{"id":"https://openalex.org/W4399297662","doi":"https://doi.org/10.3390/fi16060197","title":"In-Home Evaluation of the Neo Care Artificial Intelligence Sound-Based Fall Detection System","display_name":"In-Home Evaluation of the Neo Care Artificial Intelligence Sound-Based Fall Detection System","publication_year":2024,"publication_date":"2024-06-02","ids":{"openalex":"https://openalex.org/W4399297662","doi":"https://doi.org/10.3390/fi16060197"},"language":"en","primary_location":{"id":"doi:10.3390/fi16060197","is_oa":true,"landing_page_url":"https://doi.org/10.3390/fi16060197","pdf_url":"https://www.mdpi.com/1999-5903/16/6/197/pdf?version=1717322066","source":{"id":"https://openalex.org/S34838331","display_name":"Future Internet","issn_l":"1999-5903","issn":["1999-5903"],"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":"Future Internet","raw_type":"journal-article"},"type":"article","indexed_in":["crossref","doaj"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://www.mdpi.com/1999-5903/16/6/197/pdf?version=1717322066","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5055454567","display_name":"Carol Maher","orcid":"https://orcid.org/0000-0002-8676-0224"},"institutions":[{"id":"https://openalex.org/I170239107","display_name":"University of South Australia","ror":"https://ror.org/01p93h210","country_code":"AU","type":"education","lineage":["https://openalex.org/I170239107"]}],"countries":["AU"],"is_corresponding":false,"raw_author_name":"Carol Maher","raw_affiliation_strings":["Alliance for Research in Exercise, Nutrition and Activity, University of South Australia, Adelaide, SA 5001, Australia","Allied Health and Human Performance, University of South Australia, Adelaide, SA 5001, Australia"],"raw_orcid":"https://orcid.org/0000-0002-8676-0224","affiliations":[{"raw_affiliation_string":"Alliance for Research in Exercise, Nutrition and Activity, University of South Australia, Adelaide, SA 5001, Australia","institution_ids":["https://openalex.org/I170239107"]},{"raw_affiliation_string":"Allied Health and Human Performance, University of South Australia, Adelaide, SA 5001, Australia","institution_ids":["https://openalex.org/I170239107"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5018827374","display_name":"Kylie A. Dankiw","orcid":"https://orcid.org/0000-0002-2490-5846"},"institutions":[{"id":"https://openalex.org/I170239107","display_name":"University of South Australia","ror":"https://ror.org/01p93h210","country_code":"AU","type":"education","lineage":["https://openalex.org/I170239107"]}],"countries":["AU"],"is_corresponding":false,"raw_author_name":"Kylie A. Dankiw","raw_affiliation_strings":["Alliance for Research in Exercise, Nutrition and Activity, University of South Australia, Adelaide, SA 5001, Australia","Allied Health and Human Performance, University of South Australia, Adelaide, SA 5001, Australia"],"raw_orcid":"https://orcid.org/0000-0002-2490-5846","affiliations":[{"raw_affiliation_string":"Alliance for Research in Exercise, Nutrition and Activity, University of South Australia, Adelaide, SA 5001, Australia","institution_ids":["https://openalex.org/I170239107"]},{"raw_affiliation_string":"Allied Health and Human Performance, University of South Australia, Adelaide, SA 5001, Australia","institution_ids":["https://openalex.org/I170239107"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5016501396","display_name":"Ben Singh","orcid":"https://orcid.org/0000-0002-7227-2406"},"institutions":[{"id":"https://openalex.org/I170239107","display_name":"University of South Australia","ror":"https://ror.org/01p93h210","country_code":"AU","type":"education","lineage":["https://openalex.org/I170239107"]}],"countries":["AU"],"is_corresponding":true,"raw_author_name":"Ben Singh","raw_affiliation_strings":["Alliance for Research in Exercise, Nutrition and Activity, University of South Australia, Adelaide, SA 5001, Australia","Allied Health and Human Performance, University of South Australia, Adelaide, SA 5001, Australia"],"raw_orcid":"https://orcid.org/0000-0002-7227-2406","affiliations":[{"raw_affiliation_string":"Alliance for Research in Exercise, Nutrition and Activity, University of South Australia, Adelaide, SA 5001, Australia","institution_ids":["https://openalex.org/I170239107"]},{"raw_affiliation_string":"Allied Health and Human Performance, University of South Australia, Adelaide, SA 5001, Australia","institution_ids":["https://openalex.org/I170239107"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5022483054","display_name":"Svetlana Bogomolova","orcid":null},"institutions":[{"id":"https://openalex.org/I169541294","display_name":"Flinders University","ror":"https://ror.org/01kpzv902","country_code":"AU","type":"education","lineage":["https://openalex.org/I169541294"]}],"countries":["AU"],"is_corresponding":false,"raw_author_name":"Svetlana Bogomolova","raw_affiliation_strings":["Centre for Social Impact, College of Business, Government and Law, Flinders University, Adelaide, SA 5001, Australia"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Centre for Social Impact, College of Business, Government and Law, Flinders University, Adelaide, SA 5001, Australia","institution_ids":["https://openalex.org/I169541294"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5064371302","display_name":"Rachel Curtis","orcid":"https://orcid.org/0000-0002-1341-7804"},"institutions":[{"id":"https://openalex.org/I170239107","display_name":"University of South Australia","ror":"https://ror.org/01p93h210","country_code":"AU","type":"education","lineage":["https://openalex.org/I170239107"]}],"countries":["AU"],"is_corresponding":false,"raw_author_name":"Rachel G. Curtis","raw_affiliation_strings":["Alliance for Research in Exercise, Nutrition and Activity, University of South Australia, Adelaide, SA 5001, Australia","Allied Health and Human Performance, University of South Australia, Adelaide, SA 5001, Australia"],"raw_orcid":"https://orcid.org/0000-0002-1341-7804","affiliations":[{"raw_affiliation_string":"Alliance for Research in Exercise, Nutrition and Activity, University of South Australia, Adelaide, SA 5001, Australia","institution_ids":["https://openalex.org/I170239107"]},{"raw_affiliation_string":"Allied Health and Human Performance, University of South Australia, Adelaide, SA 5001, Australia","institution_ids":["https://openalex.org/I170239107"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":["https://openalex.org/A5016501396"],"corresponding_institution_ids":["https://openalex.org/I170239107"],"apc_list":{"value":1600,"currency":"CHF","value_usd":1782},"apc_paid":{"value":1600,"currency":"CHF","value_usd":1782},"fwci":0.4929,"has_fulltext":true,"cited_by_count":3,"citation_normalized_percentile":{"value":0.58844303,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":96},"biblio":{"volume":"16","issue":"6","first_page":"197","last_page":"197"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10444","display_name":"Context-Aware Activity Recognition Systems","score":0.9993000030517578,"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":0.9993000030517578,"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/T11977","display_name":"Technology Use by Older Adults","score":0.9718999862670898,"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"}},{"id":"https://openalex.org/T13248","display_name":"Healthcare Technology and Patient Monitoring","score":0.9606000185012817,"subfield":{"id":"https://openalex.org/subfields/2746","display_name":"Surgery"},"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/wearable-computer","display_name":"Wearable computer","score":0.6844224333763123},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6361410021781921},{"id":"https://openalex.org/keywords/health-care","display_name":"Health care","score":0.47372594475746155},{"id":"https://openalex.org/keywords/sensitivity","display_name":"Sensitivity (control systems)","score":0.4423694908618927},{"id":"https://openalex.org/keywords/applied-psychology","display_name":"Applied psychology","score":0.4093453288078308},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.34059634804725647},{"id":"https://openalex.org/keywords/human\u2013computer-interaction","display_name":"Human\u2013computer interaction","score":0.32200902700424194},{"id":"https://openalex.org/keywords/psychology","display_name":"Psychology","score":0.2154558300971985}],"concepts":[{"id":"https://openalex.org/C150594956","wikidata":"https://www.wikidata.org/wiki/Q1334829","display_name":"Wearable computer","level":2,"score":0.6844224333763123},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6361410021781921},{"id":"https://openalex.org/C160735492","wikidata":"https://www.wikidata.org/wiki/Q31207","display_name":"Health care","level":2,"score":0.47372594475746155},{"id":"https://openalex.org/C21200559","wikidata":"https://www.wikidata.org/wiki/Q7451068","display_name":"Sensitivity (control systems)","level":2,"score":0.4423694908618927},{"id":"https://openalex.org/C75630572","wikidata":"https://www.wikidata.org/wiki/Q538904","display_name":"Applied psychology","level":1,"score":0.4093453288078308},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.34059634804725647},{"id":"https://openalex.org/C107457646","wikidata":"https://www.wikidata.org/wiki/Q207434","display_name":"Human\u2013computer interaction","level":1,"score":0.32200902700424194},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.2154558300971985},{"id":"https://openalex.org/C50522688","wikidata":"https://www.wikidata.org/wiki/Q189833","display_name":"Economic growth","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/C24326235","wikidata":"https://www.wikidata.org/wiki/Q126095","display_name":"Electronic engineering","level":1,"score":0.0},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.0},{"id":"https://openalex.org/C162324750","wikidata":"https://www.wikidata.org/wiki/Q8134","display_name":"Economics","level":0,"score":0.0}],"mesh":[],"locations_count":4,"locations":[{"id":"doi:10.3390/fi16060197","is_oa":true,"landing_page_url":"https://doi.org/10.3390/fi16060197","pdf_url":"https://www.mdpi.com/1999-5903/16/6/197/pdf?version=1717322066","source":{"id":"https://openalex.org/S34838331","display_name":"Future Internet","issn_l":"1999-5903","issn":["1999-5903"],"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":"Future Internet","raw_type":"journal-article"},{"id":"pmh:oai:RePEc:gam:jftint:v:16:y:2024:i:6:p:197-:d:1407479","is_oa":false,"landing_page_url":"https://www.mdpi.com/1999-5903/16/6/197/","pdf_url":null,"source":{"id":"https://openalex.org/S4306401271","display_name":"RePEc: Research Papers in Economics","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I77793887","host_organization_name":"Federal Reserve Bank of St. Louis","host_organization_lineage":["https://openalex.org/I77793887"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"article"},{"id":"pmh:oai:doaj.org/article:2c74de0a0a724d62918e2f0a09388919","is_oa":false,"landing_page_url":"https://doaj.org/article/2c74de0a0a724d62918e2f0a09388919","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":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Future Internet, Vol 16, Iss 6, p 197 (2024)","raw_type":"article"},{"id":"pmh:oai:mdpi.com:/1999-5903/16/6/197/","is_oa":true,"landing_page_url":"https://dx.doi.org/10.3390/fi16060197","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":"Future Internet","raw_type":"Text"}],"best_oa_location":{"id":"doi:10.3390/fi16060197","is_oa":true,"landing_page_url":"https://doi.org/10.3390/fi16060197","pdf_url":"https://www.mdpi.com/1999-5903/16/6/197/pdf?version=1717322066","source":{"id":"https://openalex.org/S34838331","display_name":"Future Internet","issn_l":"1999-5903","issn":["1999-5903"],"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":"Future Internet","raw_type":"journal-article"},"sustainable_development_goals":[],"awards":[],"funders":[{"id":"https://openalex.org/F4320334277","display_name":"Department for Innovation and Skills, Government of South Australia","ror":null}],"has_content":{"pdf":true,"grobid_xml":false},"content_urls":{"pdf":"https://content.openalex.org/works/W4399297662.pdf"},"referenced_works_count":34,"referenced_works":["https://openalex.org/W1552040706","https://openalex.org/W1979290264","https://openalex.org/W2098752671","https://openalex.org/W2105499459","https://openalex.org/W2117236214","https://openalex.org/W2133674686","https://openalex.org/W2138664283","https://openalex.org/W2140943894","https://openalex.org/W2155326828","https://openalex.org/W2178590034","https://openalex.org/W2306729703","https://openalex.org/W2733439154","https://openalex.org/W2782627175","https://openalex.org/W2900420305","https://openalex.org/W2926287779","https://openalex.org/W3152205551","https://openalex.org/W3159711941","https://openalex.org/W3167252455","https://openalex.org/W3177815128","https://openalex.org/W3208949470","https://openalex.org/W3209675780","https://openalex.org/W4205785224","https://openalex.org/W4205800827","https://openalex.org/W4213131509","https://openalex.org/W4239078968","https://openalex.org/W4290731422","https://openalex.org/W4303985971","https://openalex.org/W4311461833","https://openalex.org/W4317399136","https://openalex.org/W4380079445","https://openalex.org/W4388579624","https://openalex.org/W4391792597","https://openalex.org/W6756007532","https://openalex.org/W6847730996"],"related_works":["https://openalex.org/W2294565841","https://openalex.org/W3204276839","https://openalex.org/W4229671472","https://openalex.org/W2513792068","https://openalex.org/W2519522639","https://openalex.org/W4293469093","https://openalex.org/W2012157391","https://openalex.org/W2585232498","https://openalex.org/W2562087406","https://openalex.org/W2122277836"],"abstract_inverted_index":{"The":[0,176],"Neo":[1,19,58,100,138,179],"Care":[2,59,101,139],"home":[3,94],"monitoring":[4],"system":[5],"aims":[6],"to":[7,61,125,146],"detect":[8],"falls":[9,43],"and":[10,22,64,69,110,120,130,159,173,195],"other":[11],"events":[12,53],"using":[13],"artificial":[14],"intelligence.":[15],"This":[16],"study":[17,177],"evaluated":[18],"Care\u2019s":[20,180],"accuracy":[21],"explored":[23],"user":[24,75],"perceptions":[25],"through":[26],"a":[27],"12-week":[28],"in-home":[29],"trial":[30],"with":[31,57,84,137,182],"18":[32],"households":[33],"of":[34,42],"adults":[35],"aged":[36],"65+":[37],"years":[38,47],"old":[39],"at":[40],"risk":[41],"(mean":[44],"age:":[45],"75.3":[46],"old;":[48],"67%":[49],"female).":[50],"Participants":[51],"logged":[52],"that":[54],"were":[55,82,98,156,168],"cross-referenced":[56],"logs":[60],"calculate":[62],"sensitivity":[63,117,127],"specificity":[65,121,131],"for":[66,87,143,191,200],"fall":[67],"detection":[68,116],"response.":[70],"Qualitative":[71],"interviews":[72],"gathered":[73],"in-depth":[74],"feedback.":[76],"During":[77],"the":[78,93],"trial,":[79],"28":[80],"falls/events":[81],"documented,":[83],"12":[85],"eligible":[86],"analysis":[88],"as":[89],"others":[90],"occurred":[91],"outside":[92],"or":[95],"when":[96],"devices":[97],"offline.":[99,165],"was":[102,118,128],"activated":[103],"4939":[104],"times\u20144930":[105],"by":[106,112],"everyday":[107],"household":[108],"sounds":[109],"9":[111],"actual":[113],"falls.":[114],"Fall":[115],"75.00%":[119],"6.80%.":[122],"For":[123],"responding":[124],"falls,":[126],"62.50%":[129],"17.28%.":[132],"Users":[133,184],"felt":[134],"more":[135],"secure":[136],"but":[140,188],"identified":[141],"needs":[142],"further":[144],"calibration":[145],"improve":[147],"accuracy.":[148],"Advantages":[149],"included":[150],"avoiding":[151],"wearables,":[152],"while":[153],"key":[154],"challenges":[155],"misinterpreting":[157],"noises":[158],"occasional":[160],"technical":[161],"issues":[162],"like":[163],"going":[164],"Suggested":[166],"improvements":[167],"visual":[169],"indicators,":[170],"trigger":[171],"words,":[172],"outdoor":[174],"capability.":[175],"demonstrated":[178],"potential":[181],"modifications.":[183],"found":[185],"it":[186],"beneficial,":[187],"highlighted":[189],"areas":[190],"improvement.":[192],"Real-world":[193],"evaluations":[194],"user-centered":[196],"design":[197],"are":[198],"crucial":[199],"healthcare":[201],"technology":[202],"development.":[203]},"counts_by_year":[{"year":2025,"cited_by_count":2},{"year":2024,"cited_by_count":1}],"updated_date":"2026-07-23T08:03:31.855105","created_date":"2025-10-10T00:00:00"}
