{"id":"https://openalex.org/W3139152875","doi":"https://doi.org/10.3390/s21062176","title":"Recognition of Bathroom Activities in Older Adults Using Wearable Sensors: A Systematic Review and Recommendations","display_name":"Recognition of Bathroom Activities in Older Adults Using Wearable Sensors: A Systematic Review and Recommendations","publication_year":2021,"publication_date":"2021-03-20","ids":{"openalex":"https://openalex.org/W3139152875","doi":"https://doi.org/10.3390/s21062176","mag":"3139152875","pmid":"https://pubmed.ncbi.nlm.nih.gov/33804626"},"language":"en","primary_location":{"id":"doi:10.3390/s21062176","is_oa":true,"landing_page_url":"https://doi.org/10.3390/s21062176","pdf_url":"https://www.mdpi.com/1424-8220/21/6/2176/pdf?version=1616472156","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/1424-8220/21/6/2176/pdf?version=1616472156","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5041970312","display_name":"Yiyuan Zhang","orcid":"https://orcid.org/0000-0002-4522-8354"},"institutions":[{"id":"https://openalex.org/I99464096","display_name":"KU Leuven","ror":"https://ror.org/05f950310","country_code":"BE","type":"education","lineage":["https://openalex.org/I99464096"]}],"countries":["BE"],"is_corresponding":true,"raw_author_name":"Yiyuan Zhang","raw_affiliation_strings":["KU Leuven, Stadius, Department of Electrical Engineering, 3001 Leuven, Belgium","KU Leuven, e-Media Research Lab, 3000 Leuven, Belgium"],"raw_orcid":"https://orcid.org/0000-0002-4522-8354","affiliations":[{"raw_affiliation_string":"KU Leuven, Stadius, Department of Electrical Engineering, 3001 Leuven, Belgium","institution_ids":["https://openalex.org/I99464096"]},{"raw_affiliation_string":"KU Leuven, e-Media Research Lab, 3000 Leuven, Belgium","institution_ids":["https://openalex.org/I99464096"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5046066894","display_name":"Ine D\u2019Haeseleer","orcid":"https://orcid.org/0000-0001-5455-3581"},"institutions":[{"id":"https://openalex.org/I99464096","display_name":"KU Leuven","ror":"https://ror.org/05f950310","country_code":"BE","type":"education","lineage":["https://openalex.org/I99464096"]}],"countries":["BE"],"is_corresponding":false,"raw_author_name":"Ine D\u2019Haeseleer","raw_affiliation_strings":["KU Leuven, HCI, Department of Computer Science, 3001 Leuven, Belgium","KU Leuven, e-Media Research Lab, 3000 Leuven, Belgium"],"raw_orcid":"https://orcid.org/0000-0001-5455-3581","affiliations":[{"raw_affiliation_string":"KU Leuven, HCI, Department of Computer Science, 3001 Leuven, Belgium","institution_ids":["https://openalex.org/I99464096"]},{"raw_affiliation_string":"KU Leuven, e-Media Research Lab, 3000 Leuven, Belgium","institution_ids":["https://openalex.org/I99464096"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5051273422","display_name":"Jos\u00e9 Coelho","orcid":"https://orcid.org/0000-0003-4108-8435"},"institutions":[{"id":"https://openalex.org/I141596103","display_name":"University of Lisbon","ror":"https://ror.org/01c27hj86","country_code":"PT","type":"education","lineage":["https://openalex.org/I141596103"]}],"countries":["PT"],"is_corresponding":false,"raw_author_name":"Jos\u00e9 Coelho","raw_affiliation_strings":["LaSIGE, Departamento de Inform\u00e1tica, Faculdade de Ci\u00eancias, Universidade de Lisboa, Campo Grande, 1749-016 Lisboa, Portugal"],"raw_orcid":"https://orcid.org/0000-0003-4108-8435","affiliations":[{"raw_affiliation_string":"LaSIGE, Departamento de Inform\u00e1tica, Faculdade de Ci\u00eancias, Universidade de Lisboa, Campo Grande, 1749-016 Lisboa, Portugal","institution_ids":["https://openalex.org/I141596103"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5003045863","display_name":"Vero Vanden Abeele","orcid":"https://orcid.org/0000-0002-3031-9579"},"institutions":[{"id":"https://openalex.org/I99464096","display_name":"KU Leuven","ror":"https://ror.org/05f950310","country_code":"BE","type":"education","lineage":["https://openalex.org/I99464096"]}],"countries":["BE"],"is_corresponding":false,"raw_author_name":"Vero Vanden Abeele","raw_affiliation_strings":["KU Leuven, HCI, Department of Computer Science, 3001 Leuven, Belgium","KU Leuven, e-Media Research Lab, 3000 Leuven, Belgium"],"raw_orcid":"https://orcid.org/0000-0002-3031-9579","affiliations":[{"raw_affiliation_string":"KU Leuven, HCI, Department of Computer Science, 3001 Leuven, Belgium","institution_ids":["https://openalex.org/I99464096"]},{"raw_affiliation_string":"KU Leuven, e-Media Research Lab, 3000 Leuven, Belgium","institution_ids":["https://openalex.org/I99464096"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5016823997","display_name":"Bart Vanrumste","orcid":"https://orcid.org/0000-0002-9409-935X"},"institutions":[{"id":"https://openalex.org/I99464096","display_name":"KU Leuven","ror":"https://ror.org/05f950310","country_code":"BE","type":"education","lineage":["https://openalex.org/I99464096"]}],"countries":["BE"],"is_corresponding":false,"raw_author_name":"Bart Vanrumste","raw_affiliation_strings":["KU Leuven, Stadius, Department of Electrical Engineering, 3001 Leuven, Belgium","KU Leuven, e-Media Research Lab, 3000 Leuven, Belgium"],"raw_orcid":"https://orcid.org/0000-0002-9409-935X","affiliations":[{"raw_affiliation_string":"KU Leuven, Stadius, Department of Electrical Engineering, 3001 Leuven, Belgium","institution_ids":["https://openalex.org/I99464096"]},{"raw_affiliation_string":"KU Leuven, e-Media Research Lab, 3000 Leuven, Belgium","institution_ids":["https://openalex.org/I99464096"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":2,"corresponding_author_ids":["https://openalex.org/A5041970312"],"corresponding_institution_ids":["https://openalex.org/I99464096"],"apc_list":{"value":2400,"currency":"CHF","value_usd":2673},"apc_paid":{"value":2400,"currency":"CHF","value_usd":2673},"fwci":0.6822,"has_fulltext":true,"cited_by_count":18,"citation_normalized_percentile":{"value":0.65048544,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":94,"max":99},"biblio":{"volume":"21","issue":"6","first_page":"2176","last_page":"2176"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10444","display_name":"Context-Aware Activity Recognition Systems","score":0.9980999827384949,"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"}},"topics":[{"id":"https://openalex.org/T10444","display_name":"Context-Aware Activity Recognition Systems","score":0.9980999827384949,"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/T10914","display_name":"Tactile and Sensory Interactions","score":0.9855999946594238,"subfield":{"id":"https://openalex.org/subfields/2805","display_name":"Cognitive 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/T11977","display_name":"Technology Use by Older Adults","score":0.9480000138282776,"subfield":{"id":"https://openalex.org/subfields/3317","display_name":"Demography"},"field":{"id":"https://openalex.org/fields/33","display_name":"Social Sciences"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/wearable-computer","display_name":"Wearable computer","score":0.8608884811401367},{"id":"https://openalex.org/keywords/activities-of-daily-living","display_name":"Activities of daily living","score":0.6838216781616211},{"id":"https://openalex.org/keywords/activity-recognition","display_name":"Activity recognition","score":0.5859887003898621},{"id":"https://openalex.org/keywords/generality","display_name":"Generality","score":0.5619210600852966},{"id":"https://openalex.org/keywords/wearable-technology","display_name":"Wearable technology","score":0.4763891100883484},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.4320732355117798},{"id":"https://openalex.org/keywords/population","display_name":"Population","score":0.42122024297714233},{"id":"https://openalex.org/keywords/human\u2013computer-interaction","display_name":"Human\u2013computer interaction","score":0.4076092541217804},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.3422653079032898},{"id":"https://openalex.org/keywords/psychology","display_name":"Psychology","score":0.25717034935951233},{"id":"https://openalex.org/keywords/medicine","display_name":"Medicine","score":0.20746314525604248},{"id":"https://openalex.org/keywords/physical-therapy","display_name":"Physical therapy","score":0.10101518034934998}],"concepts":[{"id":"https://openalex.org/C150594956","wikidata":"https://www.wikidata.org/wiki/Q1334829","display_name":"Wearable computer","level":2,"score":0.8608884811401367},{"id":"https://openalex.org/C79544238","wikidata":"https://www.wikidata.org/wiki/Q423243","display_name":"Activities of daily living","level":2,"score":0.6838216781616211},{"id":"https://openalex.org/C121687571","wikidata":"https://www.wikidata.org/wiki/Q4677630","display_name":"Activity recognition","level":2,"score":0.5859887003898621},{"id":"https://openalex.org/C2780767217","wikidata":"https://www.wikidata.org/wiki/Q5532421","display_name":"Generality","level":2,"score":0.5619210600852966},{"id":"https://openalex.org/C54290928","wikidata":"https://www.wikidata.org/wiki/Q4845080","display_name":"Wearable technology","level":3,"score":0.4763891100883484},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.4320732355117798},{"id":"https://openalex.org/C2908647359","wikidata":"https://www.wikidata.org/wiki/Q2625603","display_name":"Population","level":2,"score":0.42122024297714233},{"id":"https://openalex.org/C107457646","wikidata":"https://www.wikidata.org/wiki/Q207434","display_name":"Human\u2013computer interaction","level":1,"score":0.4076092541217804},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.3422653079032898},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.25717034935951233},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.20746314525604248},{"id":"https://openalex.org/C1862650","wikidata":"https://www.wikidata.org/wiki/Q186005","display_name":"Physical therapy","level":1,"score":0.10101518034934998},{"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/C149635348","wikidata":"https://www.wikidata.org/wiki/Q193040","display_name":"Embedded system","level":1,"score":0.0},{"id":"https://openalex.org/C542102704","wikidata":"https://www.wikidata.org/wiki/Q183257","display_name":"Psychotherapist","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":"D000203","descriptor_name":"Activities of Daily Living","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D000203","descriptor_name":"Activities of Daily Living","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D000203","descriptor_name":"Activities of Daily Living","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D000203","descriptor_name":"Activities of Daily Living","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":"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":"D009068","descriptor_name":"Movement","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D009068","descriptor_name":"Movement","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D009068","descriptor_name":"Movement","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D009068","descriptor_name":"Movement","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D014038","descriptor_name":"Toilet Facilities","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D014038","descriptor_name":"Toilet Facilities","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D014038","descriptor_name":"Toilet Facilities","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D014038","descriptor_name":"Toilet Facilities","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D021641","descriptor_name":"Recognition, Psychology","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D021641","descriptor_name":"Recognition, Psychology","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D021641","descriptor_name":"Recognition, Psychology","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D021641","descriptor_name":"Recognition, Psychology","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false}],"locations_count":6,"locations":[{"id":"doi:10.3390/s21062176","is_oa":true,"landing_page_url":"https://doi.org/10.3390/s21062176","pdf_url":"https://www.mdpi.com/1424-8220/21/6/2176/pdf?version=1616472156","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:33804626","is_oa":false,"landing_page_url":"https://pubmed.ncbi.nlm.nih.gov/33804626","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:lirias2repo.kuleuven.be:123456789/672675","is_oa":true,"landing_page_url":"https://lirias.kuleuven.be/handle/123456789/672675","pdf_url":null,"source":{"id":"https://openalex.org/S7407055369","display_name":"Lirias","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":"other-oa","license_id":"https://openalex.org/licenses/other-oa","version":"acceptedVersion","is_accepted":true,"is_published":false,"raw_source_name":"Sensors, vol. 21 (6), Art.No. 2176","raw_type":"info:eu-repo/semantics/article"},{"id":"pmh:oai:doaj.org/article:ef0d458d2de54c9d84638d68598ba573","is_oa":true,"landing_page_url":"https://doaj.org/article/ef0d458d2de54c9d84638d68598ba573","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 21, Iss 6, p 2176 (2021)","raw_type":"article"},{"id":"pmh:oai:mdpi.com:/1424-8220/21/6/2176/","is_oa":true,"landing_page_url":"https://dx.doi.org/10.3390/s21062176","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 21; Issue 6; Pages: 2176","raw_type":"Text"},{"id":"pmh:oai:pubmedcentral.nih.gov:8003704","is_oa":true,"landing_page_url":"https://www.ncbi.nlm.nih.gov/pmc/articles/8003704","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"}],"best_oa_location":{"id":"doi:10.3390/s21062176","is_oa":true,"landing_page_url":"https://doi.org/10.3390/s21062176","pdf_url":"https://www.mdpi.com/1424-8220/21/6/2176/pdf?version=1616472156","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":[],"funders":[],"has_content":{"pdf":true,"grobid_xml":true},"content_urls":{"pdf":"https://content.openalex.org/works/W3139152875.pdf","grobid_xml":"https://content.openalex.org/works/W3139152875.grobid-xml"},"referenced_works_count":97,"referenced_works":["https://openalex.org/W1112210200","https://openalex.org/W1427771051","https://openalex.org/W1517879342","https://openalex.org/W1534777581","https://openalex.org/W1551782597","https://openalex.org/W1591261915","https://openalex.org/W1696970971","https://openalex.org/W1911418635","https://openalex.org/W1963876782","https://openalex.org/W1974220488","https://openalex.org/W1991181258","https://openalex.org/W1993220166","https://openalex.org/W1995083258","https://openalex.org/W2006233203","https://openalex.org/W2008311091","https://openalex.org/W2010298801","https://openalex.org/W2013447571","https://openalex.org/W2015286894","https://openalex.org/W2017692674","https://openalex.org/W2018185417","https://openalex.org/W2020432340","https://openalex.org/W2023983868","https://openalex.org/W2030170914","https://openalex.org/W2034551501","https://openalex.org/W2035481252","https://openalex.org/W2075457858","https://openalex.org/W2081011241","https://openalex.org/W2081114569","https://openalex.org/W2081763525","https://openalex.org/W2090387013","https://openalex.org/W2090544026","https://openalex.org/W2107686700","https://openalex.org/W2128396194","https://openalex.org/W2132791018","https://openalex.org/W2135877633","https://openalex.org/W2141136456","https://openalex.org/W2143688594","https://openalex.org/W2155877564","https://openalex.org/W2156098321","https://openalex.org/W2158449659","https://openalex.org/W2159225997","https://openalex.org/W2162800060","https://openalex.org/W2171910033","https://openalex.org/W2192249782","https://openalex.org/W2213988996","https://openalex.org/W2267258073","https://openalex.org/W2299803487","https://openalex.org/W2371815651","https://openalex.org/W2408681670","https://openalex.org/W2510651343","https://openalex.org/W2554585935","https://openalex.org/W2576917110","https://openalex.org/W2600980968","https://openalex.org/W2606460416","https://openalex.org/W2612965162","https://openalex.org/W2615649472","https://openalex.org/W2615693312","https://openalex.org/W2620664872","https://openalex.org/W2621059966","https://openalex.org/W2755650259","https://openalex.org/W2765275233","https://openalex.org/W2774547475","https://openalex.org/W2775587497","https://openalex.org/W2784204938","https://openalex.org/W2784267469","https://openalex.org/W2785760873","https://openalex.org/W2796075560","https://openalex.org/W2801018742","https://openalex.org/W2889497885","https://openalex.org/W2896781112","https://openalex.org/W2898794430","https://openalex.org/W2903973926","https://openalex.org/W2907255073","https://openalex.org/W2910463150","https://openalex.org/W2943952292","https://openalex.org/W2945513018","https://openalex.org/W2962727981","https://openalex.org/W2963230597","https://openalex.org/W2963373106","https://openalex.org/W2969966229","https://openalex.org/W2972660824","https://openalex.org/W2972854536","https://openalex.org/W2994749118","https://openalex.org/W2997667424","https://openalex.org/W3001316388","https://openalex.org/W3004569573","https://openalex.org/W3010127525","https://openalex.org/W3011176584","https://openalex.org/W3046503247","https://openalex.org/W3101667008","https://openalex.org/W3159464290","https://openalex.org/W3201806455","https://openalex.org/W4294215472","https://openalex.org/W6626998830","https://openalex.org/W6631975610","https://openalex.org/W6656242503","https://openalex.org/W6751035969"],"related_works":["https://openalex.org/W2117913171","https://openalex.org/W3090300519","https://openalex.org/W2514492205","https://openalex.org/W4250401876","https://openalex.org/W2943851981","https://openalex.org/W2989668789","https://openalex.org/W2566526749","https://openalex.org/W4312127264","https://openalex.org/W3047461507","https://openalex.org/W2582769230"],"abstract_inverted_index":{"This":[0,47,110],"article":[1],"provides":[2],"a":[3,175],"systematic":[4],"review":[5,128],"of":[6,24,26,41,54,84,102,170,188,198],"studies":[7,116],"on":[8,32,81],"recognising":[9],"bathroom":[10,57,90,144],"activities":[11,19,34,91],"in":[12,120,124,130],"older":[13,42,86],"adults":[14,43],"using":[15],"wearable":[16,60,93,171],"sensors.":[17,94],"Bathroom":[18],"are":[20],"an":[21,52,199],"important":[22],"part":[23],"Activities":[25],"Daily":[27],"Living":[28],"(ADL).":[29],"The":[30],"performance":[31,197],"ADL":[33],"is":[35],"used":[36],"to":[37,44,50,77,140],"predict":[38],"the":[39,55,59,67,107,153,165,186],"ability":[40],"live":[45],"independently.":[46],"paper":[48],"aims":[49],"provide":[51],"overview":[53],"studied":[56],"activities,":[58,145],"sensors":[61],"used,":[62],"different":[63],"applied":[64],"methodologies":[65],"and":[66,92,160,168,190,195],"tested":[68],"activity":[69,88],"recognition":[70],"techniques.":[71],"Six":[72],"databases":[73],"were":[74,100],"screened":[75],"up":[76],"March":[78],"2020,":[79],"based":[80],"four":[82],"categories":[83],"keywords:":[85],"adults,":[87],"recognition,":[89],"In":[95,136],"total,":[96],"4262":[97],"unique":[98],"papers":[99],"found,":[101],"which":[103],"only":[104],"seven":[105],"met":[106],"inclusion":[108],"criteria.":[109],"small":[111],"number":[112,167],"shows":[113],"that":[114],"few":[115],"have":[117],"been":[118],"conducted":[119],"this":[121,126],"field.":[122],"Therefore,":[123],"addition,":[125],"critical":[127],"resulted":[129],"several":[131],"recommendations":[132],"for":[133],"future":[134],"studies.":[135],"particular,":[137],"we":[138],"recommend":[139],"(1)":[141],"study":[142],"complex":[143],"including":[146],"multiple":[147],"movements;":[148],"(2)":[149],"recruit":[150],"participants,":[151],"especially":[152],"target":[154],"population;":[155],"(3)":[156],"conduct":[157],"both":[158,193],"lab":[159],"real-life":[161],"experiments;":[162],"(4)":[163],"investigate":[164,180,192],"optimal":[166],"positions":[169],"sensors;":[172],"(5)":[173],"choose":[174],"suitable":[176],"annotation":[177],"method;":[178],"(6)":[179],"deep":[181],"learning":[182],"models;":[183],"(7)":[184],"evaluate":[185],"generality":[187],"classifiers;":[189],"(8)":[191],"detection":[194],"quality":[196],"activity.":[200]},"counts_by_year":[{"year":2025,"cited_by_count":6},{"year":2024,"cited_by_count":7},{"year":2023,"cited_by_count":2},{"year":2022,"cited_by_count":3}],"updated_date":"2026-07-22T07:51:19.307946","created_date":"2025-10-10T00:00:00"}