{"id":"https://openalex.org/W3094266735","doi":"https://doi.org/10.1109/access.2020.3033194","title":"Biomechanical Parameters and Clinical Assessment Scores for Identifying Elderly Fallers Based on Balance and Dynamic Tasks","display_name":"Biomechanical Parameters and Clinical Assessment Scores for Identifying Elderly Fallers Based on Balance and Dynamic Tasks","publication_year":2020,"publication_date":"2020-01-01","ids":{"openalex":"https://openalex.org/W3094266735","doi":"https://doi.org/10.1109/access.2020.3033194","mag":"3094266735"},"language":"en","primary_location":{"id":"doi:10.1109/access.2020.3033194","is_oa":true,"landing_page_url":"https://doi.org/10.1109/access.2020.3033194","pdf_url":"https://ieeexplore.ieee.org/ielx7/6287639/8948470/09237953.pdf","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":null,"license_id":null,"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://ieeexplore.ieee.org/ielx7/6287639/8948470/09237953.pdf","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5002740746","display_name":"Ashirbad Pradhan","orcid":"https://orcid.org/0000-0003-1175-7984"},"institutions":[{"id":"https://openalex.org/I106938459","display_name":"University of New Brunswick","ror":"https://ror.org/05nkf0n29","country_code":"CA","type":"education","lineage":["https://openalex.org/I106938459"]}],"countries":["CA"],"is_corresponding":false,"raw_author_name":"Ashirbad Pradhan","raw_affiliation_strings":["Andrew and Marjorie McCain Human Performance Laboratory, Faculty of Kinesiology, University of New Brunswick, Fredericton, NB, Canada"],"raw_orcid":"https://orcid.org/0000-0003-1175-7984","affiliations":[{"raw_affiliation_string":"Andrew and Marjorie McCain Human Performance Laboratory, Faculty of Kinesiology, University of New Brunswick, Fredericton, NB, Canada","institution_ids":["https://openalex.org/I106938459"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5006521423","display_name":"Usha Kuruganti","orcid":"https://orcid.org/0000-0003-3384-8705"},"institutions":[{"id":"https://openalex.org/I106938459","display_name":"University of New Brunswick","ror":"https://ror.org/05nkf0n29","country_code":"CA","type":"education","lineage":["https://openalex.org/I106938459"]}],"countries":["CA"],"is_corresponding":false,"raw_author_name":"Usha Kuruganti","raw_affiliation_strings":["Andrew and Marjorie McCain Human Performance Laboratory, Faculty of Kinesiology, University of New Brunswick, Fredericton, NB, Canada"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Andrew and Marjorie McCain Human Performance Laboratory, Faculty of Kinesiology, University of New Brunswick, Fredericton, NB, Canada","institution_ids":["https://openalex.org/I106938459"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5027713398","display_name":"Victoria Chester","orcid":null},"institutions":[{"id":"https://openalex.org/I106938459","display_name":"University of New Brunswick","ror":"https://ror.org/05nkf0n29","country_code":"CA","type":"education","lineage":["https://openalex.org/I106938459"]}],"countries":["CA"],"is_corresponding":false,"raw_author_name":"Victoria Chester","raw_affiliation_strings":["Andrew and Marjorie McCain Human Performance Laboratory, Faculty of Kinesiology, University of New Brunswick, Fredericton, NB, Canada"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Andrew and Marjorie McCain Human Performance Laboratory, Faculty of Kinesiology, University of New Brunswick, Fredericton, NB, Canada","institution_ids":["https://openalex.org/I106938459"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":[],"corresponding_institution_ids":["https://openalex.org/I106938459"],"apc_list":{"value":1850,"currency":"USD","value_usd":1850},"apc_paid":{"value":1850,"currency":"USD","value_usd":1850},"fwci":2.8069,"has_fulltext":true,"cited_by_count":14,"citation_normalized_percentile":{"value":0.90193244,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":89,"max":98},"biblio":{"volume":"8","issue":null,"first_page":"193532","last_page":"193543"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10114","display_name":"Balance, Gait, and Falls Prevention","score":0.9998999834060669,"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":0.9998999834060669,"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/T11097","display_name":"Cerebral Palsy and Movement Disorders","score":0.9951000213623047,"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"}},{"id":"https://openalex.org/T11824","display_name":"Injury Epidemiology and Prevention","score":0.9925000071525574,"subfield":{"id":"https://openalex.org/subfields/2739","display_name":"Public Health, Environmental and Occupational 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/center-of-pressure","display_name":"Center of pressure (fluid mechanics)","score":0.7609593868255615},{"id":"https://openalex.org/keywords/physical-medicine-and-rehabilitation","display_name":"Physical medicine and rehabilitation","score":0.5884896516799927},{"id":"https://openalex.org/keywords/gait","display_name":"Gait","score":0.5768341422080994},{"id":"https://openalex.org/keywords/balance","display_name":"Balance (ability)","score":0.5656279921531677},{"id":"https://openalex.org/keywords/ground-reaction-force","display_name":"Ground reaction force","score":0.5381089448928833},{"id":"https://openalex.org/keywords/gait-analysis","display_name":"Gait analysis","score":0.5054299831390381},{"id":"https://openalex.org/keywords/force-platform","display_name":"Force platform","score":0.4739154279232025},{"id":"https://openalex.org/keywords/poison-control","display_name":"Poison control","score":0.43323689699172974},{"id":"https://openalex.org/keywords/biomechanics","display_name":"Biomechanics","score":0.4322627782821655},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.43039631843566895},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.37345534563064575},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.37037551403045654},{"id":"https://openalex.org/keywords/medicine","display_name":"Medicine","score":0.2666800022125244},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.12893906235694885},{"id":"https://openalex.org/keywords/kinematics","display_name":"Kinematics","score":0.12342625856399536}],"concepts":[{"id":"https://openalex.org/C76542214","wikidata":"https://www.wikidata.org/wiki/Q604830","display_name":"Center of pressure (fluid mechanics)","level":3,"score":0.7609593868255615},{"id":"https://openalex.org/C99508421","wikidata":"https://www.wikidata.org/wiki/Q2678675","display_name":"Physical medicine and rehabilitation","level":1,"score":0.5884896516799927},{"id":"https://openalex.org/C151800584","wikidata":"https://www.wikidata.org/wiki/Q2370000","display_name":"Gait","level":2,"score":0.5768341422080994},{"id":"https://openalex.org/C168031717","wikidata":"https://www.wikidata.org/wiki/Q1530280","display_name":"Balance (ability)","level":2,"score":0.5656279921531677},{"id":"https://openalex.org/C96332660","wikidata":"https://www.wikidata.org/wiki/Q5610971","display_name":"Ground reaction force","level":3,"score":0.5381089448928833},{"id":"https://openalex.org/C173906292","wikidata":"https://www.wikidata.org/wiki/Q1493441","display_name":"Gait analysis","level":3,"score":0.5054299831390381},{"id":"https://openalex.org/C7625042","wikidata":"https://www.wikidata.org/wiki/Q17014421","display_name":"Force platform","level":2,"score":0.4739154279232025},{"id":"https://openalex.org/C3017944768","wikidata":"https://www.wikidata.org/wiki/Q1450463","display_name":"Poison control","level":2,"score":0.43323689699172974},{"id":"https://openalex.org/C170700871","wikidata":"https://www.wikidata.org/wiki/Q193378","display_name":"Biomechanics","level":2,"score":0.4322627782821655},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.43039631843566895},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.37345534563064575},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.37037551403045654},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.2666800022125244},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.12893906235694885},{"id":"https://openalex.org/C39920418","wikidata":"https://www.wikidata.org/wiki/Q11476","display_name":"Kinematics","level":2,"score":0.12342625856399536},{"id":"https://openalex.org/C13393347","wikidata":"https://www.wikidata.org/wiki/Q8424","display_name":"Aerodynamics","level":2,"score":0.0},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.0},{"id":"https://openalex.org/C99454951","wikidata":"https://www.wikidata.org/wiki/Q932068","display_name":"Environmental health","level":1,"score":0.0},{"id":"https://openalex.org/C74650414","wikidata":"https://www.wikidata.org/wiki/Q11397","display_name":"Classical mechanics","level":1,"score":0.0},{"id":"https://openalex.org/C42407357","wikidata":"https://www.wikidata.org/wiki/Q521","display_name":"Physiology","level":1,"score":0.0},{"id":"https://openalex.org/C146978453","wikidata":"https://www.wikidata.org/wiki/Q3798668","display_name":"Aerospace engineering","level":1,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1109/access.2020.3033194","is_oa":true,"landing_page_url":"https://doi.org/10.1109/access.2020.3033194","pdf_url":"https://ieeexplore.ieee.org/ielx7/6287639/8948470/09237953.pdf","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":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Access","raw_type":"journal-article"},{"id":"pmh:oai:doaj.org/article:824b4ff17f3c40218b7c224725316b5b","is_oa":true,"landing_page_url":"https://doaj.org/article/824b4ff17f3c40218b7c224725316b5b","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 8, Pp 193532-193543 (2020)","raw_type":"article"}],"best_oa_location":{"id":"doi:10.1109/access.2020.3033194","is_oa":true,"landing_page_url":"https://doi.org/10.1109/access.2020.3033194","pdf_url":"https://ieeexplore.ieee.org/ielx7/6287639/8948470/09237953.pdf","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":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Access","raw_type":"journal-article"},"sustainable_development_goals":[{"display_name":"Good health and well-being","score":0.6700000166893005,"id":"https://metadata.un.org/sdg/3"}],"awards":[],"funders":[],"has_content":{"grobid_xml":true,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W3094266735.pdf","grobid_xml":"https://content.openalex.org/works/W3094266735.grobid-xml"},"referenced_works_count":62,"referenced_works":["https://openalex.org/W1485275430","https://openalex.org/W1550534467","https://openalex.org/W1584372831","https://openalex.org/W1586030997","https://openalex.org/W1685464609","https://openalex.org/W1841764560","https://openalex.org/W1858381320","https://openalex.org/W1968770986","https://openalex.org/W1987629840","https://openalex.org/W2005490390","https://openalex.org/W2008565040","https://openalex.org/W2013007483","https://openalex.org/W2021889536","https://openalex.org/W2026637981","https://openalex.org/W2034043546","https://openalex.org/W2041213259","https://openalex.org/W2042805584","https://openalex.org/W2073790636","https://openalex.org/W2078191712","https://openalex.org/W2081115229","https://openalex.org/W2086314863","https://openalex.org/W2096215926","https://openalex.org/W2097562570","https://openalex.org/W2109476107","https://openalex.org/W2109553965","https://openalex.org/W2110320181","https://openalex.org/W2112090892","https://openalex.org/W2118183148","https://openalex.org/W2122724710","https://openalex.org/W2124822907","https://openalex.org/W2130691837","https://openalex.org/W2131256443","https://openalex.org/W2134857072","https://openalex.org/W2147595228","https://openalex.org/W2148317675","https://openalex.org/W2156809737","https://openalex.org/W2158896337","https://openalex.org/W2158981397","https://openalex.org/W2159413333","https://openalex.org/W2161237484","https://openalex.org/W2172374880","https://openalex.org/W2335125833","https://openalex.org/W2337568192","https://openalex.org/W2551081554","https://openalex.org/W2589770747","https://openalex.org/W2593265320","https://openalex.org/W2594144311","https://openalex.org/W2597642773","https://openalex.org/W2748582415","https://openalex.org/W2782627175","https://openalex.org/W2791171973","https://openalex.org/W2897473609","https://openalex.org/W2898625365","https://openalex.org/W2899811388","https://openalex.org/W2951476336","https://openalex.org/W2963951026","https://openalex.org/W3148625633","https://openalex.org/W4211080241","https://openalex.org/W4285719527","https://openalex.org/W6634911402","https://openalex.org/W6637461618","https://openalex.org/W6748882256"],"related_works":["https://openalex.org/W2097612772","https://openalex.org/W2769737716","https://openalex.org/W2131207187","https://openalex.org/W2898912493","https://openalex.org/W2885305709","https://openalex.org/W2789377032","https://openalex.org/W2065415803","https://openalex.org/W1573821050","https://openalex.org/W2158963372","https://openalex.org/W1975951604"],"abstract_inverted_index":{"Accidental":[0],"falls":[1],"are":[2],"a":[3,137,187,246],"major":[4],"health":[5],"concern":[6],"among":[7],"older":[8],"adults.":[9],"Currently,":[10],"fall":[11],"prevention":[12],"programs":[13],"employ":[14],"clinical":[15,96,241,265],"assessment":[16,97,242,266],"scores":[17,98,243],"for":[18,57,76,108,180],"identifying":[19,77,110],"elderly":[20,42,78,111,253],"fallers":[21,43,79,124,254],"based":[22,49,104,189,209,239,263],"on":[23,50,105,136,190,210,240,264],"cut-off":[24],"values.":[25],"Biomechanical":[26],"parameters":[27,52,82,107,147,192,201,208,228],"provide":[28,54],"crucial":[29],"information":[30],"differentiating":[31],"pathological":[32],"gait":[33,87,134,195],"and":[34,36,44,86,99,122,133,143,158,196,206],"posture":[35],"can":[37,255],"be":[38,256],"used":[39,172,233],"to":[40,66,101,173,229],"classify":[41],"non-fallers.":[45],"Pattern":[46,89],"recognition":[47,74,90,261],"models":[48,75,91,103,262],"biomechanical":[51,81,106,191],"may":[53],"greater":[55],"insight":[56],"such":[58],"classification.":[59],"The":[60,146,199,219],"purpose":[61],"of":[62,71,155,178,216,249],"this":[63,164],"study":[64],"was":[65,184,222],"compare":[67],"the":[68,102,159,230,237],"classification":[69,169,220],"accuracy":[70,177,248],"different":[72,168],"pattern":[73,260],"using":[80,95,186,259],"measured":[83],"during":[84],"balance":[85,132,197],"tasks.":[88,198],"were":[92,171],"also":[93],"developed":[94],"compared":[100],"accurately":[109,257],"fallers.":[112],"Participants":[113],"included":[114,148],"58":[115],"non-fallers":[116],"(age":[117,125],"=":[118,126],"72.3":[119],"\u00b1":[120,128],"5.7)":[121],"41":[123],"74.0":[127],"12.3)":[129],"who":[130],"performed":[131],"tasks":[135],"walkway":[138],"with":[139],"embedded":[140],"force":[141,152],"plates":[142],"pressure":[144,156,161],"mats.":[145],"2D":[149],"ground":[150],"reaction":[151],"(GRF),":[153],"center":[154],"(COP),":[157],"plantar":[160],"(PP).":[162],"Using":[163],"data":[165],"as":[166],"input,":[167],"algorithms":[170],"build":[174],"models.":[175],"Maximum":[176],"86.02%":[179],"classifying":[181],"faller/non-faller":[182],"categories":[183],"obtained":[185],"classifier":[188],"from":[193],"combined":[194],"GRF":[200,217,227],"ranked":[202],"higher":[203],"than":[204],"COP":[205,234],"PP":[207],"F-score":[211],"ranking":[212],"suggesting":[213,251],"predictor":[214],"importance":[215],"parameters.":[218,235],"performance":[221],"further":[223],"improved":[224],"by":[225],"adding":[226],"more":[231],"commonly":[232],"However,":[236],"classifiers":[238],"resulted":[244],"in":[245],"maximum":[247],"92.93%":[250],"that":[252],"classified":[258],"scores.":[267]},"counts_by_year":[{"year":2025,"cited_by_count":5},{"year":2024,"cited_by_count":1},{"year":2023,"cited_by_count":1},{"year":2022,"cited_by_count":3},{"year":2021,"cited_by_count":4}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
