{"id":"https://openalex.org/W4414229571","doi":"https://doi.org/10.1109/access.2025.3610159","title":"Evaluation of Gait Disorders Using Accelerometric and Gyroscopic Data for Assessment of Neurological Diseases","display_name":"Evaluation of Gait Disorders Using Accelerometric and Gyroscopic Data for Assessment of Neurological Diseases","publication_year":2025,"publication_date":"2025-01-01","ids":{"openalex":"https://openalex.org/W4414229571","doi":"https://doi.org/10.1109/access.2025.3610159"},"language":"en","primary_location":{"id":"doi:10.1109/access.2025.3610159","is_oa":true,"landing_page_url":"https://doi.org/10.1109/access.2025.3610159","pdf_url":null,"source":{"id":"https://openalex.org/S2485537415","display_name":"IEEE Access","issn_l":"2169-3536","issn":["2169-3536"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Access","raw_type":"journal-article"},"type":"article","indexed_in":["crossref","doaj"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://doi.org/10.1109/access.2025.3610159","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5093911718","display_name":"David Maty\u00e1\u0161","orcid":"https://orcid.org/0000-0001-6278-8057"},"institutions":[{"id":"https://openalex.org/I21250087","display_name":"Charles University","ror":"https://ror.org/024d6js02","country_code":"CZ","type":"education","lineage":["https://openalex.org/I21250087"]}],"countries":["CZ"],"is_corresponding":true,"raw_author_name":"David Maty\u00e1\u0161","raw_affiliation_strings":["Department of Neurology, Faculty of Medicine in Hradec Kr&#x00E1;lov&#x00E9;, Charles University, Hradec Kr&#x00E1;lov&#x00E9;, Prague, Czech Republic","Department of Neurology, Faculty of Medicine in Hradec Kr&#x00E1;lov&#xE9;, Charles University in Prague, Hradec Kr&#x00E1;lov&#x00E9;, Czech Republic"],"raw_orcid":"https://orcid.org/0000-0001-6278-8057","affiliations":[{"raw_affiliation_string":"Department of Neurology, Faculty of Medicine in Hradec Kr&#x00E1;lov&#x00E9;, Charles University, Hradec Kr&#x00E1;lov&#x00E9;, Prague, Czech Republic","institution_ids":["https://openalex.org/I21250087"]},{"raw_affiliation_string":"Department of Neurology, Faculty of Medicine in Hradec Kr&#x00E1;lov&#xE9;, Charles University in Prague, Hradec Kr&#x00E1;lov&#x00E9;, Czech Republic","institution_ids":["https://openalex.org/I21250087"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5038548512","display_name":"Libu\u0161e Smetanov\u00e1","orcid":null},"institutions":[{"id":"https://openalex.org/I21250087","display_name":"Charles University","ror":"https://ror.org/024d6js02","country_code":"CZ","type":"education","lineage":["https://openalex.org/I21250087"]},{"id":"https://openalex.org/I2799978770","display_name":"X-Fab (Germany)","ror":"https://ror.org/030bh9196","country_code":"DE","type":"company","lineage":["https://openalex.org/I2799978770"]}],"countries":["CZ","DE"],"is_corresponding":false,"raw_author_name":"Libu\u0161e Smetanov\u00e1","raw_affiliation_strings":["Department of Rehabilitation, Faculty of Medicine in Hradec Kr&#x00E1;lov&#x00E9;, Charles University, Hradec Kr&#x00E1;lov&#x00E9;, Prague, Czech Republic","Department of Rehabilitation, Faculty of Medicine in Hradec Kr&#x00E1;lov&#xE9;, Charles University in Prague &#x0026; University Hospital Hradec Kr&#x00E1;lov&#x00E9;, Hradec Kr&#x00E1;lov&#x00E9;, Czech Republic"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Rehabilitation, Faculty of Medicine in Hradec Kr&#x00E1;lov&#x00E9;, Charles University, Hradec Kr&#x00E1;lov&#x00E9;, Prague, Czech Republic","institution_ids":["https://openalex.org/I21250087"]},{"raw_affiliation_string":"Department of Rehabilitation, Faculty of Medicine in Hradec Kr&#x00E1;lov&#xE9;, Charles University in Prague &#x0026; University Hospital Hradec Kr&#x00E1;lov&#x00E9;, Hradec Kr&#x00E1;lov&#x00E9;, Czech Republic","institution_ids":["https://openalex.org/I2799978770"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5072240908","display_name":"Old\u0159ich Vy\u0161ata","orcid":"https://orcid.org/0000-0003-3649-6688"},"institutions":[{"id":"https://openalex.org/I21250087","display_name":"Charles University","ror":"https://ror.org/024d6js02","country_code":"CZ","type":"education","lineage":["https://openalex.org/I21250087"]}],"countries":["CZ"],"is_corresponding":false,"raw_author_name":"Old\u0159ich Vy\u0161ata","raw_affiliation_strings":["Department of Neurology, Faculty of Medicine in Hradec Kr&#x00E1;lov&#x00E9;, Charles University, Hradec Kr&#x00E1;lov&#x00E9;, Prague, Czech Republic","Department of Neurology, Faculty of Medicine in Hradec Kr&#x00E1;lov&#xE9;, Charles University in Prague, Hradec Kr&#x00E1;lov&#x00E9;, Czech Republic"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Neurology, Faculty of Medicine in Hradec Kr&#x00E1;lov&#x00E9;, Charles University, Hradec Kr&#x00E1;lov&#x00E9;, Prague, Czech Republic","institution_ids":["https://openalex.org/I21250087"]},{"raw_affiliation_string":"Department of Neurology, Faculty of Medicine in Hradec Kr&#x00E1;lov&#xE9;, Charles University in Prague, Hradec Kr&#x00E1;lov&#x00E9;, Czech Republic","institution_ids":["https://openalex.org/I21250087"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5118995773","display_name":"Tereza Tumov\u00e1","orcid":null},"institutions":[{"id":"https://openalex.org/I9073902","display_name":"University of Chemistry and Technology, Prague","ror":"https://ror.org/05ggn0a85","country_code":"CZ","type":"education","lineage":["https://openalex.org/I9073902"]}],"countries":["CZ"],"is_corresponding":false,"raw_author_name":"Tereza Tumov\u00e1","raw_affiliation_strings":["Department of Mathematics, Informatics and Cybernetics, University of Chemistry and Technology at Prague, Prague, Czech Republic","Department of Mathematics, Informatics and Cybernetics, University of Chemistry and Technology in Prague, Prague, Czech Republic"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Mathematics, Informatics and Cybernetics, University of Chemistry and Technology at Prague, Prague, Czech Republic","institution_ids":["https://openalex.org/I9073902"]},{"raw_affiliation_string":"Department of Mathematics, Informatics and Cybernetics, University of Chemistry and Technology in Prague, Prague, Czech Republic","institution_ids":["https://openalex.org/I9073902"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5083872291","display_name":"Lucie Gonsor\u010d\u00edkov\u00e1","orcid":"https://orcid.org/0009-0009-4369-4130"},"institutions":[{"id":"https://openalex.org/I21250087","display_name":"Charles University","ror":"https://ror.org/024d6js02","country_code":"CZ","type":"education","lineage":["https://openalex.org/I21250087"]},{"id":"https://openalex.org/I4210144209","display_name":"Thomayer University Hospital","ror":"https://ror.org/04hyq8434","country_code":"CZ","type":"healthcare","lineage":["https://openalex.org/I4210144209"]}],"countries":["CZ"],"is_corresponding":false,"raw_author_name":"Lucie Gonsor\u010d\u00edkov\u00e1","raw_affiliation_strings":["Department of Pediatrics, 1st Faculty of Medicine, Charles University in Prague, Prague, Czech Republic","Department of Pediatrics, 1st Faculty of Medicine and Thomayer University Hospital, Charles University in Prague, Prague, Czech Republic"],"raw_orcid":"https://orcid.org/0009-0009-4369-4130","affiliations":[{"raw_affiliation_string":"Department of Pediatrics, 1st Faculty of Medicine, Charles University in Prague, Prague, Czech Republic","institution_ids":["https://openalex.org/I21250087"]},{"raw_affiliation_string":"Department of Pediatrics, 1st Faculty of Medicine and Thomayer University Hospital, Charles University in Prague, Prague, Czech Republic","institution_ids":["https://openalex.org/I21250087","https://openalex.org/I4210144209"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5028701085","display_name":"Hana Charv\u00e1tov\u00e1","orcid":"https://orcid.org/0000-0001-7363-976X"},"institutions":[{"id":"https://openalex.org/I165737746","display_name":"Tomas Bata University in Zl\u00edn","ror":"https://ror.org/04nayfw11","country_code":"CZ","type":"education","lineage":["https://openalex.org/I165737746"]}],"countries":["CZ"],"is_corresponding":false,"raw_author_name":"Hana Charv\u00e1tov\u00e1","raw_affiliation_strings":["Faculty of Applied Informatics, Tomas Bata University in Zl&#x00ED;n, Zl&#x00ED;n, Czech Republic"],"raw_orcid":"https://orcid.org/0000-0001-7363-976X","affiliations":[{"raw_affiliation_string":"Faculty of Applied Informatics, Tomas Bata University in Zl&#x00ED;n, Zl&#x00ED;n, Czech Republic","institution_ids":["https://openalex.org/I165737746"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5043837835","display_name":"Ale\u0161 Proch\u00e1zka","orcid":"https://orcid.org/0000-0002-0270-1738"},"institutions":[{"id":"https://openalex.org/I9073902","display_name":"University of Chemistry and Technology, Prague","ror":"https://ror.org/05ggn0a85","country_code":"CZ","type":"education","lineage":["https://openalex.org/I9073902"]}],"countries":["CZ"],"is_corresponding":false,"raw_author_name":"Ale\u0161 Proch\u00e1zka","raw_affiliation_strings":["Department of Mathematics, Informatics and Cybernetics, University of Chemistry and Technology at Prague, Prague, Czech Republic","Department of Mathematics, Informatics and Cybernetics, University of Chemistry and Technology in Prague, Prague, Czech Republic"],"raw_orcid":"https://orcid.org/0000-0002-0270-1738","affiliations":[{"raw_affiliation_string":"Department of Mathematics, Informatics and Cybernetics, University of Chemistry and Technology at Prague, Prague, Czech Republic","institution_ids":["https://openalex.org/I9073902"]},{"raw_affiliation_string":"Department of Mathematics, Informatics and Cybernetics, University of Chemistry and Technology in Prague, Prague, Czech Republic","institution_ids":["https://openalex.org/I9073902"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":7,"corresponding_author_ids":["https://openalex.org/A5093911718"],"corresponding_institution_ids":["https://openalex.org/I21250087"],"apc_list":{"value":1850,"currency":"USD","value_usd":1850},"apc_paid":{"value":1850,"currency":"USD","value_usd":1850},"fwci":1.2017,"has_fulltext":false,"cited_by_count":1,"citation_normalized_percentile":{"value":0.82414969,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":96,"max":98},"biblio":{"volume":"13","issue":null,"first_page":"163134","last_page":"163142"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10977","display_name":"Optical Imaging and Spectroscopy Techniques","score":0.978600025177002,"subfield":{"id":"https://openalex.org/subfields/2741","display_name":"Radiology, Nuclear Medicine and Imaging"},"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/T10977","display_name":"Optical Imaging and Spectroscopy Techniques","score":0.978600025177002,"subfield":{"id":"https://openalex.org/subfields/2741","display_name":"Radiology, Nuclear Medicine and Imaging"},"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/T11196","display_name":"Non-Invasive Vital Sign Monitoring","score":0.9692000150680542,"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":0.95660001039505,"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":0.6057999730110168},{"id":"https://openalex.org/keywords/wavelet","display_name":"Wavelet","score":0.5430999994277954},{"id":"https://openalex.org/keywords/accelerometer","display_name":"Accelerometer","score":0.5184999704360962},{"id":"https://openalex.org/keywords/gait-analysis","display_name":"Gait analysis","score":0.5174999833106995},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.492900013923645},{"id":"https://openalex.org/keywords/frequency-domain","display_name":"Frequency domain","score":0.48249998688697815},{"id":"https://openalex.org/keywords/signal","display_name":"SIGNAL (programming language)","score":0.45339998602867126},{"id":"https://openalex.org/keywords/signal-processing","display_name":"Signal processing","score":0.44670000672340393},{"id":"https://openalex.org/keywords/time\u2013frequency-analysis","display_name":"Time\u2013frequency analysis","score":0.4442000091075897}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6413000226020813},{"id":"https://openalex.org/C151800584","wikidata":"https://www.wikidata.org/wiki/Q2370000","display_name":"Gait","level":2,"score":0.6057999730110168},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.5992000102996826},{"id":"https://openalex.org/C47432892","wikidata":"https://www.wikidata.org/wiki/Q831390","display_name":"Wavelet","level":2,"score":0.5430999994277954},{"id":"https://openalex.org/C89805583","wikidata":"https://www.wikidata.org/wiki/Q192940","display_name":"Accelerometer","level":2,"score":0.5184999704360962},{"id":"https://openalex.org/C173906292","wikidata":"https://www.wikidata.org/wiki/Q1493441","display_name":"Gait analysis","level":3,"score":0.5174999833106995},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.492900013923645},{"id":"https://openalex.org/C19118579","wikidata":"https://www.wikidata.org/wiki/Q786423","display_name":"Frequency domain","level":2,"score":0.48249998688697815},{"id":"https://openalex.org/C2779843651","wikidata":"https://www.wikidata.org/wiki/Q7390335","display_name":"SIGNAL (programming language)","level":2,"score":0.45339998602867126},{"id":"https://openalex.org/C104267543","wikidata":"https://www.wikidata.org/wiki/Q208163","display_name":"Signal processing","level":3,"score":0.44670000672340393},{"id":"https://openalex.org/C142433447","wikidata":"https://www.wikidata.org/wiki/Q7806653","display_name":"Time\u2013frequency analysis","level":3,"score":0.4442000091075897},{"id":"https://openalex.org/C99498987","wikidata":"https://www.wikidata.org/wiki/Q2210247","display_name":"Noise (video)","level":3,"score":0.4341000020503998},{"id":"https://openalex.org/C104114177","wikidata":"https://www.wikidata.org/wiki/Q79782","display_name":"Motion (physics)","level":2,"score":0.4205999970436096},{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.4124999940395355},{"id":"https://openalex.org/C196216189","wikidata":"https://www.wikidata.org/wiki/Q2867","display_name":"Wavelet transform","level":3,"score":0.38280001282691956},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.3727000057697296},{"id":"https://openalex.org/C103824480","wikidata":"https://www.wikidata.org/wiki/Q185889","display_name":"Time domain","level":2,"score":0.3418000042438507},{"id":"https://openalex.org/C158488048","wikidata":"https://www.wikidata.org/wiki/Q483400","display_name":"Gyroscope","level":2,"score":0.3278000056743622},{"id":"https://openalex.org/C2778116611","wikidata":"https://www.wikidata.org/wiki/Q25110567","display_name":"Frequency band","level":3,"score":0.3246000111103058},{"id":"https://openalex.org/C2777036941","wikidata":"https://www.wikidata.org/wiki/Q6917771","display_name":"Motion analysis","level":2,"score":0.3183000087738037},{"id":"https://openalex.org/C52622490","wikidata":"https://www.wikidata.org/wiki/Q1026626","display_name":"Feature extraction","level":2,"score":0.3050000071525574},{"id":"https://openalex.org/C69738355","wikidata":"https://www.wikidata.org/wiki/Q1228929","display_name":"Linear discriminant analysis","level":2,"score":0.29409998655319214},{"id":"https://openalex.org/C186370098","wikidata":"https://www.wikidata.org/wiki/Q442787","display_name":"Energy (signal processing)","level":2,"score":0.29159998893737793},{"id":"https://openalex.org/C48007421","wikidata":"https://www.wikidata.org/wiki/Q676252","display_name":"Motion capture","level":3,"score":0.2750999927520752},{"id":"https://openalex.org/C163985040","wikidata":"https://www.wikidata.org/wiki/Q1172399","display_name":"Data acquisition","level":2,"score":0.2720000147819519},{"id":"https://openalex.org/C28490314","wikidata":"https://www.wikidata.org/wiki/Q189436","display_name":"Speech recognition","level":1,"score":0.26409998536109924},{"id":"https://openalex.org/C152478114","wikidata":"https://www.wikidata.org/wiki/Q660910","display_name":"Neurophysiology","level":2,"score":0.2632000148296356},{"id":"https://openalex.org/C84462506","wikidata":"https://www.wikidata.org/wiki/Q173142","display_name":"Digital signal processing","level":2,"score":0.26249998807907104},{"id":"https://openalex.org/C13944312","wikidata":"https://www.wikidata.org/wiki/Q7512748","display_name":"Signal-to-noise ratio (imaging)","level":2,"score":0.250900000333786}],"mesh":[],"locations_count":3,"locations":[{"id":"doi:10.1109/access.2025.3610159","is_oa":true,"landing_page_url":"https://doi.org/10.1109/access.2025.3610159","pdf_url":null,"source":{"id":"https://openalex.org/S2485537415","display_name":"IEEE Access","issn_l":"2169-3536","issn":["2169-3536"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Access","raw_type":"journal-article"},{"id":"pmh:oai:doaj.org/article:5882f4181fe34e61a4f95dae3abcd9ee","is_oa":true,"landing_page_url":"https://doaj.org/article/5882f4181fe34e61a4f95dae3abcd9ee","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":"IEEE Access, Vol 13, Pp 163134-163142 (2025)","raw_type":"article"},{"id":"pmh:oai:publikace.k.utb.cz:10563/1012690","is_oa":true,"landing_page_url":"http://publikace.k.utb.cz/handle/10563/1012690","pdf_url":null,"source":{"id":"https://openalex.org/S4306400350","display_name":"Repository of TBU publications (Univerzita Tomase Bati ze Zline)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I165737746","host_organization_name":"Tomas Bata University in Zl\u00edn","host_organization_lineage":["https://openalex.org/I165737746"],"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":"IEEE Access","raw_type":"article"}],"best_oa_location":{"id":"doi:10.1109/access.2025.3610159","is_oa":true,"landing_page_url":"https://doi.org/10.1109/access.2025.3610159","pdf_url":null,"source":{"id":"https://openalex.org/S2485537415","display_name":"IEEE Access","issn_l":"2169-3536","issn":["2169-3536"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Access","raw_type":"journal-article"},"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":47,"referenced_works":["https://openalex.org/W1762747908","https://openalex.org/W1997035338","https://openalex.org/W2464831560","https://openalex.org/W2789525912","https://openalex.org/W2792210923","https://openalex.org/W2792352835","https://openalex.org/W2895226216","https://openalex.org/W2896710418","https://openalex.org/W2912689631","https://openalex.org/W2998744670","https://openalex.org/W3036760818","https://openalex.org/W3037390350","https://openalex.org/W3042288078","https://openalex.org/W3130322427","https://openalex.org/W3158006516","https://openalex.org/W3174752903","https://openalex.org/W4200157166","https://openalex.org/W4210446484","https://openalex.org/W4210709732","https://openalex.org/W4294862487","https://openalex.org/W4296746238","https://openalex.org/W4301182815","https://openalex.org/W4313527015","https://openalex.org/W4321596496","https://openalex.org/W4360815122","https://openalex.org/W4386518141","https://openalex.org/W4386547008","https://openalex.org/W4386813189","https://openalex.org/W4388508490","https://openalex.org/W4388534647","https://openalex.org/W4389100709","https://openalex.org/W4391576702","https://openalex.org/W4392292154","https://openalex.org/W4393409095","https://openalex.org/W4399807798","https://openalex.org/W4400041822","https://openalex.org/W4402187067","https://openalex.org/W4402763901","https://openalex.org/W4402788279","https://openalex.org/W4404527913","https://openalex.org/W4404733398","https://openalex.org/W4405627153","https://openalex.org/W4406016529","https://openalex.org/W4407974433","https://openalex.org/W4408660741","https://openalex.org/W4410960387","https://openalex.org/W4413181734"],"related_works":[],"abstract_inverted_index":{"Computational":[0],"intelligence":[1,188],"and":[2,14,30,44,59,73,79,97,108,119,135,149,179,186,198],"digital":[3,74,183],"signal":[4,84,102,184],"processing":[5],"are":[6],"essential":[7],"mathematical":[8],"tools":[9],"widely":[10],"applied":[11],"in":[12,27,115,166,190],"biomedical":[13],"engineering":[15],"domains.":[16],"Gait":[17,104],"symmetry":[18],"analysis":[19,40,72],"is":[20,88],"particularly":[21],"important":[22],"for":[23,38],"detecting":[24],"motion":[25,39],"disorders":[26],"neurology,":[28],"rehabilitation,":[29],"sports":[31],"science.":[32],"This":[33],"study":[34],"presents":[35],"a":[36,130,136],"methodology":[37],"using":[41,94,141],"time-synchronized":[42],"accelerometric":[43],"gyrometric":[45],"sensors":[46,144],"to":[47,76],"capture":[48],"dynamic":[49],"gait":[50,65],"patterns.":[51],"Data":[52],"were":[53],"collected":[54],"from":[55,143],"14":[56],"healthy":[57],"controls":[58],"17":[60],"individuals":[61],"with":[62,129,162],"Parkinson\u2019s":[63,196],"disease-related":[64],"impairments.":[66],"The":[67],"proposed":[68],"approach":[69],"integrates":[70],"spectral":[71],"filtering":[75],"remove":[77],"noise":[78],"irrelevant":[80],"frequency":[81,117,178],"components":[82,114],"during":[83],"preprocessing.":[85],"Motion":[86,155],"classification":[87],"performed":[89],"by":[90,158],"analyzing":[91],"energy":[92,113],"distribution":[93],"discrete":[95],"Fourier":[96],"wavelet":[98],"transforms,":[99],"enabling":[100],"multilevel":[101],"decomposition.":[103],"recognition\u2014distinguishing":[105],"between":[106],"normal":[107],"abnormal":[109],"patterns\u2014is":[110],"based":[111],"on":[112,146],"selected":[116],"bands":[118],"their":[120],"ratios.":[121],"Neural":[122],"network":[123],"classifiers":[124],"achieved":[125],"the":[126,147,153,159,175,192],"highest":[127],"performance,":[128],"mean":[131],"accuracy":[132],"of":[133,139,152,164,168,171,177,195],"81.1%":[134],"cross-validation":[137],"error":[138],"0.123,":[140],"data":[142],"placed":[145],"left":[148],"right":[150],"sides":[151],"body.":[154],"asymmetry":[156],"detected":[157],"model":[160],"agreed":[161],"assessments":[163],"neurologists":[165],"88%":[167],"cases.":[169],"Results":[170],"this":[172],"validation":[173],"highlight":[174],"potential":[176],"scale":[180],"domain":[181],"analysis,":[182],"processing,":[185],"artificial":[187],"use":[189],"supporting":[191],"clinical":[193],"diagnosis":[194],"disease":[197],"further":[199],"neurological":[200],"disorders.":[201]},"counts_by_year":[{"year":2026,"cited_by_count":1}],"updated_date":"2026-05-06T08:25:59.206177","created_date":"2025-10-10T00:00:00"}
