{"id":"https://openalex.org/W4296100703","doi":"https://doi.org/10.3390/s22186752","title":"A Systematic Review of Wearable Sensor-Based Technologies for Fall Risk Assessment in Older Adults","display_name":"A Systematic Review of Wearable Sensor-Based Technologies for Fall Risk Assessment in Older Adults","publication_year":2022,"publication_date":"2022-09-07","ids":{"openalex":"https://openalex.org/W4296100703","doi":"https://doi.org/10.3390/s22186752","pmid":"https://pubmed.ncbi.nlm.nih.gov/36146103"},"language":"en","primary_location":{"id":"doi:10.3390/s22186752","is_oa":true,"landing_page_url":"https://doi.org/10.3390/s22186752","pdf_url":"https://www.mdpi.com/1424-8220/22/18/6752/pdf?version=1662608795","source":{"id":"https://openalex.org/S101949793","display_name":"Sensors","issn_l":"1424-8220","issn":["1424-8220"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310310987","host_organization_name":"Multidisciplinary Digital Publishing Institute","host_organization_lineage":["https://openalex.org/P4310310987"],"host_organization_lineage_names":["Multidisciplinary Digital Publishing Institute"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Sensors","raw_type":"journal-article"},"type":"review","indexed_in":["crossref","doaj","pubmed"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://www.mdpi.com/1424-8220/22/18/6752/pdf?version=1662608795","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5077037940","display_name":"Manting Chen","orcid":"https://orcid.org/0000-0002-9543-4367"},"institutions":[{"id":"https://openalex.org/I157773358","display_name":"Sun Yat-sen University","ror":"https://ror.org/0064kty71","country_code":"CN","type":"education","lineage":["https://openalex.org/I157773358"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Manting Chen","raw_affiliation_strings":["School of Public Health (Shenzhen), Sun Yat-sen University, Shenzhen 518000, China"],"raw_orcid":"https://orcid.org/0000-0002-9543-4367","affiliations":[{"raw_affiliation_string":"School of Public Health (Shenzhen), Sun Yat-sen University, Shenzhen 518000, China","institution_ids":["https://openalex.org/I157773358"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101760129","display_name":"Hailiang Wang","orcid":"https://orcid.org/0000-0002-6668-7947"},"institutions":[{"id":"https://openalex.org/I14243506","display_name":"Hong Kong Polytechnic University","ror":"https://ror.org/0030zas98","country_code":"HK","type":"education","lineage":["https://openalex.org/I14243506"]}],"countries":["HK"],"is_corresponding":false,"raw_author_name":"Hailiang Wang","raw_affiliation_strings":["School of Design, The Hong Kong Polytechnic University, Hung Hom, Hong Kong, China"],"raw_orcid":"https://orcid.org/0000-0002-6668-7947","affiliations":[{"raw_affiliation_string":"School of Design, The Hong Kong Polytechnic University, Hung Hom, Hong Kong, China","institution_ids":["https://openalex.org/I14243506"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5011078484","display_name":"Lisha Yu","orcid":"https://orcid.org/0000-0001-8025-6396"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Lisha Yu","raw_affiliation_strings":["Shenzhen Enstech Technology Co., Ltd., Shenzhen 518000, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Shenzhen Enstech Technology Co., Ltd., Shenzhen 518000, China","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5104040661","display_name":"Eric Yeung","orcid":null},"institutions":[{"id":"https://openalex.org/I4210141719","display_name":"University of Hong Kong - Shenzhen Hospital","ror":"https://ror.org/047w7d678","country_code":"CN","type":"healthcare","lineage":["https://openalex.org/I4210141719"]},{"id":"https://openalex.org/I889458895","display_name":"University of Hong Kong","ror":"https://ror.org/02zhqgq86","country_code":"HK","type":"education","lineage":["https://openalex.org/I889458895"]}],"countries":["CN","HK"],"is_corresponding":false,"raw_author_name":"Eric Hiu Kwong Yeung","raw_affiliation_strings":["Department of Physiotherapy, The University of Hong Kong-Shenzhen Hospital, Shenzhen 518000, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Physiotherapy, The University of Hong Kong-Shenzhen Hospital, Shenzhen 518000, China","institution_ids":["https://openalex.org/I889458895","https://openalex.org/I4210141719"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5075638298","display_name":"Jiajia Luo","orcid":"https://orcid.org/0000-0002-9965-7664"},"institutions":[{"id":"https://openalex.org/I157773358","display_name":"Sun Yat-sen University","ror":"https://ror.org/0064kty71","country_code":"CN","type":"education","lineage":["https://openalex.org/I157773358"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Jiajia Luo","raw_affiliation_strings":["School of Public Health (Shenzhen), Sun Yat-sen University, Shenzhen 518000, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Public Health (Shenzhen), Sun Yat-sen University, Shenzhen 518000, China","institution_ids":["https://openalex.org/I157773358"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5002878668","display_name":"Kwok\u2010Leung Tsui","orcid":"https://orcid.org/0000-0002-0558-2279"},"institutions":[{"id":"https://openalex.org/I859038795","display_name":"Virginia Tech","ror":"https://ror.org/02smfhw86","country_code":"US","type":"education","lineage":["https://openalex.org/I859038795"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Kwok-Leung Tsui","raw_affiliation_strings":["Grado Department of Industrial and Systems Engineering, Virginia Polytechnic Institute and State University, Blacksburg, VA 24061, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Grado Department of Industrial and Systems Engineering, Virginia Polytechnic Institute and State University, Blacksburg, VA 24061, USA","institution_ids":["https://openalex.org/I859038795"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5074793684","display_name":"Yang Zhao","orcid":"https://orcid.org/0000-0002-4524-4514"},"institutions":[{"id":"https://openalex.org/I157773358","display_name":"Sun Yat-sen University","ror":"https://ror.org/0064kty71","country_code":"CN","type":"education","lineage":["https://openalex.org/I157773358"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Yang Zhao","raw_affiliation_strings":["School of Public Health (Shenzhen), Sun Yat-sen University, Shenzhen 518000, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Public Health (Shenzhen), Sun Yat-sen University, Shenzhen 518000, China","institution_ids":["https://openalex.org/I157773358"]}]}],"institutions":[],"countries_distinct_count":3,"institutions_distinct_count":7,"corresponding_author_ids":["https://openalex.org/A5074793684"],"corresponding_institution_ids":["https://openalex.org/I157773358"],"apc_list":{"value":2400,"currency":"CHF","value_usd":2598},"apc_paid":{"value":2400,"currency":"CHF","value_usd":2598},"fwci":26.6515,"has_fulltext":true,"cited_by_count":84,"citation_normalized_percentile":{"value":0.99815918,"is_in_top_1_percent":true,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":99,"max":100},"biblio":{"volume":"22","issue":"18","first_page":"6752","last_page":"6752"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10114","display_name":"Balance, Gait, and Falls Prevention","score":0.9980000257492065,"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":0.9980000257492065,"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/T10444","display_name":"Context-Aware Activity Recognition Systems","score":0.9972000122070312,"subfield":{"id":"https://openalex.org/subfields/1707","display_name":"Computer Vision and Pattern Recognition"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T11196","display_name":"Non-Invasive Vital Sign Monitoring","score":0.9782000184059143,"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":0.8043575882911682},{"id":"https://openalex.org/keywords/risk-assessment","display_name":"Risk assessment","score":0.6134181618690491},{"id":"https://openalex.org/keywords/accidental-fall","display_name":"Accidental fall","score":0.5665340423583984},{"id":"https://openalex.org/keywords/risk-analysis","display_name":"Risk analysis (engineering)","score":0.5283192992210388},{"id":"https://openalex.org/keywords/fall-prevention","display_name":"Fall prevention","score":0.5248299241065979},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.4767937660217285},{"id":"https://openalex.org/keywords/poison-control","display_name":"Poison control","score":0.3504806160926819},{"id":"https://openalex.org/keywords/data-science","display_name":"Data science","score":0.337139368057251},{"id":"https://openalex.org/keywords/human-factors-and-ergonomics","display_name":"Human factors and ergonomics","score":0.30443650484085083},{"id":"https://openalex.org/keywords/computer-security","display_name":"Computer security","score":0.2588587999343872},{"id":"https://openalex.org/keywords/medicine","display_name":"Medicine","score":0.19952386617660522},{"id":"https://openalex.org/keywords/embedded-system","display_name":"Embedded system","score":0.13820430636405945},{"id":"https://openalex.org/keywords/medical-emergency","display_name":"Medical emergency","score":0.10424420237541199}],"concepts":[{"id":"https://openalex.org/C150594956","wikidata":"https://www.wikidata.org/wiki/Q1334829","display_name":"Wearable computer","level":2,"score":0.8043575882911682},{"id":"https://openalex.org/C12174686","wikidata":"https://www.wikidata.org/wiki/Q1058438","display_name":"Risk assessment","level":2,"score":0.6134181618690491},{"id":"https://openalex.org/C2909930183","wikidata":"https://www.wikidata.org/wiki/Q333495","display_name":"Accidental fall","level":2,"score":0.5665340423583984},{"id":"https://openalex.org/C112930515","wikidata":"https://www.wikidata.org/wiki/Q4389547","display_name":"Risk analysis (engineering)","level":1,"score":0.5283192992210388},{"id":"https://openalex.org/C2776516907","wikidata":"https://www.wikidata.org/wiki/Q5432181","display_name":"Fall prevention","level":4,"score":0.5248299241065979},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.4767937660217285},{"id":"https://openalex.org/C3017944768","wikidata":"https://www.wikidata.org/wiki/Q1450463","display_name":"Poison control","level":2,"score":0.3504806160926819},{"id":"https://openalex.org/C2522767166","wikidata":"https://www.wikidata.org/wiki/Q2374463","display_name":"Data science","level":1,"score":0.337139368057251},{"id":"https://openalex.org/C166735990","wikidata":"https://www.wikidata.org/wiki/Q1750812","display_name":"Human factors and ergonomics","level":3,"score":0.30443650484085083},{"id":"https://openalex.org/C38652104","wikidata":"https://www.wikidata.org/wiki/Q3510521","display_name":"Computer security","level":1,"score":0.2588587999343872},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.19952386617660522},{"id":"https://openalex.org/C149635348","wikidata":"https://www.wikidata.org/wiki/Q193040","display_name":"Embedded system","level":1,"score":0.13820430636405945},{"id":"https://openalex.org/C545542383","wikidata":"https://www.wikidata.org/wiki/Q2751242","display_name":"Medical emergency","level":1,"score":0.10424420237541199},{"id":"https://openalex.org/C141071460","wikidata":"https://www.wikidata.org/wiki/Q40821","display_name":"Surgery","level":1,"score":0.0}],"mesh":[{"descriptor_ui":"D000076251","descriptor_name":"Wearable Electronic Devices","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D000076251","descriptor_name":"Wearable Electronic Devices","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D000076251","descriptor_name":"Wearable Electronic Devices","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D000076251","descriptor_name":"Wearable Electronic Devices","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D000076251","descriptor_name":"Wearable Electronic Devices","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D000368","descriptor_name":"Aged","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D000368","descriptor_name":"Aged","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D000368","descriptor_name":"Aged","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D000368","descriptor_name":"Aged","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D000368","descriptor_name":"Aged","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":"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":"D018570","descriptor_name":"Risk Assessment","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":false},{"descriptor_ui":"D018570","descriptor_name":"Risk Assessment","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":false},{"descriptor_ui":"D018570","descriptor_name":"Risk Assessment","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":false},{"descriptor_ui":"D018570","descriptor_name":"Risk Assessment","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":false},{"descriptor_ui":"D018570","descriptor_name":"Risk Assessment","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":false},{"descriptor_ui":"D057187","descriptor_name":"Independent Living","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D057187","descriptor_name":"Independent Living","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D057187","descriptor_name":"Independent Living","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D057187","descriptor_name":"Independent Living","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D057187","descriptor_name":"Independent Living","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true}],"locations_count":6,"locations":[{"id":"doi:10.3390/s22186752","is_oa":true,"landing_page_url":"https://doi.org/10.3390/s22186752","pdf_url":"https://www.mdpi.com/1424-8220/22/18/6752/pdf?version=1662608795","source":{"id":"https://openalex.org/S101949793","display_name":"Sensors","issn_l":"1424-8220","issn":["1424-8220"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310310987","host_organization_name":"Multidisciplinary Digital Publishing Institute","host_organization_lineage":["https://openalex.org/P4310310987"],"host_organization_lineage_names":["Multidisciplinary Digital Publishing Institute"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Sensors","raw_type":"journal-article"},{"id":"pmid:36146103","is_oa":false,"landing_page_url":"https://pubmed.ncbi.nlm.nih.gov/36146103","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":"Sensors (Basel, Switzerland)","raw_type":null},{"id":"pmh:oai:doaj.org/article:0bfa178f7c084ecebb46f92f8a51d1fc","is_oa":true,"landing_page_url":"https://doaj.org/article/0bfa178f7c084ecebb46f92f8a51d1fc","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":"Sensors, Vol 22, Iss 18, p 6752 (2022)","raw_type":"article"},{"id":"pmh:oai:mdpi.com:/1424-8220/22/18/6752/","is_oa":true,"landing_page_url":"https://dx.doi.org/10.3390/s22186752","pdf_url":null,"source":{"id":"https://openalex.org/S4306400947","display_name":"MDPI (MDPI AG)","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I4210097602","host_organization_name":"Multidisciplinary Digital Publishing Institute (Switzerland)","host_organization_lineage":["https://openalex.org/I4210097602"],"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":"Sensors; Volume 22; Issue 18; Pages: 6752","raw_type":"Text"},{"id":"pmh:oai:pubmedcentral.nih.gov:9504041","is_oa":true,"landing_page_url":"https://www.ncbi.nlm.nih.gov/pmc/articles/9504041","pdf_url":null,"source":{"id":"https://openalex.org/S2764455111","display_name":"PubMed Central","issn_l":null,"issn":null,"is_oa":true,"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":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Sensors (Basel)","raw_type":"Text"},{"id":"pmh:oai:vtechworks.lib.vt.edu:10919/111756","is_oa":true,"landing_page_url":"http://hdl.handle.net/10919/111756","pdf_url":null,"source":{"id":"https://openalex.org/S4306400248","display_name":"VTechWorks (Virginia Tech)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I859038795","host_organization_name":"Virginia Tech","host_organization_lineage":["https://openalex.org/I859038795"],"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":null,"raw_type":"Text"}],"best_oa_location":{"id":"doi:10.3390/s22186752","is_oa":true,"landing_page_url":"https://doi.org/10.3390/s22186752","pdf_url":"https://www.mdpi.com/1424-8220/22/18/6752/pdf?version=1662608795","source":{"id":"https://openalex.org/S101949793","display_name":"Sensors","issn_l":"1424-8220","issn":["1424-8220"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310310987","host_organization_name":"Multidisciplinary Digital Publishing Institute","host_organization_lineage":["https://openalex.org/P4310310987"],"host_organization_lineage_names":["Multidisciplinary Digital Publishing Institute"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Sensors","raw_type":"journal-article"},"sustainable_development_goals":[],"awards":[{"id":"https://openalex.org/G6273885384","display_name":null,"funder_award_id":"P0036146","funder_id":"https://openalex.org/F4320322598","funder_display_name":"Hong Kong Polytechnic University"}],"funders":[{"id":"https://openalex.org/F4320321160","display_name":"Sun Yat-sen University","ror":"https://ror.org/0064kty71"},{"id":"https://openalex.org/F4320322598","display_name":"Hong Kong Polytechnic University","ror":"https://ror.org/0030zas98"}],"has_content":{"pdf":true,"grobid_xml":true},"content_urls":{"pdf":"https://content.openalex.org/works/W4296100703.pdf","grobid_xml":"https://content.openalex.org/works/W4296100703.grobid-xml"},"referenced_works_count":72,"referenced_works":["https://openalex.org/W569784493","https://openalex.org/W1573298683","https://openalex.org/W1615893186","https://openalex.org/W1723129825","https://openalex.org/W1930652985","https://openalex.org/W2016867289","https://openalex.org/W2026345002","https://openalex.org/W2059801293","https://openalex.org/W2078839611","https://openalex.org/W2101115134","https://openalex.org/W2110287452","https://openalex.org/W2110320181","https://openalex.org/W2119878770","https://openalex.org/W2127864943","https://openalex.org/W2133501724","https://openalex.org/W2134857072","https://openalex.org/W2260232300","https://openalex.org/W2280304830","https://openalex.org/W2322968233","https://openalex.org/W2515786396","https://openalex.org/W2539453434","https://openalex.org/W2597642773","https://openalex.org/W2604977506","https://openalex.org/W2606785609","https://openalex.org/W2618146632","https://openalex.org/W2621543313","https://openalex.org/W2624012619","https://openalex.org/W2753616231","https://openalex.org/W2753777934","https://openalex.org/W2789259524","https://openalex.org/W2791636814","https://openalex.org/W2796213524","https://openalex.org/W2803242616","https://openalex.org/W2804907753","https://openalex.org/W2893055468","https://openalex.org/W2894649355","https://openalex.org/W2899078929","https://openalex.org/W2919115771","https://openalex.org/W2944700305","https://openalex.org/W2970565946","https://openalex.org/W2971418245","https://openalex.org/W2996654865","https://openalex.org/W3008308086","https://openalex.org/W3016806720","https://openalex.org/W3033755023","https://openalex.org/W3080817534","https://openalex.org/W3095690964","https://openalex.org/W3101690499","https://openalex.org/W3107230653","https://openalex.org/W3109363121","https://openalex.org/W3134736088","https://openalex.org/W3139523096","https://openalex.org/W3153057760","https://openalex.org/W3162702221","https://openalex.org/W3164034211","https://openalex.org/W3179656520","https://openalex.org/W3179686098","https://openalex.org/W3191137513","https://openalex.org/W3199345555","https://openalex.org/W3206029486","https://openalex.org/W3206418279","https://openalex.org/W3208949470","https://openalex.org/W4210795304","https://openalex.org/W4220792232","https://openalex.org/W4221110099","https://openalex.org/W4224109388","https://openalex.org/W4226416914","https://openalex.org/W4253040087","https://openalex.org/W4313372814","https://openalex.org/W6634538222","https://openalex.org/W6726356775","https://openalex.org/W6803267037"],"related_works":["https://openalex.org/W1589524417","https://openalex.org/W2518483678","https://openalex.org/W2336352989","https://openalex.org/W2753877927","https://openalex.org/W3030628588","https://openalex.org/W1970771884","https://openalex.org/W2899507413","https://openalex.org/W2198543834","https://openalex.org/W3156054252","https://openalex.org/W2041213259"],"abstract_inverted_index":{"Falls":[0],"have":[1,47],"been":[2],"recognized":[3],"as":[4,135],"the":[5,49,70,151,182],"major":[6],"cause":[7],"of":[8,22,51,63,73,86,124,184],"accidental":[9],"death":[10],"and":[11,17,33,43,54,115,142,145,171,187],"injury":[12],"in":[13,39,93],"people":[14],"aged":[15],"65":[16],"above.":[18],"The":[19,61,122],"timely":[20],"prediction":[21,127],"fall":[23,58,78,119,125,177],"risks":[24],"can":[25,128],"help":[26],"identify":[27,166],"older":[28,83],"adults":[29],"prone":[30],"to":[31,57,67,101,165],"falls":[32],"implement":[34],"preventive":[35],"interventions.":[36],"Recent":[37],"advancements":[38],"wearable":[40,74],"sensor-based":[41,75],"technologies":[42,76,186],"big":[44],"data":[45,143,188],"analysis":[46],"spurred":[48],"development":[50],"accurate,":[52],"affordable,":[53],"easy-to-use":[55],"approaches":[56,104,111],"risk":[59,79,120,126,178],"assessment.":[60,121],"objective":[62],"this":[64,94],"study":[65],"was":[66,99],"systematically":[68],"assess":[69],"current":[71],"state":[72],"for":[77,118,156,176],"assessment":[80,179],"among":[81],"community-dwelling":[82],"adults.":[84],"Twenty-five":[85],"614":[87],"identified":[88],"research":[89],"articles":[90],"were":[91],"included":[92],"review.":[95],"A":[96],"comprehensive":[97],"comparison":[98],"conducted":[100],"evaluate":[102],"these":[103,110],"from":[105,150],"several":[106],"perspectives.":[107],"In":[108],"general,":[109],"provide":[112],"an":[113],"accurate":[114],"effective":[116],"surrogate":[117],"accuracy":[123],"be":[129],"influenced":[130],"by":[131],"various":[132],"factors":[133],"such":[134],"sensor":[136,138,185],"location,":[137],"type,":[139],"features":[140,170],"utilized,":[141],"processing":[144],"modeling":[146],"techniques.":[147],"Features":[148],"constructed":[149],"raw":[152],"signals":[153],"are":[154,163],"essential":[155],"predictive":[157],"model":[158],"development.":[159],"However,":[160],"more":[161],"investigations":[162],"needed":[164],"distinct,":[167],"clinically":[168],"interpretable":[169],"develop":[172],"a":[173],"general":[174],"framework":[175],"based":[180],"on":[181],"integration":[183],"modeling.":[189]},"counts_by_year":[{"year":2026,"cited_by_count":16},{"year":2025,"cited_by_count":26},{"year":2024,"cited_by_count":31},{"year":2023,"cited_by_count":11}],"updated_date":"2026-05-11T08:15:01.531666","created_date":"2025-10-10T00:00:00"}