],"countries":["NZ"],"is_corresponding":false,"raw_author_name":"Bradley Hayes","raw_affiliation_strings":["Canterbury District Health Board, Christchurch Hospital,Christchurch,New Zealand","Canterbury District Health Board, Christchurch Hospital, Christchurch, New Zealand"],"affiliations":[{"raw_affiliation_string":"Canterbury District Health Board, Christchurch Hospital,Christchurch,New Zealand","institution_ids":["https://openalex.org/I4210159752"]},{"raw_affiliation_string":"Canterbury District Health Board, Christchurch Hospital, Christchurch, New Zealand","institution_ids":["https://openalex.org/I4210159752","https://openalex.org/I2802773633"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5025908099","display_name":"Tiago Guerreiro","orcid":"https://orcid.org/0000-0002-0333-5792"},"institutions":[{"id":"https://openalex.org/I141596103","display_name":"University of Lisbon","ror":"https://ror.org/01c27hj86","country_code":"PT","type":"education","lineage":["https://openalex.org/I141596103"]}],"countries":["PT"],"is_corresponding":false,"raw_author_name":"Tiago Guerreiro","raw_affiliation_strings":["Universidade de Lisboa,LASIGE, Faculdade de Ciencias,Lisboa,Portugal","LASIGE, Faculdade de Ciencias, Universidade de Lisboa, Lisboa, Portugal"],"affiliations":[{"raw_affiliation_string":"Universidade de Lisboa,LASIGE, Faculdade de Ciencias,Lisboa,Portugal","institution_ids":["https://openalex.org/I141596103"]},{"raw_affiliation_string":"LASIGE, Faculdade de Ciencias, Universidade de Lisboa, Lisboa, Portugal","institution_ids":["https://openalex.org/I141596103"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5059732081","display_name":"Charles Nduka","orcid":"https://orcid.org/0000-0003-1315-0502"},"institutions":[{"id":"https://openalex.org/I4210106263","display_name":"Emteq (United Kingdom)","ror":"https://ror.org/01gybxp05","country_code":"GB","type":"company","lineage":["https://openalex.org/I4210106263"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"Charles Nduka","raw_affiliation_strings":["Emteq Ltd,Brighton,UK,BN1 9SB"],"affiliations":[{"raw_affiliation_string":"Emteq Ltd,Brighton,UK,BN1 9SB","institution_ids":["https://openalex.org/I4210106263"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5004955908","display_name":"Hristijan Gjoreski","orcid":"https://orcid.org/0000-0002-0770-4268"},"institutions":[{"id":"https://openalex.org/I4210106263","display_name":"Emteq (United Kingdom)","ror":"https://ror.org/01gybxp05","country_code":"GB","type":"company","lineage":["https://openalex.org/I4210106263"]},{"id":"https://openalex.org/I76245029","display_name":"Ss. Cyril and Methodius University in Skopje","ror":"https://ror.org/02wk2vx54","country_code":"MK","type":"education","lineage":["https://openalex.org/I76245029"]}],"countries":["GB","MK"],"is_corresponding":false,"raw_author_name":"Hristijan Gjoreski","raw_affiliation_strings":["Emteq Ltd,Brighton,UK,BN1 9SB","Ss. Cyril and Methodius University in Skopje, Skopje, N. Macedonia"],"affiliations":[{"raw_affiliation_string":"Emteq Ltd,Brighton,UK,BN1 9SB","institution_ids":["https://openalex.org/I4210106263"]},{"raw_affiliation_string":"Ss. Cyril and Methodius University in Skopje, Skopje, N. Macedonia","institution_ids":["https://openalex.org/I76245029"]}]}],"institutions":[],"countries_distinct_count":5,"institutions_distinct_count":11,"corresponding_author_ids":["https://openalex.org/A5114036118"],"corresponding_institution_ids":["https://openalex.org/I4210106263"],"apc_list":null,"apc_paid":null,"fwci":5.9056,"has_fulltext":false,"cited_by_count":8,"citation_normalized_percentile":{"value":0.95873351,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":96,"max":99},"biblio":{"volume":null,"issue":null,"first_page":"385","last_page":"390"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10114","display_name":"Balance, Gait, and Falls Prevention","score":0.9995999932289124,"subfield":{"id":"https://openalex.org/subfields/3612","display_name":"Physical Therapy, Sports Therapy and Rehabilitation"},"field":{"id":"https://openalex.org/fields/36","display_name":"Health Professions"},"domain":{"id":"https://openalex.org/domains/4","display_name":"Health Sciences"}},"topics":[{"id":"https://openalex.org/T10114","display_name":"Balance, Gait, and Falls Prevention","score":0.9995999932289124,"subfield":{"id":"https://openalex.org/subfields/3612","display_name":"Physical Therapy, Sports Therapy and Rehabilitation"},"field":{"id":"https://openalex.org/fields/36","display_name":"Health Professions"},"domain":{"id":"https://openalex.org/domains/4","display_name":"Health Sciences"}},{"id":"https://openalex.org/T10085","display_name":"Parkinson's Disease Mechanisms and Treatments","score":0.9918000102043152,"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/T11097","display_name":"Cerebral Palsy and Movement Disorders","score":0.9858999848365784,"subfield":{"id":"https://openalex.org/subfields/2738","display_name":"Psychiatry and Mental health"},"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/parkinsons-disease","display_name":"Parkinson's disease","score":0.7555689811706543},{"id":"https://openalex.org/keywords/gait","display_name":"Gait","score":0.6958945393562317},{"id":"https://openalex.org/keywords/inertial-measurement-unit","display_name":"Inertial measurement unit","score":0.6840113401412964},{"id":"https://openalex.org/keywords/physical-medicine-and-rehabilitation","display_name":"Physical medicine and rehabilitation","score":0.6525372862815857},{"id":"https://openalex.org/keywords/disease","display_name":"Disease","score":0.5233415961265564},{"id":"https://openalex.org/keywords/gait-analysis","display_name":"Gait analysis","score":0.486263632774353},{"id":"https://openalex.org/keywords/motor-symptoms","display_name":"Motor symptoms","score":0.4558715522289276},{"id":"https://openalex.org/keywords/movement-disorders","display_name":"Movement disorders","score":0.4537409543991089},{"id":"https://openalex.org/keywords/medicine","display_name":"Medicine","score":0.4413304030895233},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.265697717666626},{"id":"https://openalex.org/keywords/internal-medicine","display_name":"Internal medicine","score":0.14686259627342224},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.1150699257850647}],"concepts":[{"id":"https://openalex.org/C2779734285","wikidata":"https://www.wikidata.org/wiki/Q11085","display_name":"Parkinson's disease","level":3,"score":0.7555689811706543},{"id":"https://openalex.org/C151800584","wikidata":"https://www.wikidata.org/wiki/Q2370000","display_name":"Gait","level":2,"score":0.6958945393562317},{"id":"https://openalex.org/C79061980","wikidata":"https://www.wikidata.org/wiki/Q941680","display_name":"Inertial measurement unit","level":2,"score":0.6840113401412964},{"id":"https://openalex.org/C99508421","wikidata":"https://www.wikidata.org/wiki/Q2678675","display_name":"Physical medicine and rehabilitation","level":1,"score":0.6525372862815857},{"id":"https://openalex.org/C2779134260","wikidata":"https://www.wikidata.org/wiki/Q12136","display_name":"Disease","level":2,"score":0.5233415961265564},{"id":"https://openalex.org/C173906292","wikidata":"https://www.wikidata.org/wiki/Q1493441","display_name":"Gait analysis","level":3,"score":0.486263632774353},{"id":"https://openalex.org/C3018987647","wikidata":"https://www.wikidata.org/wiki/Q3221083","display_name":"Motor symptoms","level":4,"score":0.4558715522289276},{"id":"https://openalex.org/C2778261627","wikidata":"https://www.wikidata.org/wiki/Q2608695","display_name":"Movement disorders","level":3,"score":0.4537409543991089},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.4413304030895233},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.265697717666626},{"id":"https://openalex.org/C126322002","wikidata":"https://www.wikidata.org/wiki/Q11180","display_name":"Internal medicine","level":1,"score":0.14686259627342224},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.1150699257850647}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.23919/mipro57284.2023.10159926","is_oa":false,"landing_page_url":"https://doi.org/10.23919/mipro57284.2023.10159926","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2023 46th MIPRO ICT and Electronics Convention (MIPRO)","raw_type":"proceedings-article"},{"id":"pmh:oai:zenodo.org:10157444","is_oa":true,"landing_page_url":"https://doi.org/10.23919/MIPRO57284.2023.10159926","pdf_url":null,"source":{"id":"https://openalex.org/S4306400562","display_name":"Zenodo (CERN European Organization for Nuclear Research)","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I67311998","host_organization_name":"European Organization for Nuclear Research","host_organization_lineage":["https://openalex.org/I67311998"],"host_organization_lineage_names":[],"type":"repository"},"license":"other-oa","license_id":"https://openalex.org/licenses/other-oa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":"info:eu-repo/semantics/conferencePaper"}],"best_oa_location":{"id":"pmh:oai:zenodo.org:10157444","is_oa":true,"landing_page_url":"https://doi.org/10.23919/MIPRO57284.2023.10159926","pdf_url":null,"source":{"id":"https://openalex.org/S4306400562","display_name":"Zenodo (CERN European Organization for Nuclear Research)","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I67311998","host_organization_name":"European Organization for Nuclear Research","host_organization_lineage":["https://openalex.org/I67311998"],"host_organization_lineage_names":[],"type":"repository"},"license":"other-oa","license_id":"https://openalex.org/licenses/other-oa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":"info:eu-repo/semantics/conferencePaper"},"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":23,"referenced_works":["https://openalex.org/W1974704788","https://openalex.org/W2045077176","https://openalex.org/W2057105744","https://openalex.org/W2058190976","https://openalex.org/W2075359683","https://openalex.org/W2078749465","https://openalex.org/W2095683814","https://openalex.org/W2120882833","https://openalex.org/W2128892560","https://openalex.org/W2187089797","https://openalex.org/W2343290709","https://openalex.org/W2554960300","https://openalex.org/W2736877966","https://openalex.org/W2945217636","https://openalex.org/W2990845518","https://openalex.org/W3006012411","https://openalex.org/W3025667319","https://openalex.org/W3037834392","https://openalex.org/W3135640605","https://openalex.org/W3186350470","https://openalex.org/W4200150358","https://openalex.org/W4220977371","https://openalex.org/W4221068468"],"related_works":["https://openalex.org/W2009398857","https://openalex.org/W2980394440","https://openalex.org/W2145276816","https://openalex.org/W2783265305","https://openalex.org/W4295094557","https://openalex.org/W3007348545","https://openalex.org/W4220710322","https://openalex.org/W2084483836","https://openalex.org/W4382562144","https://openalex.org/W2726688405"],"abstract_inverted_index":{"Parkinson\u2019s":[0],"disease":[1,45],"(PD)":[2],"is":[3,31],"one":[4],"of":[5,11,65,84,98,105,108,129,145,167],"the":[6,12,63,81,109,115,133,139,143,160,172],"most":[7],"common":[8],"neurodegenerative":[9],"disorders":[10],"central":[13],"nervous":[14],"system,":[15],"which":[16,42],"predominantly":[17],"affects":[18],"patients\u2019":[19,130,169],"motor":[20,35,82],"functions,":[21],"movement,":[22],"and":[23,48,164,175],"stability.":[24],"Monitoring":[25],"movement":[26],"in":[27,44,138],"patients":[28,51,92],"with":[29,70,93,95,123],"PD":[30,85,94,168],"crucial":[32],"for":[33,76,126,149,162],"inferring":[34],"state":[36,83],"fluctuations":[37],"throughout":[38],"daily":[39],"life":[40],"activities,":[41],"aids":[43],"progression":[46],"analysis":[47],"assessing":[49],"how":[50],"respond":[52],"to":[53],"medications":[54],"over":[55],"time.":[56],"In":[57],"this":[58],"preliminary":[59],"study,":[60],"we":[61],"examine":[62],"possibility":[64,144],"using":[66],"smart":[67,157],"glasses":[68,158],"equipped":[69],"Inertial":[71],"Measurement":[72],"Unit":[73],"(IMU)":[74],"sensors":[75],"providing":[77],"objective":[78],"information":[79],"on":[80],"patients.":[86],"Data":[87],"was":[88],"collected":[89],"from":[90],"seven":[91],"varying":[96],"levels":[97],"symptom":[99,151],"severity,":[100],"who":[101],"performed":[102],"a":[103,124],"total":[104],"35":[106],"trails":[107],"Timed-Up-and-Go":[110],"(TUG)":[111],"test":[112],"while":[113],"wearing":[114],"glasses.":[116],"We":[117],"present":[118],"an":[119],"IMU-based":[120],"step-detection":[121],"algorithm":[122],"potential":[125,161],"continuous":[127,165],"monitoring":[128,150],"gait.":[131],"Furthermore,":[132],"analyses":[134],"reveal":[135],"patient-specific":[136],"clusters":[137],"sensor":[140],"data,":[141],"suggesting":[142],"developing":[146],"personalized":[147],"models":[148],"progression.":[152],"The":[153],"findings":[154],"suggest":[155],"that":[156],"have":[159],"unobtrusive":[163],"screening":[166],"gait,":[170],"enhancing":[171],"medical":[173],"assessment":[174],"treatment.":[176]},"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2025,"cited_by_count":3},{"year":2024,"cited_by_count":4}],"updated_date":"2026-03-20T23:20:44.827607","created_date":"2025-10-10T00:00:00"}
