{"id":"https://openalex.org/W4200259610","doi":"https://doi.org/10.3390/s21248286","title":"An Automatic Gait Analysis Pipeline for Wearable Sensors: A Pilot Study in Parkinson\u2019s Disease","display_name":"An Automatic Gait Analysis Pipeline for Wearable Sensors: A Pilot Study in Parkinson\u2019s Disease","publication_year":2021,"publication_date":"2021-12-11","ids":{"openalex":"https://openalex.org/W4200259610","doi":"https://doi.org/10.3390/s21248286","pmid":"https://pubmed.ncbi.nlm.nih.gov/34960379"},"language":"en","primary_location":{"id":"doi:10.3390/s21248286","is_oa":true,"landing_page_url":"https://doi.org/10.3390/s21248286","pdf_url":"https://www.mdpi.com/1424-8220/21/24/8286/pdf?version=1639483441","source":{"id":"https://openalex.org/S101949793","display_name":"Sensors","issn_l":"1424-8220","issn":["1424-8220"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310310987","host_organization_name":"Multidisciplinary Digital Publishing Institute","host_organization_lineage":["https://openalex.org/P4310310987"],"host_organization_lineage_names":["Multidisciplinary Digital Publishing Institute"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Sensors","raw_type":"journal-article"},"type":"article","indexed_in":["crossref","doaj","pubmed"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://www.mdpi.com/1424-8220/21/24/8286/pdf?version=1639483441","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5086457945","display_name":"Luis R. Peraza","orcid":"https://orcid.org/0000-0002-3419-0792"},"institutions":[{"id":"https://openalex.org/I4210096995","display_name":"Ixico (United Kingdom)","ror":"https://ror.org/00paezp73","country_code":"GB","type":"company","lineage":["https://openalex.org/I4210096995"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"Luis R. Peraza","raw_affiliation_strings":["IXICO, London EC1A 9PN, UK"],"raw_orcid":"https://orcid.org/0000-0002-3419-0792","affiliations":[{"raw_affiliation_string":"IXICO, London EC1A 9PN, UK","institution_ids":["https://openalex.org/I4210096995"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5027582376","display_name":"Kirsi M. Kinnunen","orcid":"https://orcid.org/0000-0002-8562-2866"},"institutions":[{"id":"https://openalex.org/I4210096995","display_name":"Ixico (United Kingdom)","ror":"https://ror.org/00paezp73","country_code":"GB","type":"company","lineage":["https://openalex.org/I4210096995"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"Kirsi M. Kinnunen","raw_affiliation_strings":["IXICO, London EC1A 9PN, UK"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"IXICO, London EC1A 9PN, UK","institution_ids":["https://openalex.org/I4210096995"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5079050234","display_name":"R\u00f3is\u00edn McNaney","orcid":"https://orcid.org/0000-0003-3761-296X"},"institutions":[{"id":"https://openalex.org/I56590836","display_name":"Monash University","ror":"https://ror.org/02bfwt286","country_code":"AU","type":"education","lineage":["https://openalex.org/I56590836"]}],"countries":["AU"],"is_corresponding":false,"raw_author_name":"Roisin McNaney","raw_affiliation_strings":["Department of Human Centred Computing, Monash University, Clayton, VIC 3800, Australia"],"raw_orcid":"https://orcid.org/0000-0003-3761-296X","affiliations":[{"raw_affiliation_string":"Department of Human Centred Computing, Monash University, Clayton, VIC 3800, Australia","institution_ids":["https://openalex.org/I56590836"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5062152110","display_name":"Ian Craddock","orcid":"https://orcid.org/0000-0001-6552-8541"},"institutions":[{"id":"https://openalex.org/I36234482","display_name":"University of Bristol","ror":"https://ror.org/0524sp257","country_code":"GB","type":"education","lineage":["https://openalex.org/I36234482"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"Ian J. Craddock","raw_affiliation_strings":["Electrical and Electronic Engineering, School of Computer Science, University of Bristol, Bristol BS8 1QU, UK"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Electrical and Electronic Engineering, School of Computer Science, University of Bristol, Bristol BS8 1QU, UK","institution_ids":["https://openalex.org/I36234482"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5001902655","display_name":"Alan Whone","orcid":"https://orcid.org/0000-0002-8931-4422"},"institutions":[{"id":"https://openalex.org/I1307034911","display_name":"North Bristol NHS Trust","ror":"https://ror.org/036x6gt55","country_code":"GB","type":"healthcare","lineage":["https://openalex.org/I1307034911"]},{"id":"https://openalex.org/I36234482","display_name":"University of Bristol","ror":"https://ror.org/0524sp257","country_code":"GB","type":"education","lineage":["https://openalex.org/I36234482"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"Alan L. Whone","raw_affiliation_strings":["Movement Disorders Group, North Bristol NHS Trust, Westbury on Trym, Bristol BS10 5NB, UK","Translational Health Sciences, University of Bristol Medical School, Bristol BS8 1QU, UK"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Movement Disorders Group, North Bristol NHS Trust, Westbury on Trym, Bristol BS10 5NB, UK","institution_ids":["https://openalex.org/I1307034911"]},{"raw_affiliation_string":"Translational Health Sciences, University of Bristol Medical School, Bristol BS8 1QU, UK","institution_ids":["https://openalex.org/I36234482"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5077064728","display_name":"Catherine Morgan","orcid":"https://orcid.org/0000-0003-0333-2417"},"institutions":[{"id":"https://openalex.org/I1307034911","display_name":"North Bristol NHS Trust","ror":"https://ror.org/036x6gt55","country_code":"GB","type":"healthcare","lineage":["https://openalex.org/I1307034911"]},{"id":"https://openalex.org/I36234482","display_name":"University of Bristol","ror":"https://ror.org/0524sp257","country_code":"GB","type":"education","lineage":["https://openalex.org/I36234482"]}],"countries":["GB"],"is_corresponding":true,"raw_author_name":"Catherine Morgan","raw_affiliation_strings":["Movement Disorders Group, North Bristol NHS Trust, Westbury on Trym, Bristol BS10 5NB, UK","Translational Health Sciences, University of Bristol Medical School, Bristol BS8 1QU, UK"],"raw_orcid":"https://orcid.org/0000-0003-0333-2417","affiliations":[{"raw_affiliation_string":"Movement Disorders Group, North Bristol NHS Trust, Westbury on Trym, Bristol BS10 5NB, UK","institution_ids":["https://openalex.org/I1307034911"]},{"raw_affiliation_string":"Translational Health Sciences, University of Bristol Medical School, Bristol BS8 1QU, UK","institution_ids":["https://openalex.org/I36234482"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5084151437","display_name":"Richard Joules","orcid":null},"institutions":[{"id":"https://openalex.org/I4210096995","display_name":"Ixico (United Kingdom)","ror":"https://ror.org/00paezp73","country_code":"GB","type":"company","lineage":["https://openalex.org/I4210096995"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"Richard Joules","raw_affiliation_strings":["IXICO, London EC1A 9PN, UK"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"IXICO, London EC1A 9PN, UK","institution_ids":["https://openalex.org/I4210096995"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5107826063","display_name":"Robin Wolz","orcid":null},"institutions":[{"id":"https://openalex.org/I4210096995","display_name":"Ixico (United Kingdom)","ror":"https://ror.org/00paezp73","country_code":"GB","type":"company","lineage":["https://openalex.org/I4210096995"]},{"id":"https://openalex.org/I47508984","display_name":"Imperial College London","ror":"https://ror.org/041kmwe10","country_code":"GB","type":"education","lineage":["https://openalex.org/I47508984"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"Robin Wolz","raw_affiliation_strings":["Department of Computing, Imperial College London, London SW7 2AZ, UK","IXICO, London EC1A 9PN, UK"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Computing, Imperial College London, London SW7 2AZ, UK","institution_ids":["https://openalex.org/I47508984"]},{"raw_affiliation_string":"IXICO, London EC1A 9PN, UK","institution_ids":["https://openalex.org/I4210096995"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":8,"corresponding_author_ids":["https://openalex.org/A5077064728"],"corresponding_institution_ids":["https://openalex.org/I1307034911","https://openalex.org/I36234482"],"apc_list":{"value":2400,"currency":"CHF","value_usd":2598},"apc_paid":{"value":2400,"currency":"CHF","value_usd":2598},"fwci":6.5094,"has_fulltext":true,"cited_by_count":28,"citation_normalized_percentile":{"value":0.96851209,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":89,"max":99},"biblio":{"volume":"21","issue":"24","first_page":"8286","last_page":"8286"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10114","display_name":"Balance, Gait, and Falls Prevention","score":0.9998000264167786,"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":0.9998000264167786,"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/T10784","display_name":"Muscle activation and electromyography studies","score":0.9969000220298767,"subfield":{"id":"https://openalex.org/subfields/2204","display_name":"Biomedical Engineering"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T11227","display_name":"Diabetic Foot Ulcer Assessment and Management","score":0.9943000078201294,"subfield":{"id":"https://openalex.org/subfields/2712","display_name":"Endocrinology, Diabetes and Metabolism"},"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/gait","display_name":"Gait","score":0.6657845377922058},{"id":"https://openalex.org/keywords/wearable-computer","display_name":"Wearable computer","score":0.6473591923713684},{"id":"https://openalex.org/keywords/intraclass-correlation","display_name":"Intraclass correlation","score":0.5532733798027039},{"id":"https://openalex.org/keywords/physical-medicine-and-rehabilitation","display_name":"Physical medicine and rehabilitation","score":0.5418951511383057},{"id":"https://openalex.org/keywords/wrist","display_name":"Wrist","score":0.5196817517280579},{"id":"https://openalex.org/keywords/accelerometer","display_name":"Accelerometer","score":0.501439094543457},{"id":"https://openalex.org/keywords/gait-analysis","display_name":"Gait analysis","score":0.49849534034729004},{"id":"https://openalex.org/keywords/medicine","display_name":"Medicine","score":0.433460533618927},{"id":"https://openalex.org/keywords/reproducibility","display_name":"Reproducibility","score":0.37716221809387207},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.3431662917137146},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.17456400394439697},{"id":"https://openalex.org/keywords/surgery","display_name":"Surgery","score":0.11710217595100403},{"id":"https://openalex.org/keywords/statistics","display_name":"Statistics","score":0.09944763779640198}],"concepts":[{"id":"https://openalex.org/C151800584","wikidata":"https://www.wikidata.org/wiki/Q2370000","display_name":"Gait","level":2,"score":0.6657845377922058},{"id":"https://openalex.org/C150594956","wikidata":"https://www.wikidata.org/wiki/Q1334829","display_name":"Wearable computer","level":2,"score":0.6473591923713684},{"id":"https://openalex.org/C104709138","wikidata":"https://www.wikidata.org/wiki/Q1671540","display_name":"Intraclass correlation","level":3,"score":0.5532733798027039},{"id":"https://openalex.org/C99508421","wikidata":"https://www.wikidata.org/wiki/Q2678675","display_name":"Physical medicine and rehabilitation","level":1,"score":0.5418951511383057},{"id":"https://openalex.org/C2778216619","wikidata":"https://www.wikidata.org/wiki/Q185706","display_name":"Wrist","level":2,"score":0.5196817517280579},{"id":"https://openalex.org/C89805583","wikidata":"https://www.wikidata.org/wiki/Q192940","display_name":"Accelerometer","level":2,"score":0.501439094543457},{"id":"https://openalex.org/C173906292","wikidata":"https://www.wikidata.org/wiki/Q1493441","display_name":"Gait analysis","level":3,"score":0.49849534034729004},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.433460533618927},{"id":"https://openalex.org/C9893847","wikidata":"https://www.wikidata.org/wiki/Q1425625","display_name":"Reproducibility","level":2,"score":0.37716221809387207},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.3431662917137146},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.17456400394439697},{"id":"https://openalex.org/C141071460","wikidata":"https://www.wikidata.org/wiki/Q40821","display_name":"Surgery","level":1,"score":0.11710217595100403},{"id":"https://openalex.org/C105795698","wikidata":"https://www.wikidata.org/wiki/Q12483","display_name":"Statistics","level":1,"score":0.09944763779640198},{"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/C149635348","wikidata":"https://www.wikidata.org/wiki/Q193040","display_name":"Embedded system","level":1,"score":0.0}],"mesh":[{"descriptor_ui":"D000076251","descriptor_name":"Wearable Electronic Devices","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D000076251","descriptor_name":"Wearable Electronic Devices","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D000076251","descriptor_name":"Wearable Electronic Devices","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D000077107","descriptor_name":"Gait Analysis","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D000077107","descriptor_name":"Gait Analysis","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D000077107","descriptor_name":"Gait Analysis","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D005684","descriptor_name":"Gait","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D005684","descriptor_name":"Gait","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D005684","descriptor_name":"Gait","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":"D010300","descriptor_name":"Parkinson Disease","qualifier_ui":"Q000175","qualifier_name":"diagnosis","is_major_topic":true},{"descriptor_ui":"D010300","descriptor_name":"Parkinson Disease","qualifier_ui":"Q000175","qualifier_name":"diagnosis","is_major_topic":true},{"descriptor_ui":"D010300","descriptor_name":"Parkinson Disease","qualifier_ui":"Q000175","qualifier_name":"diagnosis","is_major_topic":true},{"descriptor_ui":"D010865","descriptor_name":"Pilot Projects","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D010865","descriptor_name":"Pilot Projects","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D010865","descriptor_name":"Pilot Projects","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false}],"locations_count":8,"locations":[{"id":"doi:10.3390/s21248286","is_oa":true,"landing_page_url":"https://doi.org/10.3390/s21248286","pdf_url":"https://www.mdpi.com/1424-8220/21/24/8286/pdf?version=1639483441","source":{"id":"https://openalex.org/S101949793","display_name":"Sensors","issn_l":"1424-8220","issn":["1424-8220"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310310987","host_organization_name":"Multidisciplinary Digital Publishing Institute","host_organization_lineage":["https://openalex.org/P4310310987"],"host_organization_lineage_names":["Multidisciplinary Digital Publishing Institute"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Sensors","raw_type":"journal-article"},{"id":"pmid:34960379","is_oa":false,"landing_page_url":"https://pubmed.ncbi.nlm.nih.gov/34960379","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":"Sensors (Basel, Switzerland)","raw_type":null},{"id":"pmh:oai:research-information.bris.ac.uk:openaire_cris_publications/7dc2cd82-4adc-40ed-a9ea-8cd8ccf5ded1","is_oa":true,"landing_page_url":"https://research-information.bris.ac.uk/en/publications/7dc2cd82-4adc-40ed-a9ea-8cd8ccf5ded1","pdf_url":null,"source":{"id":"https://openalex.org/S4306400895","display_name":"Bristol Research (University of Bristol)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I36234482","host_organization_name":"University of Bristol","host_organization_lineage":["https://openalex.org/I36234482"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Peraza, L, Kinnunen, K, McNaney, R, Craddock, I J, Whone, A L, Morgan, C A M, Joules, R & Wolz, R 2021, 'An automatic gait analysis pipeline for wearable sensors: a pilot study in Parkinson\u2019s disease', Sensors, vol. 21, no. 24, pp. 8286. https://doi.org/10.3390/s21248286","raw_type":"info:eu-repo/semantics/publishedVersion"},{"id":"pmh:oai:monash.edu:publications/cfa689e8-1fbf-457f-9fe8-f3a45d8e0805","is_oa":true,"landing_page_url":"https://research.monash.edu/en/publications/cfa689e8-1fbf-457f-9fe8-f3a45d8e0805","pdf_url":null,"source":{"id":"https://openalex.org/S4306402625","display_name":"Monash University Research Portal (Monash University)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I56590836","host_organization_name":"Monash University","host_organization_lineage":["https://openalex.org/I56590836"],"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":"Peraza , L R , Kinnunen , K M , McNaney , R , Craddock , I J , Whone , A L , Morgan , C , Joules , R &amp; Wolz , R 2021 , ' An automatic gait analysis pipeline for wearable sensors : a pilot study in parkinson\u2019s disease ' , Sensors , vol. 21 , no. 24 , 8286 . https://doi.org/10.3390/s21248286","raw_type":"article"},{"id":"pmh:oai:doaj.org/article:9fd1b17c1b9e4a8ca2bd4bcedc30248a","is_oa":true,"landing_page_url":"https://doaj.org/article/9fd1b17c1b9e4a8ca2bd4bcedc30248a","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":"Sensors, Vol 21, Iss 24, p 8286 (2021)","raw_type":"article"},{"id":"pmh:oai:mdpi.com:/1424-8220/21/24/8286/","is_oa":true,"landing_page_url":"https://dx.doi.org/10.3390/s21248286","pdf_url":null,"source":{"id":"https://openalex.org/S4306400947","display_name":"MDPI (MDPI AG)","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I4210097602","host_organization_name":"Multidisciplinary Digital Publishing Institute (Switzerland)","host_organization_lineage":["https://openalex.org/I4210097602"],"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":"Sensors; Volume 21; Issue 24; Pages: 8286","raw_type":"Text"},{"id":"pmh:oai:pubmedcentral.nih.gov:8707484","is_oa":true,"landing_page_url":"https://www.ncbi.nlm.nih.gov/pmc/articles/8707484","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":"Sensors (Basel)","raw_type":"Text"},{"id":"pmh:oai:research-information.bris.ac.uk:publications/7dc2cd82-4adc-40ed-a9ea-8cd8ccf5ded1","is_oa":true,"landing_page_url":"https://hdl.handle.net/1983/7dc2cd82-4adc-40ed-a9ea-8cd8ccf5ded1","pdf_url":null,"source":{"id":"https://openalex.org/S4306400895","display_name":"Bristol Research (University of Bristol)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I36234482","host_organization_name":"University of Bristol","host_organization_lineage":["https://openalex.org/I36234482"],"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":"Peraza, L, Kinnunen, K, McNaney, R, Craddock, I J, Whone, A L, Morgan, C A M, Joules, R & Wolz, R 2021, 'An automatic gait analysis pipeline for wearable sensors: a pilot study in Parkinson\u2019s disease', Sensors, vol. 21, no. 24, pp. 8286. https://doi.org/10.3390/s21248286","raw_type":"info:eu-repo/semantics/publishedVersion"}],"best_oa_location":{"id":"doi:10.3390/s21248286","is_oa":true,"landing_page_url":"https://doi.org/10.3390/s21248286","pdf_url":"https://www.mdpi.com/1424-8220/21/24/8286/pdf?version=1639483441","source":{"id":"https://openalex.org/S101949793","display_name":"Sensors","issn_l":"1424-8220","issn":["1424-8220"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310310987","host_organization_name":"Multidisciplinary Digital Publishing Institute","host_organization_lineage":["https://openalex.org/P4310310987"],"host_organization_lineage_names":["Multidisciplinary Digital Publishing Institute"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Sensors","raw_type":"journal-article"},"sustainable_development_goals":[],"awards":[{"id":"https://openalex.org/G2848542247","display_name":null,"funder_award_id":"204813/Z/16/Z","funder_id":"https://openalex.org/F4320307874","funder_display_name":"Wellcome"},{"id":"https://openalex.org/G3230824518","display_name":null,"funder_award_id":"R101507-101","funder_id":"https://openalex.org/F4320329118","funder_display_name":"IXICO"},{"id":"https://openalex.org/G3243384131","display_name":null,"funder_award_id":"EP/ R005273/1","funder_id":"https://openalex.org/F4320334627","funder_display_name":"Engineering and Physical Sciences Research Council"},{"id":"https://openalex.org/G5815476940","display_name":null,"funder_award_id":"AW021","funder_id":"https://openalex.org/F4320315983","funder_display_name":"Cure Parkinson's Trust"},{"id":"https://openalex.org/G7396137307","display_name":null,"funder_award_id":"EP/R005273/1","funder_id":"https://openalex.org/F4320334627","funder_display_name":"Engineering and Physical Sciences Research Council"}],"funders":[{"id":"https://openalex.org/F4320307874","display_name":"Wellcome","ror":"https://ror.org/029chgv08"},{"id":"https://openalex.org/F4320315983","display_name":"Cure Parkinson's Trust","ror":null},{"id":"https://openalex.org/F4320329118","display_name":"IXICO","ror":"https://ror.org/00paezp73"},{"id":"https://openalex.org/F4320334627","display_name":"Engineering and Physical Sciences Research Council","ror":"https://ror.org/0439y7842"}],"has_content":{"pdf":true,"grobid_xml":true},"content_urls":{"pdf":"https://content.openalex.org/works/W4200259610.pdf","grobid_xml":"https://content.openalex.org/works/W4200259610.grobid-xml"},"referenced_works_count":48,"referenced_works":["https://openalex.org/W1565018760","https://openalex.org/W1604588183","https://openalex.org/W1851520833","https://openalex.org/W1901129140","https://openalex.org/W1978236727","https://openalex.org/W2035942308","https://openalex.org/W2066216522","https://openalex.org/W2067581867","https://openalex.org/W2067808244","https://openalex.org/W2098747554","https://openalex.org/W2114691160","https://openalex.org/W2120443380","https://openalex.org/W2132279149","https://openalex.org/W2149115530","https://openalex.org/W2150955821","https://openalex.org/W2163965192","https://openalex.org/W2181523240","https://openalex.org/W2191779130","https://openalex.org/W2327037637","https://openalex.org/W2349408014","https://openalex.org/W2507174161","https://openalex.org/W2530754091","https://openalex.org/W2566036777","https://openalex.org/W2584016859","https://openalex.org/W2607487825","https://openalex.org/W2883576155","https://openalex.org/W2901906577","https://openalex.org/W2953508068","https://openalex.org/W2987856095","https://openalex.org/W2989725486","https://openalex.org/W2999374509","https://openalex.org/W3003257820","https://openalex.org/W3003742377","https://openalex.org/W3006252679","https://openalex.org/W3080165374","https://openalex.org/W3087200254","https://openalex.org/W3091961298","https://openalex.org/W3099388394","https://openalex.org/W3103145119","https://openalex.org/W3108194417","https://openalex.org/W3123329750","https://openalex.org/W3124681663","https://openalex.org/W3134641921","https://openalex.org/W3136739919","https://openalex.org/W3193894556","https://openalex.org/W3199987179","https://openalex.org/W4205476713","https://openalex.org/W6771982476"],"related_works":["https://openalex.org/W2765080098","https://openalex.org/W2385749422","https://openalex.org/W2355290145","https://openalex.org/W2353465659","https://openalex.org/W4226182457","https://openalex.org/W2158764002","https://openalex.org/W1557333606","https://openalex.org/W2526786453","https://openalex.org/W3207189946","https://openalex.org/W4254068444"],"abstract_inverted_index":{"The":[0,19,80,245],"use":[1],"of":[2,8,22,111,290],"wearable":[3,291],"sensors":[4,127],"allows":[5],"continuous":[6],"recordings":[7],"physical":[9],"activity":[10],"from":[11,101,152],"participants":[12,113],"in":[13,211,287,298],"free-living":[14],"or":[15,78],"at-home":[16],"clinical":[17,38,299],"studies.":[18],"large":[20],"amount":[21],"data":[23,53,209],"collected":[24],"demands":[25],"automatic":[26,45],"analysis":[27,266],"pipelines":[28],"to":[29,138,154,271,274],"extract":[30,272],"gait":[31,56,81,88,141],"parameters":[32,205],"that":[33,49],"can":[34],"be":[35],"used":[36,86],"as":[37,92],"endpoints.":[39],"We":[40,98],"introduce":[41],"a":[42,66,102,107,135],"deep":[43],"learning-based":[44],"pipeline":[46,267],"for":[47,87,147,158,164,190,217,259],"wearables":[48],"processes":[50],"tri-axial":[51],"accelerometry":[52],"and":[54,62,96,120,132,167,174,187,194,206,220,232,235,242,278,295],"extracts":[55],"events-bout":[57],"segmentation,":[58],"initial":[59],"contact":[60,64],"(IC),":[61],"final":[63],"(FC)-from":[65],"single":[67],"sensor":[68,162,247],"located":[69],"at":[70,128],"either":[71],"the":[72,148,159,165,179,191,203,207,218,224,253,260,269,288],"lower":[73,160,256],"back":[74,161],"(near":[75],"L5),":[76],"shin":[77,166,195,221],"wrist.":[79],"events":[82,150],"detected":[83],"are":[84],"posteriorly":[85],"parameter":[89],"estimation,":[90],"such":[91],"step":[93],"time,":[94],"length,":[95],"symmetry.":[97],"report":[99],"results":[100],"leave-one-subject-out":[103],"(LOSO)":[104],"validation":[105],"on":[106,134],"pilot":[108],"study":[109],"dataset":[110],"five":[112],"clinically":[114],"diagnosed":[115],"with":[116],"Parkinson's":[117],"disease":[118],"(PD)":[119],"six":[121],"healthy":[122],"controls":[123],"(HC).":[124],"Participants":[125],"wore":[126],"three":[129],"body":[130],"locations":[131],"walked":[133],"pressure-sensing":[136],"walkway":[137],"obtain":[139],"reference":[140,208],"data.":[142],"Mean":[143],"absolute":[144],"errors":[145],"(MAE)":[146],"IC":[149],"ranged":[151],"22.82":[153],"33.09":[155],"milliseconds":[156],"(msecs)":[157],"while":[163],"wrist":[168,193,246],"sensors,":[169,196,222,292],"MAE":[170,182],"ranges":[171,183],"were":[172,184,255],"28.56-64.66":[173],"40.19-72.50":[175],"msecs,":[176],"respectively.":[177,197],"For":[178],"FC-event":[180],"detection,":[181],"29.06-48.42,":[185],"40.19-72.70":[186],"36.06-60.18":[188],"msecs":[189],"lumbar,":[192],"Intraclass":[198],"correlation":[199],"coefficients,":[200],"ICC(2,k),":[201],"between":[202],"estimated":[204],"resulted":[210],"good-to-excellent":[212],"agreement":[213],"(ICC":[214,228,238],"\u2265":[215],"0.84)":[216],"lumbar":[219,231,241],"excluding":[223],"double":[225],"support":[226,285],"time":[227,237],"=":[229,239],"0.37":[230],"0.38":[233],"shin)":[234],"swing":[236],"0.55":[240],"0.59":[243],"shin).":[244],"also":[248],"showed":[249],"good":[250],"agreements,":[251],"but":[252],"ICCs":[254],"overall":[257],"than":[258],"other":[261],"two":[262],"sensors.":[263],"Our":[264],"proposed":[265],"has":[268],"potential":[270],"up":[273],"100":[275],"gait-related":[276],"parameters,":[277],"we":[279],"expect":[280],"our":[281],"contribution":[282],"will":[283],"further":[284],"developments":[286],"fields":[289],"digital":[293],"health,":[294],"remote":[296],"monitoring":[297],"trials.":[300]},"counts_by_year":[{"year":2026,"cited_by_count":3},{"year":2025,"cited_by_count":7},{"year":2024,"cited_by_count":7},{"year":2023,"cited_by_count":8},{"year":2022,"cited_by_count":2},{"year":2021,"cited_by_count":1}],"updated_date":"2026-06-13T07:54:00.901334","created_date":"2025-10-10T00:00:00"}
