{"id":"https://openalex.org/W3210566337","doi":"https://doi.org/10.1109/access.2021.3123297","title":"A Feasible Fall Evaluation System via Artificial Intelligence Gesture Detection of Gait and Balance for Sub-Healthy Community- Dwelling Older Adults in Taiwan","display_name":"A Feasible Fall Evaluation System via Artificial Intelligence Gesture Detection of Gait and Balance for Sub-Healthy Community- Dwelling Older Adults in Taiwan","publication_year":2021,"publication_date":"2021-01-01","ids":{"openalex":"https://openalex.org/W3210566337","doi":"https://doi.org/10.1109/access.2021.3123297","mag":"3210566337"},"language":"en","primary_location":{"id":"doi:10.1109/access.2021.3123297","is_oa":true,"landing_page_url":"https://doi.org/10.1109/access.2021.3123297","pdf_url":"https://ieeexplore.ieee.org/ielx7/6287639/6514899/09585709.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":"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://ieeexplore.ieee.org/ielx7/6287639/6514899/09585709.pdf","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5112346155","display_name":"Kai-Chih Lin","orcid":"https://orcid.org/0009-0004-9708-4358"},"institutions":[{"id":"https://openalex.org/I154864474","display_name":"National Taiwan University of Science and Technology","ror":"https://ror.org/00q09pe49","country_code":"TW","type":"education","lineage":["https://openalex.org/I154864474"]}],"countries":["TW"],"is_corresponding":true,"raw_author_name":"Kai-Chih Lin","raw_affiliation_strings":["Department of Electronic and Computer Engineering, National Taiwan University of Science and Technology, Taipei 106, Taiwan","Department of Electronic and Computer Engineering National Taiwan University of Science and Technology Taipei Taiwan"],"affiliations":[{"raw_affiliation_string":"Department of Electronic and Computer Engineering, National Taiwan University of Science and Technology, Taipei 106, Taiwan","institution_ids":["https://openalex.org/I154864474"]},{"raw_affiliation_string":"Department of Electronic and Computer Engineering National Taiwan University of Science and Technology Taipei Taiwan","institution_ids":["https://openalex.org/I154864474"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5012668663","display_name":"Rong\u2010Jong Wai","orcid":"https://orcid.org/0000-0001-5483-7445"},"institutions":[{"id":"https://openalex.org/I154864474","display_name":"National Taiwan University of Science and Technology","ror":"https://ror.org/00q09pe49","country_code":"TW","type":"education","lineage":["https://openalex.org/I154864474"]}],"countries":["TW"],"is_corresponding":false,"raw_author_name":"Rong-Jong Wai","raw_affiliation_strings":["Department of Electronic and Computer Engineering, National Taiwan University of Science and Technology, Taipei 106, Taiwan. (e-mail: rjwai@mail.ntust.edu.tw)","Department of Electronic and Computer Engineering National Taiwan University of Science and Technology Taipei Taiwan"],"affiliations":[{"raw_affiliation_string":"Department of Electronic and Computer Engineering, National Taiwan University of Science and Technology, Taipei 106, Taiwan. (e-mail: rjwai@mail.ntust.edu.tw)","institution_ids":["https://openalex.org/I154864474"]},{"raw_affiliation_string":"Department of Electronic and Computer Engineering National Taiwan University of Science and Technology Taipei Taiwan","institution_ids":["https://openalex.org/I154864474"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":["https://openalex.org/A5112346155"],"corresponding_institution_ids":["https://openalex.org/I154864474"],"apc_list":{"value":1850,"currency":"USD","value_usd":1850},"apc_paid":{"value":1850,"currency":"USD","value_usd":1850},"fwci":2.4642,"has_fulltext":true,"cited_by_count":11,"citation_normalized_percentile":{"value":0.89414221,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":98},"biblio":{"volume":"9","issue":null,"first_page":"146404","last_page":"146413"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10114","display_name":"Balance, Gait, and Falls Prevention","score":0.9994999766349792,"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":0.9994999766349792,"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":0.9979000091552734,"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/T11227","display_name":"Diabetic Foot Ulcer Assessment and Management","score":0.9914000034332275,"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/fall-prevention","display_name":"Fall prevention","score":0.6107375621795654},{"id":"https://openalex.org/keywords/gait","display_name":"Gait","score":0.5661368370056152},{"id":"https://openalex.org/keywords/balance","display_name":"Balance (ability)","score":0.5595034956932068},{"id":"https://openalex.org/keywords/sarcopenia","display_name":"Sarcopenia","score":0.48845115303993225},{"id":"https://openalex.org/keywords/population","display_name":"Population","score":0.48031869530677795},{"id":"https://openalex.org/keywords/physical-medicine-and-rehabilitation","display_name":"Physical medicine and rehabilitation","score":0.45264461636543274},{"id":"https://openalex.org/keywords/psychological-intervention","display_name":"Psychological intervention","score":0.4474152624607086},{"id":"https://openalex.org/keywords/rehabilitation","display_name":"Rehabilitation","score":0.4462604522705078},{"id":"https://openalex.org/keywords/medicine","display_name":"Medicine","score":0.444580078125},{"id":"https://openalex.org/keywords/intervention","display_name":"Intervention (counseling)","score":0.41859549283981323},{"id":"https://openalex.org/keywords/gerontology","display_name":"Gerontology","score":0.4131457805633545},{"id":"https://openalex.org/keywords/physical-therapy","display_name":"Physical therapy","score":0.3374623656272888},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.3320821225643158},{"id":"https://openalex.org/keywords/injury-prevention","display_name":"Injury prevention","score":0.30167198181152344},{"id":"https://openalex.org/keywords/poison-control","display_name":"Poison control","score":0.2890901565551758},{"id":"https://openalex.org/keywords/medical-emergency","display_name":"Medical emergency","score":0.1595315933227539},{"id":"https://openalex.org/keywords/nursing","display_name":"Nursing","score":0.11835956573486328}],"concepts":[{"id":"https://openalex.org/C2776516907","wikidata":"https://www.wikidata.org/wiki/Q5432181","display_name":"Fall prevention","level":4,"score":0.6107375621795654},{"id":"https://openalex.org/C151800584","wikidata":"https://www.wikidata.org/wiki/Q2370000","display_name":"Gait","level":2,"score":0.5661368370056152},{"id":"https://openalex.org/C168031717","wikidata":"https://www.wikidata.org/wiki/Q1530280","display_name":"Balance (ability)","level":2,"score":0.5595034956932068},{"id":"https://openalex.org/C2776214593","wikidata":"https://www.wikidata.org/wiki/Q1787939","display_name":"Sarcopenia","level":2,"score":0.48845115303993225},{"id":"https://openalex.org/C2908647359","wikidata":"https://www.wikidata.org/wiki/Q2625603","display_name":"Population","level":2,"score":0.48031869530677795},{"id":"https://openalex.org/C99508421","wikidata":"https://www.wikidata.org/wiki/Q2678675","display_name":"Physical medicine and rehabilitation","level":1,"score":0.45264461636543274},{"id":"https://openalex.org/C27415008","wikidata":"https://www.wikidata.org/wiki/Q7256382","display_name":"Psychological intervention","level":2,"score":0.4474152624607086},{"id":"https://openalex.org/C2778818304","wikidata":"https://www.wikidata.org/wiki/Q1819478","display_name":"Rehabilitation","level":2,"score":0.4462604522705078},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.444580078125},{"id":"https://openalex.org/C2780665704","wikidata":"https://www.wikidata.org/wiki/Q959298","display_name":"Intervention (counseling)","level":2,"score":0.41859549283981323},{"id":"https://openalex.org/C74909509","wikidata":"https://www.wikidata.org/wiki/Q10387","display_name":"Gerontology","level":1,"score":0.4131457805633545},{"id":"https://openalex.org/C1862650","wikidata":"https://www.wikidata.org/wiki/Q186005","display_name":"Physical therapy","level":1,"score":0.3374623656272888},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.3320821225643158},{"id":"https://openalex.org/C190385971","wikidata":"https://www.wikidata.org/wiki/Q373494","display_name":"Injury prevention","level":3,"score":0.30167198181152344},{"id":"https://openalex.org/C3017944768","wikidata":"https://www.wikidata.org/wiki/Q1450463","display_name":"Poison control","level":2,"score":0.2890901565551758},{"id":"https://openalex.org/C545542383","wikidata":"https://www.wikidata.org/wiki/Q2751242","display_name":"Medical emergency","level":1,"score":0.1595315933227539},{"id":"https://openalex.org/C159110408","wikidata":"https://www.wikidata.org/wiki/Q121176","display_name":"Nursing","level":1,"score":0.11835956573486328},{"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/C105702510","wikidata":"https://www.wikidata.org/wiki/Q514","display_name":"Anatomy","level":1,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1109/access.2021.3123297","is_oa":true,"landing_page_url":"https://doi.org/10.1109/access.2021.3123297","pdf_url":"https://ieeexplore.ieee.org/ielx7/6287639/6514899/09585709.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":"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:823e521e55384554af18709e79b8c215","is_oa":true,"landing_page_url":"https://doaj.org/article/823e521e55384554af18709e79b8c215","pdf_url":null,"source":{"id":"https://openalex.org/S112646816","display_name":"SHILAP Revista de lepidopterolog\u00eda","issn_l":"0300-5267","issn":["0300-5267","2340-4078"],"is_oa":true,"is_in_doaj":true,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"journal"},"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 9, Pp 146404-146413 (2021)","raw_type":"article"}],"best_oa_location":{"id":"doi:10.1109/access.2021.3123297","is_oa":true,"landing_page_url":"https://doi.org/10.1109/access.2021.3123297","pdf_url":"https://ieeexplore.ieee.org/ielx7/6287639/6514899/09585709.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":"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":[{"id":"https://openalex.org/G2205640134","display_name":null,"funder_award_id":"MOST 109","funder_id":"https://openalex.org/F4320322795","funder_display_name":"Ministry of Science and Technology, Taiwan"},{"id":"https://openalex.org/G3365722850","display_name":null,"funder_award_id":"MOST 10","funder_id":"https://openalex.org/F4320322795","funder_display_name":"Ministry of Science and Technology, Taiwan"},{"id":"https://openalex.org/G3862518167","display_name":null,"funder_award_id":"MOST 109-","funder_id":"https://openalex.org/F4320322795","funder_display_name":"Ministry of Science and Technology, Taiwan"},{"id":"https://openalex.org/G4635145866","display_name":null,"funder_award_id":"MOST 109-2221-E-011-130-MY2","funder_id":"https://openalex.org/F4320322795","funder_display_name":"Ministry of Science and Technology, Taiwan"},{"id":"https://openalex.org/G7160539585","display_name":null,"funder_award_id":"Technology","funder_id":"https://openalex.org/F4320322795","funder_display_name":"Ministry of Science and Technology, Taiwan"},{"id":"https://openalex.org/G8985157498","display_name":null,"funder_award_id":"MOST 109-2221","funder_id":"https://openalex.org/F4320322795","funder_display_name":"Ministry of Science and Technology, Taiwan"}],"funders":[{"id":"https://openalex.org/F4320322795","display_name":"Ministry of Science and Technology, Taiwan","ror":"https://ror.org/02kv4zf79"}],"has_content":{"pdf":true,"grobid_xml":true},"content_urls":{"pdf":"https://content.openalex.org/works/W3210566337.pdf","grobid_xml":"https://content.openalex.org/works/W3210566337.grobid-xml"},"referenced_works_count":34,"referenced_works":["https://openalex.org/W632834085","https://openalex.org/W1550534467","https://openalex.org/W1960684477","https://openalex.org/W1964981296","https://openalex.org/W1999966855","https://openalex.org/W2017429132","https://openalex.org/W2030606032","https://openalex.org/W2034302239","https://openalex.org/W2039792291","https://openalex.org/W2039921426","https://openalex.org/W2052173733","https://openalex.org/W2052726545","https://openalex.org/W2061808471","https://openalex.org/W2108433431","https://openalex.org/W2147848346","https://openalex.org/W2155077890","https://openalex.org/W2158818043","https://openalex.org/W2314896697","https://openalex.org/W2336226252","https://openalex.org/W2560253279","https://openalex.org/W2579442275","https://openalex.org/W2773309771","https://openalex.org/W2773326826","https://openalex.org/W2790271229","https://openalex.org/W2894738656","https://openalex.org/W2962730651","https://openalex.org/W2963781481","https://openalex.org/W2991257032","https://openalex.org/W3002500969","https://openalex.org/W3094625321","https://openalex.org/W3108503501","https://openalex.org/W4231444725","https://openalex.org/W6698971544","https://openalex.org/W6786465187"],"related_works":["https://openalex.org/W3134134177","https://openalex.org/W4366975589","https://openalex.org/W3149563891","https://openalex.org/W4379526598","https://openalex.org/W2024732388","https://openalex.org/W2054644662","https://openalex.org/W3146457172","https://openalex.org/W2309179188","https://openalex.org/W2008544019","https://openalex.org/W1945316898"],"abstract_inverted_index":{"In":[0],"Taiwan,":[1],"falls":[2],"are":[3,35,67],"one":[4],"of":[5,9,30,60,85,96,113,134,150,175,181,194,218],"the":[6,24,28,111,114,132,143,192,216],"major":[7,63],"causes":[8],"permanent":[10],"disability":[11],"and":[12,33,70,100,121,137,140,153,168,196,202,204],"seeking":[13],"medical":[14],"care":[15],"in":[16,20,23,43,124,160,211],"older":[17,40,45,156,182],"adults.":[18,41],"One":[19,42],"seven":[21],"people":[22],"Taiwanese":[25],"population":[26],"exceeds":[27],"age":[29],"65":[31],"years,":[32],"there":[34],"roughly":[36],"4":[37],"million":[38],"community-dwelling":[39],"six":[44],"adults":[46,183],"have":[47],"fallen":[48],"or":[49],"been":[50],"diagnosed":[51],"with":[52],"Sarcopenia,":[53],"which":[54],"can":[55,184],"lead":[56],"to":[57,89,101,190,199,214],"a":[58],"loss":[59],"mobility.":[61,187],"The":[62,82,173],"identified":[64],"risk":[65,217],"factors":[66],"impaired":[68],"balance":[69],"gait.":[71],"Implementing":[72],"an":[73,79,91,103],"early-stage":[74],"prevention":[75,106],"system":[76],"is":[77,88],"already":[78],"urgent":[80],"requirement.":[81],"primary":[83],"objective":[84],"this":[86,176],"study":[87,109,177],"propose":[90],"artificial":[92],"intelligence":[93],"(AI)":[94],"Internet":[95],"Things":[97],"(IoT)":[98],"program":[99],"develop":[102],"easy-access":[104],"fall":[105],"system.":[107],"This":[108,188],"took":[110],"criteria":[112],"Asian":[115],"Working":[116],"Group":[117],"for":[118,165,170],"Sarcopenia":[119],"(AWGS)":[120],"implemented":[122],"it":[123],"field":[125,151],"practice.":[126],"Field":[127],"experts":[128],"reviewed":[129],"data":[130],"from":[131],"combination":[133],"gait":[135,161,195],"parameters":[136,139],"gesture":[138,197],"adaptively":[141],"modified":[142],"training":[144],"course":[145],"bi-weekly.":[146],"With":[147],"3":[148],"months":[149],"practice":[152],"intervention,":[154],"sub-healthy":[155],"adults\u2019":[157],"average":[158],"increase":[159],"speed":[162],"was":[163],"29.83%":[164],"male":[166],"participants":[167],"34.06%":[169],"female":[171],"participants.":[172],"results":[174],"demonstrate":[178],"that":[179,207],"rehabilitation":[180],"significantly":[185],"improve":[186],"helps":[189],"understand":[191],"relationship":[193],"patterns":[198],"walking":[200],"stability":[201],"strategies":[203],"adaptive":[205],"interventions":[206],"could":[208],"be":[209],"taught":[210],"expertise":[212],"programs":[213],"minimize":[215],"fall.":[219]},"counts_by_year":[{"year":2025,"cited_by_count":5},{"year":2024,"cited_by_count":3},{"year":2023,"cited_by_count":2},{"year":2022,"cited_by_count":1}],"updated_date":"2026-04-10T15:06:20.359241","created_date":"2025-10-10T00:00:00"}
