{"id":"https://openalex.org/W2970986844","doi":"https://doi.org/10.1109/jbhi.2019.2937574","title":"Technical Validation of an Automated Mobile Gait Analysis System for Hereditary Spastic Paraplegia Patients","display_name":"Technical Validation of an Automated Mobile Gait Analysis System for Hereditary Spastic Paraplegia Patients","publication_year":2019,"publication_date":"2019-08-26","ids":{"openalex":"https://openalex.org/W2970986844","doi":"https://doi.org/10.1109/jbhi.2019.2937574","mag":"2970986844","pmid":"https://pubmed.ncbi.nlm.nih.gov/31449035"},"language":"en","primary_location":{"id":"doi:10.1109/jbhi.2019.2937574","is_oa":false,"landing_page_url":"https://doi.org/10.1109/jbhi.2019.2937574","pdf_url":null,"source":{"id":"https://openalex.org/S2495854775","display_name":"IEEE Journal of Biomedical and Health Informatics","issn_l":"2168-2194","issn":["2168-2194","2168-2208"],"is_oa":false,"is_in_doaj":false,"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":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Journal of Biomedical and Health Informatics","raw_type":"journal-article"},"type":"article","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/A5073414196","display_name":"Christine F. Martindale","orcid":"https://orcid.org/0000-0002-9397-5944"},"institutions":[{"id":"https://openalex.org/I181369854","display_name":"Friedrich-Alexander-Universit\u00e4t Erlangen-N\u00fcrnberg","ror":"https://ror.org/00f7hpc57","country_code":"DE","type":"education","lineage":["https://openalex.org/I181369854"]}],"countries":["DE"],"is_corresponding":true,"raw_author_name":"Christine F. Martindale","raw_affiliation_strings":["Machine Learning and Data Analytics Lab, Friedrich-Alexander-University Erlangen-N\u00fcrnberg (FAU), Erlangen, Germany"],"raw_orcid":"https://orcid.org/0000-0002-9397-5944","affiliations":[{"raw_affiliation_string":"Machine Learning and Data Analytics Lab, Friedrich-Alexander-University Erlangen-N\u00fcrnberg (FAU), Erlangen, Germany","institution_ids":["https://openalex.org/I181369854"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5076484521","display_name":"Nils Roth","orcid":"https://orcid.org/0000-0002-9166-3920"},"institutions":[{"id":"https://openalex.org/I181369854","display_name":"Friedrich-Alexander-Universit\u00e4t Erlangen-N\u00fcrnberg","ror":"https://ror.org/00f7hpc57","country_code":"DE","type":"education","lineage":["https://openalex.org/I181369854"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Nils Roth","raw_affiliation_strings":["Machine Learning and Data Analytics Lab, Friedrich-Alexander-University Erlangen-N\u00fcrnberg (FAU), Erlangen, Germany"],"raw_orcid":"https://orcid.org/0000-0002-9166-3920","affiliations":[{"raw_affiliation_string":"Machine Learning and Data Analytics Lab, Friedrich-Alexander-University Erlangen-N\u00fcrnberg (FAU), Erlangen, Germany","institution_ids":["https://openalex.org/I181369854"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5088917453","display_name":"Heiko Ga\u00dfner","orcid":"https://orcid.org/0000-0003-2037-9460"},"institutions":[{"id":"https://openalex.org/I4210088053","display_name":"Universit\u00e4tsklinikum Erlangen","ror":"https://ror.org/0030f2a11","country_code":"DE","type":"healthcare","lineage":["https://openalex.org/I4210088053"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Heiko Gassner","raw_affiliation_strings":["University Hospital Erlangen, Erlangen, Germany"],"raw_orcid":"https://orcid.org/0000-0003-2037-9460","affiliations":[{"raw_affiliation_string":"University Hospital Erlangen, Erlangen, Germany","institution_ids":["https://openalex.org/I4210088053"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5083855265","display_name":"Julia List","orcid":"https://orcid.org/0000-0002-3237-4467"},"institutions":[{"id":"https://openalex.org/I4210088053","display_name":"Universit\u00e4tsklinikum Erlangen","ror":"https://ror.org/0030f2a11","country_code":"DE","type":"healthcare","lineage":["https://openalex.org/I4210088053"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Julia List","raw_affiliation_strings":["University Hospital Erlangen, Erlangen, Germany"],"raw_orcid":"https://orcid.org/0000-0002-3237-4467","affiliations":[{"raw_affiliation_string":"University Hospital Erlangen, Erlangen, Germany","institution_ids":["https://openalex.org/I4210088053"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5084621326","display_name":"Martin Regensburger","orcid":"https://orcid.org/0000-0002-2172-7386"},"institutions":[{"id":"https://openalex.org/I4210088053","display_name":"Universit\u00e4tsklinikum Erlangen","ror":"https://ror.org/0030f2a11","country_code":"DE","type":"healthcare","lineage":["https://openalex.org/I4210088053"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Martin Regensburger","raw_affiliation_strings":["University Hospital Erlangen, Erlangen, Germany"],"raw_orcid":"https://orcid.org/0000-0002-2172-7386","affiliations":[{"raw_affiliation_string":"University Hospital Erlangen, Erlangen, Germany","institution_ids":["https://openalex.org/I4210088053"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5014144494","display_name":"Bjoern M. Eskofier","orcid":"https://orcid.org/0000-0002-0417-0336"},"institutions":[{"id":"https://openalex.org/I181369854","display_name":"Friedrich-Alexander-Universit\u00e4t Erlangen-N\u00fcrnberg","ror":"https://ror.org/00f7hpc57","country_code":"DE","type":"education","lineage":["https://openalex.org/I181369854"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Bjoern M. Eskofier","raw_affiliation_strings":["Machine Learning and Data Analytics Lab, Friedrich-Alexander-University Erlangen-N\u00fcrnberg (FAU), Erlangen, Germany"],"raw_orcid":"https://orcid.org/0000-0002-0417-0336","affiliations":[{"raw_affiliation_string":"Machine Learning and Data Analytics Lab, Friedrich-Alexander-University Erlangen-N\u00fcrnberg (FAU), Erlangen, Germany","institution_ids":["https://openalex.org/I181369854"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5062971675","display_name":"Zacharias Kohl","orcid":"https://orcid.org/0000-0002-4147-8866"},"institutions":[{"id":"https://openalex.org/I4210088053","display_name":"Universit\u00e4tsklinikum Erlangen","ror":"https://ror.org/0030f2a11","country_code":"DE","type":"healthcare","lineage":["https://openalex.org/I4210088053"]},{"id":"https://openalex.org/I60668342","display_name":"University of Regensburg","ror":"https://ror.org/01eezs655","country_code":"DE","type":"education","lineage":["https://openalex.org/I60668342"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Zacharias Kohl","raw_affiliation_strings":["University Hospital Erlangen, Erlangen, Germany","University Regensburg, Regensburg, Germany"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University Hospital Erlangen, Erlangen, Germany","institution_ids":["https://openalex.org/I4210088053"]},{"raw_affiliation_string":"University Regensburg, Regensburg, Germany","institution_ids":["https://openalex.org/I60668342"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":7,"corresponding_author_ids":["https://openalex.org/A5073414196"],"corresponding_institution_ids":["https://openalex.org/I181369854"],"apc_list":null,"apc_paid":null,"fwci":0.8735,"has_fulltext":false,"cited_by_count":20,"citation_normalized_percentile":{"value":0.68833376,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":98},"biblio":{"volume":"24","issue":"5","first_page":"1490","last_page":"1499"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T12331","display_name":"Hereditary Neurological Disorders","score":0.9995999932289124,"subfield":{"id":"https://openalex.org/subfields/2804","display_name":"Cellular and Molecular Neuroscience"},"field":{"id":"https://openalex.org/fields/28","display_name":"Neuroscience"},"domain":{"id":"https://openalex.org/domains/1","display_name":"Life Sciences"}},"topics":[{"id":"https://openalex.org/T12331","display_name":"Hereditary Neurological Disorders","score":0.9995999932289124,"subfield":{"id":"https://openalex.org/subfields/2804","display_name":"Cellular and Molecular 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/T12400","display_name":"Neurogenetic and Muscular Disorders Research","score":0.9991999864578247,"subfield":{"id":"https://openalex.org/subfields/2716","display_name":"Genetics"},"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":0.9980999827384949,"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/hereditary-spastic-paraplegia","display_name":"Hereditary spastic paraplegia","score":0.7306619882583618},{"id":"https://openalex.org/keywords/gait-analysis","display_name":"Gait analysis","score":0.6602627038955688},{"id":"https://openalex.org/keywords/paraplegia","display_name":"Paraplegia","score":0.569852888584137},{"id":"https://openalex.org/keywords/physical-medicine-and-rehabilitation","display_name":"Physical medicine and rehabilitation","score":0.5646803975105286},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.5365699529647827},{"id":"https://openalex.org/keywords/gait","display_name":"Gait","score":0.475675493478775},{"id":"https://openalex.org/keywords/medicine","display_name":"Medicine","score":0.37229123711586},{"id":"https://openalex.org/keywords/spinal-cord","display_name":"Spinal cord","score":0.1301741600036621}],"concepts":[{"id":"https://openalex.org/C2780395223","wikidata":"https://www.wikidata.org/wiki/Q657516","display_name":"Hereditary spastic paraplegia","level":4,"score":0.7306619882583618},{"id":"https://openalex.org/C173906292","wikidata":"https://www.wikidata.org/wiki/Q1493441","display_name":"Gait analysis","level":3,"score":0.6602627038955688},{"id":"https://openalex.org/C2777597760","wikidata":"https://www.wikidata.org/wiki/Q1049655","display_name":"Paraplegia","level":3,"score":0.569852888584137},{"id":"https://openalex.org/C99508421","wikidata":"https://www.wikidata.org/wiki/Q2678675","display_name":"Physical medicine and rehabilitation","level":1,"score":0.5646803975105286},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5365699529647827},{"id":"https://openalex.org/C151800584","wikidata":"https://www.wikidata.org/wiki/Q2370000","display_name":"Gait","level":2,"score":0.475675493478775},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.37229123711586},{"id":"https://openalex.org/C2780775167","wikidata":"https://www.wikidata.org/wiki/Q9606","display_name":"Spinal cord","level":2,"score":0.1301741600036621},{"id":"https://openalex.org/C104317684","wikidata":"https://www.wikidata.org/wiki/Q7187","display_name":"Gene","level":2,"score":0.0},{"id":"https://openalex.org/C185592680","wikidata":"https://www.wikidata.org/wiki/Q2329","display_name":"Chemistry","level":0,"score":0.0},{"id":"https://openalex.org/C127716648","wikidata":"https://www.wikidata.org/wiki/Q104053","display_name":"Phenotype","level":3,"score":0.0},{"id":"https://openalex.org/C55493867","wikidata":"https://www.wikidata.org/wiki/Q7094","display_name":"Biochemistry","level":1,"score":0.0},{"id":"https://openalex.org/C118552586","wikidata":"https://www.wikidata.org/wiki/Q7867","display_name":"Psychiatry","level":1,"score":0.0}],"mesh":[{"descriptor_ui":"D000069553","descriptor_name":"Supervised Machine Learning","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D000069553","descriptor_name":"Supervised Machine Learning","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D000069553","descriptor_name":"Supervised Machine Learning","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D000077107","descriptor_name":"Gait Analysis","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":false},{"descriptor_ui":"D000077107","descriptor_name":"Gait Analysis","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":false},{"descriptor_ui":"D000077107","descriptor_name":"Gait Analysis","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":false},{"descriptor_ui":"D000328","descriptor_name":"Adult","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D000328","descriptor_name":"Adult","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D000328","descriptor_name":"Adult","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D000465","descriptor_name":"Algorithms","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D000465","descriptor_name":"Algorithms","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D000465","descriptor_name":"Algorithms","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D005260","descriptor_name":"Female","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D005260","descriptor_name":"Female","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D005260","descriptor_name":"Female","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D005684","descriptor_name":"Gait","qualifier_ui":"Q000502","qualifier_name":"physiology","is_major_topic":false},{"descriptor_ui":"D005684","descriptor_name":"Gait","qualifier_ui":"Q000502","qualifier_name":"physiology","is_major_topic":false},{"descriptor_ui":"D005684","descriptor_name":"Gait","qualifier_ui":"Q000502","qualifier_name":"physiology","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":"D008297","descriptor_name":"Male","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D008297","descriptor_name":"Male","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D008297","descriptor_name":"Male","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D008390","descriptor_name":"Markov Chains","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D008390","descriptor_name":"Markov Chains","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D008390","descriptor_name":"Markov Chains","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D008875","descriptor_name":"Middle Aged","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D008875","descriptor_name":"Middle Aged","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D008875","descriptor_name":"Middle Aged","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D012815","descriptor_name":"Signal Processing, Computer-Assisted","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D012815","descriptor_name":"Signal Processing, Computer-Assisted","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D012815","descriptor_name":"Signal Processing, Computer-Assisted","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"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":"D015419","descriptor_name":"Spastic Paraplegia, Hereditary","qualifier_ui":"Q000175","qualifier_name":"diagnosis","is_major_topic":true},{"descriptor_ui":"D015419","descriptor_name":"Spastic Paraplegia, Hereditary","qualifier_ui":"Q000175","qualifier_name":"diagnosis","is_major_topic":true},{"descriptor_ui":"D015419","descriptor_name":"Spastic Paraplegia, Hereditary","qualifier_ui":"Q000175","qualifier_name":"diagnosis","is_major_topic":true},{"descriptor_ui":"D015419","descriptor_name":"Spastic Paraplegia, Hereditary","qualifier_ui":"Q000503","qualifier_name":"physiopathology","is_major_topic":true},{"descriptor_ui":"D015419","descriptor_name":"Spastic Paraplegia, Hereditary","qualifier_ui":"Q000503","qualifier_name":"physiopathology","is_major_topic":true},{"descriptor_ui":"D015419","descriptor_name":"Spastic Paraplegia, Hereditary","qualifier_ui":"Q000503","qualifier_name":"physiopathology","is_major_topic":true}],"locations_count":3,"locations":[{"id":"doi:10.1109/jbhi.2019.2937574","is_oa":false,"landing_page_url":"https://doi.org/10.1109/jbhi.2019.2937574","pdf_url":null,"source":{"id":"https://openalex.org/S2495854775","display_name":"IEEE Journal of Biomedical and Health Informatics","issn_l":"2168-2194","issn":["2168-2194","2168-2208"],"is_oa":false,"is_in_doaj":false,"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":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Journal of Biomedical and Health Informatics","raw_type":"journal-article"},{"id":"pmid:31449035","is_oa":false,"landing_page_url":"https://pubmed.ncbi.nlm.nih.gov/31449035","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":"IEEE journal of biomedical and health informatics","raw_type":null},{"id":"pmh:oai:epub.uni-regensburg.de:50054","is_oa":false,"landing_page_url":"https://epub.uni-regensburg.de/50054/","pdf_url":null,"source":{"id":"https://openalex.org/S4306401229","display_name":"University of Regensburg Publication Server (University of Regensburg)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I60668342","host_organization_name":"University of Regensburg","host_organization_lineage":["https://openalex.org/I60668342"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":"info:eu-repo/semantics/article"}],"best_oa_location":null,"sustainable_development_goals":[{"display_name":"Good health and well-being","score":0.4000000059604645,"id":"https://metadata.un.org/sdg/3"}],"awards":[{"id":"https://openalex.org/G7781430393","display_name":null,"funder_award_id":"ES 434/8-1","funder_id":"https://openalex.org/F4320320879","funder_display_name":"Deutsche Forschungsgemeinschaft"}],"funders":[{"id":"https://openalex.org/F4320314178","display_name":"European Federation of Pharmaceutical Industries and Associations","ror":"https://ror.org/00g1x4v36"},{"id":"https://openalex.org/F4320320300","display_name":"European Commission","ror":"https://ror.org/00k4n6c32"},{"id":"https://openalex.org/F4320320879","display_name":"Deutsche Forschungsgemeinschaft","ror":"https://ror.org/018mejw64"},{"id":"https://openalex.org/F4320326631","display_name":"Innovative Medicines Initiative","ror":"https://ror.org/019af4n30"},{"id":"https://openalex.org/F4320332999","display_name":"Horizon 2020 Framework Programme","ror":"https://ror.org/00k4n6c32"},{"id":"https://openalex.org/F4320338395","display_name":"EIT Health","ror":null}],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":39,"referenced_works":["https://openalex.org/W246319838","https://openalex.org/W1770847578","https://openalex.org/W1787491514","https://openalex.org/W1969203571","https://openalex.org/W1979688702","https://openalex.org/W1981467401","https://openalex.org/W1990153585","https://openalex.org/W1990917848","https://openalex.org/W2021891822","https://openalex.org/W2042497982","https://openalex.org/W2049096603","https://openalex.org/W2071558111","https://openalex.org/W2081833615","https://openalex.org/W2086702994","https://openalex.org/W2087048290","https://openalex.org/W2266150566","https://openalex.org/W2287880978","https://openalex.org/W2291821960","https://openalex.org/W2396658633","https://openalex.org/W2520323573","https://openalex.org/W2530927644","https://openalex.org/W2586302922","https://openalex.org/W2593041353","https://openalex.org/W2746116199","https://openalex.org/W2756463065","https://openalex.org/W2759147355","https://openalex.org/W2759839148","https://openalex.org/W2773950387","https://openalex.org/W2793069434","https://openalex.org/W2796136059","https://openalex.org/W2893216388","https://openalex.org/W2896950564","https://openalex.org/W2898650932","https://openalex.org/W2915011416","https://openalex.org/W2915140164","https://openalex.org/W2937316847","https://openalex.org/W3101801952","https://openalex.org/W6637867146","https://openalex.org/W6712341796"],"related_works":["https://openalex.org/W2327643467","https://openalex.org/W3112337162","https://openalex.org/W2993467232","https://openalex.org/W1543500833","https://openalex.org/W1985852052","https://openalex.org/W2469217849","https://openalex.org/W2084603854","https://openalex.org/W3114577764","https://openalex.org/W2052702656","https://openalex.org/W2469615939"],"abstract_inverted_index":{"Hereditary":[0],"spastic":[1,186],"paraplegias":[2],"(HSP)":[3],"represents":[4],"a":[5,118,127,140,155,192,219],"group":[6],"of":[7,46,54,129,144,159,198,212,221,235],"orphan":[8],"neurodegenerative":[9],"diseases":[10],"with":[11,169,239],"gait":[12,37,57,78,201,234],"disturbance":[13],"as":[14,204,206],"the":[15,44,47,50,55,73,172,184,199,213,233],"predominant":[16],"clinical":[17,32,185,241,261],"feature.":[18],"Due":[19],"to":[20,42,171,183,195,207,226,229,244,255],"its":[21,245],"rarity,":[22],"research":[23],"within":[24,132],"this":[25,70,224,250],"field":[26],"is":[27],"still":[28],"limited.":[29],"Aside":[30],"from":[31],"analysis":[33,38,58,79,202],"using":[34,126],"established":[35],"scales,":[36],"has":[39],"been":[40],"employed":[41],"enhance":[43],"understanding":[45],"mechanisms":[48],"behind":[49],"disease.":[51],"However,":[52],"state":[53,197],"art":[56,200],"systems":[59],"are":[60,115,180],"often":[61],"large,":[62],"immobile":[63],"and":[64,94,111,121,154,209,248],"expensive.":[65],"To":[66],"overcome":[67],"these":[68,178],"limitations,":[69],"paper":[71],"presents":[72],"first":[74],"clinically":[75],"relevant":[76],"mobile":[77],"system":[80,101,120,138,225,251],"for":[81,223],"HSP":[82],"patients.":[83,237],"We":[84,175],"propose":[85],"an":[86],"unsupervised":[87],"model":[88],"based":[89],"on":[90],"local":[91],"cyclicity":[92],"estimation":[93],"hierarchical":[95],"hidden":[96],"Markov":[97],"models":[98],"(LCE-hHMM).":[99],"The":[100,136],"provides":[102],"stride":[103,141],"time,":[104,106,108],"swing":[105,109,156],"stance":[107],"duration":[110,157],"cadence.":[112],"These":[113],"parameters":[114,179],"validated":[116],"against":[117],"GAITRite":[119,173],"manual":[122],"sensor":[123],"data":[124],"labelling":[125],"total":[128],"24":[130],"patients":[131],"2":[133],"separate":[134],"studies.":[135],"proposed":[137,214],"achieves":[139],"time":[142],"error":[143,158],"-0.00":[145],"\u00b1":[146,161],"0.09":[147],"s":[148],"(correlation":[149,164],"coefficient,":[150,165],"r":[151,166],"=":[152,167],"1.00)":[153],"-0.67":[160],"3.27":[162],"%":[163],"0.93)":[168],"respect":[170],"system.":[174],"show":[176,218],"that":[177],"also":[181],"correlated":[182],"paraplegia":[187],"rating":[188],"scale":[189],"(SPRS)":[190],"in":[191,232,259],"similar":[193],"manner":[194],"other":[196],"systems,":[203],"well":[205],"supervised":[208],"general":[210],"versions":[211],"model.":[215],"Finally,":[216],"we":[217],"proof":[220],"concept":[222],"be":[227,253],"used":[228,254],"analyse":[230],"alterations":[231],"individual":[236],"Thus,":[238],"further":[240],"studies,":[242],"due":[243],"automated":[246],"approach":[247],"mobility,":[249],"could":[252],"determine":[256],"treatment":[257],"effects":[258],"future":[260],"trials.":[262]},"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2025,"cited_by_count":1},{"year":2024,"cited_by_count":5},{"year":2023,"cited_by_count":5},{"year":2022,"cited_by_count":1},{"year":2021,"cited_by_count":6},{"year":2020,"cited_by_count":1}],"updated_date":"2026-05-03T08:25:01.440150","created_date":"2025-10-10T00:00:00"}