{"id":"https://openalex.org/W4312096455","doi":"https://doi.org/10.1109/cisp-bmei56279.2022.9980005","title":"An abnormal gait monitoring system for patients with Parkinson's disease based on wearable devices","display_name":"An abnormal gait monitoring system for patients with Parkinson's disease based on wearable devices","publication_year":2022,"publication_date":"2022-11-05","ids":{"openalex":"https://openalex.org/W4312096455","doi":"https://doi.org/10.1109/cisp-bmei56279.2022.9980005"},"language":"en","primary_location":{"id":"doi:10.1109/cisp-bmei56279.2022.9980005","is_oa":false,"landing_page_url":"https://doi.org/10.1109/cisp-bmei56279.2022.9980005","pdf_url":null,"source":{"id":"https://openalex.org/S4363605502","display_name":"2022 15th International Congress on Image and Signal Processing, BioMedical Engineering and Informatics (CISP-BMEI)","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":"conference"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2022 15th International Congress on Image and Signal Processing, BioMedical Engineering and Informatics (CISP-BMEI)","raw_type":"proceedings-article"},"type":"article","indexed_in":["crossref"],"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/A5084070627","display_name":"Yan Li","orcid":"https://orcid.org/0000-0002-9431-6457"},"institutions":[{"id":"https://openalex.org/I126520041","display_name":"University of Science and Technology of China","ror":"https://ror.org/04c4dkn09","country_code":"CN","type":"education","lineage":["https://openalex.org/I126520041","https://openalex.org/I19820366"]},{"id":"https://openalex.org/I19820366","display_name":"Chinese Academy of Sciences","ror":"https://ror.org/034t30j35","country_code":"CN","type":"funder","lineage":["https://openalex.org/I19820366"]},{"id":"https://openalex.org/I2802624667","display_name":"Hefei Institutes of Physical Science","ror":"https://ror.org/046n57345","country_code":"CN","type":"facility","lineage":["https://openalex.org/I19820366","https://openalex.org/I2802624667"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Yan Li","raw_affiliation_strings":["Hefei Institutes of Physical Science, Chinese Academy of Sciences, University of Science and Technology of China,Hefei,China","Hefei Institutes of Physical Science, Chinese Academy of Sciences, University of Science and Technology of China, Hefei, China"],"affiliations":[{"raw_affiliation_string":"Hefei Institutes of Physical Science, Chinese Academy of Sciences, University of Science and Technology of China,Hefei,China","institution_ids":["https://openalex.org/I2802624667","https://openalex.org/I19820366","https://openalex.org/I126520041"]},{"raw_affiliation_string":"Hefei Institutes of Physical Science, Chinese Academy of Sciences, University of Science and Technology of China, Hefei, China","institution_ids":["https://openalex.org/I2802624667","https://openalex.org/I19820366","https://openalex.org/I126520041"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5034474393","display_name":"Qingyuan Bai","orcid":null},"institutions":[{"id":"https://openalex.org/I126520041","display_name":"University of Science and Technology of China","ror":"https://ror.org/04c4dkn09","country_code":"CN","type":"education","lineage":["https://openalex.org/I126520041","https://openalex.org/I19820366"]},{"id":"https://openalex.org/I2802624667","display_name":"Hefei Institutes of Physical Science","ror":"https://ror.org/046n57345","country_code":"CN","type":"facility","lineage":["https://openalex.org/I19820366","https://openalex.org/I2802624667"]},{"id":"https://openalex.org/I19820366","display_name":"Chinese Academy of Sciences","ror":"https://ror.org/034t30j35","country_code":"CN","type":"funder","lineage":["https://openalex.org/I19820366"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Qingyuan Bai","raw_affiliation_strings":["Hefei Institutes of Physical Science, Chinese Academy of Sciences, University of Science and Technology of China,Hefei,China","Hefei Institutes of Physical Science, Chinese Academy of Sciences, University of Science and Technology of China, Hefei, China"],"affiliations":[{"raw_affiliation_string":"Hefei Institutes of Physical Science, Chinese Academy of Sciences, University of Science and Technology of China,Hefei,China","institution_ids":["https://openalex.org/I2802624667","https://openalex.org/I19820366","https://openalex.org/I126520041"]},{"raw_affiliation_string":"Hefei Institutes of Physical Science, Chinese Academy of Sciences, University of Science and Technology of China, Hefei, China","institution_ids":["https://openalex.org/I2802624667","https://openalex.org/I19820366","https://openalex.org/I126520041"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5109445159","display_name":"Xianjun Yang","orcid":null},"institutions":[{"id":"https://openalex.org/I19820366","display_name":"Chinese Academy of Sciences","ror":"https://ror.org/034t30j35","country_code":"CN","type":"funder","lineage":["https://openalex.org/I19820366"]},{"id":"https://openalex.org/I2802624667","display_name":"Hefei Institutes of Physical Science","ror":"https://ror.org/046n57345","country_code":"CN","type":"facility","lineage":["https://openalex.org/I19820366","https://openalex.org/I2802624667"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Xianjun Yang","raw_affiliation_strings":["Hefei Institutes of Physical Science, Chinese Academy of Sciences,Hefei,China","Hefei Institutes of Physical Science, Chinese Academy of Sciences, Hefei, China"],"affiliations":[{"raw_affiliation_string":"Hefei Institutes of Physical Science, Chinese Academy of Sciences,Hefei,China","institution_ids":["https://openalex.org/I2802624667","https://openalex.org/I19820366"]},{"raw_affiliation_string":"Hefei Institutes of Physical Science, Chinese Academy of Sciences, Hefei, China","institution_ids":["https://openalex.org/I2802624667","https://openalex.org/I19820366"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5009647578","display_name":"Xu Zhou","orcid":"https://orcid.org/0000-0002-2236-0520"},"institutions":[{"id":"https://openalex.org/I19820366","display_name":"Chinese Academy of Sciences","ror":"https://ror.org/034t30j35","country_code":"CN","type":"funder","lineage":["https://openalex.org/I19820366"]},{"id":"https://openalex.org/I2802624667","display_name":"Hefei Institutes of Physical Science","ror":"https://ror.org/046n57345","country_code":"CN","type":"facility","lineage":["https://openalex.org/I19820366","https://openalex.org/I2802624667"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Xu Zhou","raw_affiliation_strings":["Hefei Institutes of Physical Science, Chinese Academy of Sciences,Hefei,China","Hefei Institutes of Physical Science, Chinese Academy of Sciences, Hefei, China"],"affiliations":[{"raw_affiliation_string":"Hefei Institutes of Physical Science, Chinese Academy of Sciences,Hefei,China","institution_ids":["https://openalex.org/I2802624667","https://openalex.org/I19820366"]},{"raw_affiliation_string":"Hefei Institutes of Physical Science, Chinese Academy of Sciences, Hefei, China","institution_ids":["https://openalex.org/I2802624667","https://openalex.org/I19820366"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101515037","display_name":"Yining Sun","orcid":"https://orcid.org/0000-0001-9851-7611"},"institutions":[{"id":"https://openalex.org/I2802624667","display_name":"Hefei Institutes of Physical Science","ror":"https://ror.org/046n57345","country_code":"CN","type":"facility","lineage":["https://openalex.org/I19820366","https://openalex.org/I2802624667"]},{"id":"https://openalex.org/I19820366","display_name":"Chinese Academy of Sciences","ror":"https://ror.org/034t30j35","country_code":"CN","type":"funder","lineage":["https://openalex.org/I19820366"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yining Sun","raw_affiliation_strings":["Hefei Institutes of Physical Science, Chinese Academy of Sciences,Hefei,China","Hefei Institutes of Physical Science, Chinese Academy of Sciences, Hefei, China"],"affiliations":[{"raw_affiliation_string":"Hefei Institutes of Physical Science, Chinese Academy of Sciences,Hefei,China","institution_ids":["https://openalex.org/I2802624667","https://openalex.org/I19820366"]},{"raw_affiliation_string":"Hefei Institutes of Physical Science, Chinese Academy of Sciences, Hefei, China","institution_ids":["https://openalex.org/I2802624667","https://openalex.org/I19820366"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5101661673","display_name":"Zhiming Yao","orcid":"https://orcid.org/0000-0001-8081-4247"},"institutions":[{"id":"https://openalex.org/I2802624667","display_name":"Hefei Institutes of Physical Science","ror":"https://ror.org/046n57345","country_code":"CN","type":"facility","lineage":["https://openalex.org/I19820366","https://openalex.org/I2802624667"]},{"id":"https://openalex.org/I19820366","display_name":"Chinese Academy of Sciences","ror":"https://ror.org/034t30j35","country_code":"CN","type":"funder","lineage":["https://openalex.org/I19820366"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Zhiming Yao","raw_affiliation_strings":["Hefei Institutes of Physical Science, Chinese Academy of Sciences,Hefei,China","Hefei Institutes of Physical Science, Chinese Academy of Sciences, Hefei, China"],"affiliations":[{"raw_affiliation_string":"Hefei Institutes of Physical Science, Chinese Academy of Sciences,Hefei,China","institution_ids":["https://openalex.org/I2802624667","https://openalex.org/I19820366"]},{"raw_affiliation_string":"Hefei Institutes of Physical Science, Chinese Academy of Sciences, Hefei, China","institution_ids":["https://openalex.org/I2802624667","https://openalex.org/I19820366"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":6,"corresponding_author_ids":["https://openalex.org/A5084070627"],"corresponding_institution_ids":["https://openalex.org/I126520041","https://openalex.org/I19820366","https://openalex.org/I2802624667"],"apc_list":null,"apc_paid":null,"fwci":1.3068,"has_fulltext":false,"cited_by_count":4,"citation_normalized_percentile":{"value":0.78947368,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":100},"biblio":{"volume":null,"issue":null,"first_page":"1","last_page":"6"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10114","display_name":"Balance, Gait, and Falls Prevention","score":0.9908000230789185,"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":0.9908000230789185,"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":0.9817000031471252,"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/T10784","display_name":"Muscle activation and electromyography studies","score":0.9817000031471252,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/wearable-computer","display_name":"Wearable computer","score":0.7804864048957825},{"id":"https://openalex.org/keywords/gait","display_name":"Gait","score":0.7683095932006836},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.5998468399047852},{"id":"https://openalex.org/keywords/bluetooth","display_name":"Bluetooth","score":0.5568997263908386},{"id":"https://openalex.org/keywords/gait-analysis","display_name":"Gait analysis","score":0.5030028223991394},{"id":"https://openalex.org/keywords/physical-medicine-and-rehabilitation","display_name":"Physical medicine and rehabilitation","score":0.4567306339740753},{"id":"https://openalex.org/keywords/gait-disturbance","display_name":"Gait Disturbance","score":0.45170581340789795},{"id":"https://openalex.org/keywords/inertial-measurement-unit","display_name":"Inertial measurement unit","score":0.4468544125556946},{"id":"https://openalex.org/keywords/wearable-technology","display_name":"Wearable technology","score":0.43281614780426025},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.33689093589782715},{"id":"https://openalex.org/keywords/medicine","display_name":"Medicine","score":0.22540229558944702},{"id":"https://openalex.org/keywords/embedded-system","display_name":"Embedded system","score":0.21631577610969543},{"id":"https://openalex.org/keywords/wireless","display_name":"Wireless","score":0.15660014748573303}],"concepts":[{"id":"https://openalex.org/C150594956","wikidata":"https://www.wikidata.org/wiki/Q1334829","display_name":"Wearable computer","level":2,"score":0.7804864048957825},{"id":"https://openalex.org/C151800584","wikidata":"https://www.wikidata.org/wiki/Q2370000","display_name":"Gait","level":2,"score":0.7683095932006836},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5998468399047852},{"id":"https://openalex.org/C546215728","wikidata":"https://www.wikidata.org/wiki/Q39531","display_name":"Bluetooth","level":3,"score":0.5568997263908386},{"id":"https://openalex.org/C173906292","wikidata":"https://www.wikidata.org/wiki/Q1493441","display_name":"Gait analysis","level":3,"score":0.5030028223991394},{"id":"https://openalex.org/C99508421","wikidata":"https://www.wikidata.org/wiki/Q2678675","display_name":"Physical medicine and rehabilitation","level":1,"score":0.4567306339740753},{"id":"https://openalex.org/C2908551600","wikidata":"https://www.wikidata.org/wiki/Q30633204","display_name":"Gait Disturbance","level":2,"score":0.45170581340789795},{"id":"https://openalex.org/C79061980","wikidata":"https://www.wikidata.org/wiki/Q941680","display_name":"Inertial measurement unit","level":2,"score":0.4468544125556946},{"id":"https://openalex.org/C54290928","wikidata":"https://www.wikidata.org/wiki/Q4845080","display_name":"Wearable technology","level":3,"score":0.43281614780426025},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.33689093589782715},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.22540229558944702},{"id":"https://openalex.org/C149635348","wikidata":"https://www.wikidata.org/wiki/Q193040","display_name":"Embedded system","level":1,"score":0.21631577610969543},{"id":"https://openalex.org/C555944384","wikidata":"https://www.wikidata.org/wiki/Q249","display_name":"Wireless","level":2,"score":0.15660014748573303},{"id":"https://openalex.org/C76155785","wikidata":"https://www.wikidata.org/wiki/Q418","display_name":"Telecommunications","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/cisp-bmei56279.2022.9980005","is_oa":false,"landing_page_url":"https://doi.org/10.1109/cisp-bmei56279.2022.9980005","pdf_url":null,"source":{"id":"https://openalex.org/S4363605502","display_name":"2022 15th International Congress on Image and Signal Processing, BioMedical Engineering and Informatics (CISP-BMEI)","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":"conference"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2022 15th International Congress on Image and Signal Processing, BioMedical Engineering and Informatics (CISP-BMEI)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":15,"referenced_works":["https://openalex.org/W1968018273","https://openalex.org/W1999702935","https://openalex.org/W2010480986","https://openalex.org/W2044783628","https://openalex.org/W2060029622","https://openalex.org/W2171181994","https://openalex.org/W2334037386","https://openalex.org/W2587512840","https://openalex.org/W2765693785","https://openalex.org/W2883293408","https://openalex.org/W2912453987","https://openalex.org/W2999157158","https://openalex.org/W3087291280","https://openalex.org/W3115815419","https://openalex.org/W3203950792"],"related_works":["https://openalex.org/W4220926637","https://openalex.org/W2362681120","https://openalex.org/W2376320007","https://openalex.org/W4376643979","https://openalex.org/W2322402661","https://openalex.org/W3082879976","https://openalex.org/W2407369276","https://openalex.org/W4205710161","https://openalex.org/W3210554747","https://openalex.org/W1963503912"],"abstract_inverted_index":{"Gait":[0],"disturbance":[1],"is":[2,79],"one":[3],"of":[4,9,32,82,133,139,147,163,169],"the":[5,33,96,102,108,112,125,145,166],"main":[6],"clinical":[7],"symptoms":[8],"Parkinson's":[10,46],"disease,":[11],"mainly":[12],"manifested":[13],"by":[14],"disrupted":[15],"gait":[16,43,64],"rhythm":[17],"and":[18,26,59,73,86,104,114,144,161,177],"increased":[19],"variability,":[20],"prone":[21],"to":[22,41,51,95,100,107,121],"bradykinetic,":[23],"festinating,":[24],"freezing,":[25],"other":[27],"gaits":[28],"in":[29,45,124],"different":[30],"stages":[31],"disease.":[34,47],"Wearable":[35],"devices":[36],"are":[37],"widely":[38],"used":[39],"tools":[40],"monitor":[42],"disorders":[44],"This":[48],"study":[49],"aims":[50],"develop":[52],"a":[53,70,74,80,83,116,131],"wearable":[54,68,77],"device-based":[55],"system":[56],"for":[57,154],"monitoring":[58],"quantitatively":[60],"analyzing":[61],"multiple":[62],"abnormal":[63],"patterns,":[65],"which":[66,110],"includes":[67],"devices,":[69],"mobile":[71,92],"application,":[72],"server.":[75],"The":[76,91],"device":[78],"combination":[81],"force-sensitive":[84],"insole":[85],"an":[87],"inertial":[88],"measurement":[89],"unit.":[90],"application":[93],"connects":[94],"sensors":[97],"via":[98],"Bluetooth":[99],"collect":[101],"signals":[103],"transmits":[105],"them":[106],"server,":[109],"calculates":[111],"features":[113,134,141],"uses":[115],"pre-trained":[117],"machine":[118,149],"learning":[119,150],"classifier":[120],"detect":[122],"abnormalities":[123],"patient's":[126],"gait.":[127],"During":[128],"model":[129],"training,":[130],"subset":[132],"with":[135,165],"70.01":[136],"%":[137,175],"importance":[138],"all":[140],"was":[142,152],"retained,":[143],"performance":[146],"three":[148],"classifiers":[151],"compared":[153],"normal":[155],"gait,":[156,158,160,164],"bradykinetic":[157],"festinating":[159],"freezing":[162],"best":[167],"results":[168],"0.9722":[170],"recall,":[171],"0.9788":[172],"precision,":[173],"97.31":[174],"accuracy,":[176],"0.9755":[178],"F1-score.":[179]},"counts_by_year":[{"year":2026,"cited_by_count":2},{"year":2025,"cited_by_count":1},{"year":2024,"cited_by_count":1}],"updated_date":"2026-02-27T16:54:17.756197","created_date":"2025-10-10T00:00:00"}
