{"id":"https://openalex.org/W4200374877","doi":"https://doi.org/10.1109/embc46164.2021.9630971","title":"Detection of changes in the behaviour of the elderly person","display_name":"Detection of changes in the behaviour of the elderly person","publication_year":2021,"publication_date":"2021-11-01","ids":{"openalex":"https://openalex.org/W4200374877","doi":"https://doi.org/10.1109/embc46164.2021.9630971","pmid":"https://pubmed.ncbi.nlm.nih.gov/34892713"},"language":"en","primary_location":{"id":"doi:10.1109/embc46164.2021.9630971","is_oa":false,"landing_page_url":"https://doi.org/10.1109/embc46164.2021.9630971","pdf_url":null,"source":{"id":"https://openalex.org/S4363607750","display_name":"2021 43rd Annual International Conference of the IEEE Engineering in Medicine & Biology Society (EMBC)","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":"conference"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2021 43rd Annual International Conference of the IEEE Engineering in Medicine & Biology Society (EMBC)","raw_type":"proceedings-article"},"type":"conference-paper","indexed_in":["crossref","pubmed"],"open_access":{"is_oa":false,"oa_status":"closed","oa_url":null,"any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":null,"display_name":"Soumaya Msaad","orcid":null},"institutions":[{"id":"https://openalex.org/I56067802","display_name":"Universit\u00e9 de Rennes","ror":"https://ror.org/015m7wh34","country_code":"FR","type":"education","lineage":["https://openalex.org/I56067802"]}],"countries":["FR"],"is_corresponding":false,"raw_author_name":"Soumaya Msaad","raw_affiliation_strings":["Univ Rennes 1, Rennes"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Univ Rennes 1, Rennes","institution_ids":["https://openalex.org/I56067802"]}]},{"author_position":"middle","author":{"id":null,"display_name":"Jean-Louis Dillenseger","orcid":null},"institutions":[{"id":"https://openalex.org/I56067802","display_name":"Universit\u00e9 de Rennes","ror":"https://ror.org/015m7wh34","country_code":"FR","type":"education","lineage":["https://openalex.org/I56067802"]}],"countries":["FR"],"is_corresponding":false,"raw_author_name":"Jean-Louis Dillenseger","raw_affiliation_strings":["Univ Rennes 1, Rennes"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Univ Rennes 1, Rennes","institution_ids":["https://openalex.org/I56067802"]}]},{"author_position":"middle","author":{"id":null,"display_name":"Geoffroy Cormier","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Geoffroy Cormier","raw_affiliation_strings":["NeoTec-Vision, Pace, France"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"NeoTec-Vision, Pace, France","institution_ids":[]}]},{"author_position":"last","author":{"id":null,"display_name":"Guy Carrault","orcid":null},"institutions":[{"id":"https://openalex.org/I56067802","display_name":"Universit\u00e9 de Rennes","ror":"https://ror.org/015m7wh34","country_code":"FR","type":"education","lineage":["https://openalex.org/I56067802"]}],"countries":["FR"],"is_corresponding":false,"raw_author_name":"Guy Carrault","raw_affiliation_strings":["Univ Rennes 1, Rennes"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Univ Rennes 1, Rennes","institution_ids":["https://openalex.org/I56067802"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":null,"has_fulltext":false,"cited_by_count":1,"citation_normalized_percentile":null,"cited_by_percentile_year":null,"biblio":{"volume":"2021","issue":null,"first_page":"6995","last_page":"6998"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10444","display_name":"Context-Aware Activity Recognition Systems","score":0.7847999930381775,"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":0.7847999930381775,"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/T10812","display_name":"Human Pose and Action Recognition","score":0.10499999672174454,"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/T12740","display_name":"Gait Recognition and Analysis","score":0.03790000081062317,"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/reliability","display_name":"Reliability (semiconductor)","score":0.6226000189781189},{"id":"https://openalex.org/keywords/elderly-people","display_name":"Elderly people","score":0.5311999917030334},{"id":"https://openalex.org/keywords/activities-of-daily-living","display_name":"Activities of daily living","score":0.5033000111579895},{"id":"https://openalex.org/keywords/nursing-homes","display_name":"Nursing homes","score":0.48190000653266907},{"id":"https://openalex.org/keywords/statistical-analysis","display_name":"Statistical analysis","score":0.2849000096321106}],"concepts":[{"id":"https://openalex.org/C43214815","wikidata":"https://www.wikidata.org/wiki/Q7310987","display_name":"Reliability (semiconductor)","level":3,"score":0.6226000189781189},{"id":"https://openalex.org/C3018697994","wikidata":"https://www.wikidata.org/wiki/Q191089","display_name":"Elderly people","level":2,"score":0.5311999917030334},{"id":"https://openalex.org/C79544238","wikidata":"https://www.wikidata.org/wiki/Q423243","display_name":"Activities of daily living","level":2,"score":0.5033000111579895},{"id":"https://openalex.org/C3019398978","wikidata":"https://www.wikidata.org/wiki/Q837142","display_name":"Nursing homes","level":2,"score":0.48190000653266907},{"id":"https://openalex.org/C74909509","wikidata":"https://www.wikidata.org/wiki/Q10387","display_name":"Gerontology","level":1,"score":0.4092999994754791},{"id":"https://openalex.org/C105795698","wikidata":"https://www.wikidata.org/wiki/Q12483","display_name":"Statistics","level":1,"score":0.3982999920845032},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.38839998841285706},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.3515999913215637},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.29170000553131104},{"id":"https://openalex.org/C2986587452","wikidata":"https://www.wikidata.org/wiki/Q938438","display_name":"Statistical analysis","level":2,"score":0.2849000096321106},{"id":"https://openalex.org/C99508421","wikidata":"https://www.wikidata.org/wiki/Q2678675","display_name":"Physical medicine and rehabilitation","level":1,"score":0.2721000015735626},{"id":"https://openalex.org/C3018396334","wikidata":"https://www.wikidata.org/wiki/Q6592648","display_name":"Activity monitor","level":3,"score":0.2597000002861023},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.2547999918460846},{"id":"https://openalex.org/C3019887659","wikidata":"https://www.wikidata.org/wiki/Q191089","display_name":"Older people","level":2,"score":0.2540999948978424}],"mesh":[{"descriptor_ui":"D000058","descriptor_name":"Accidental Falls","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D000058","descriptor_name":"Accidental Falls","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D000058","descriptor_name":"Accidental Falls","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":"D006184","descriptor_name":"Habits","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D006184","descriptor_name":"Habits","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D006184","descriptor_name":"Habits","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":"D009735","descriptor_name":"Nursing Homes","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D009735","descriptor_name":"Nursing Homes","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D009735","descriptor_name":"Nursing Homes","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D015203","descriptor_name":"Reproducibility of Results","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D015203","descriptor_name":"Reproducibility of Results","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D015203","descriptor_name":"Reproducibility of Results","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false}],"locations_count":3,"locations":[{"id":"doi:10.1109/embc46164.2021.9630971","is_oa":false,"landing_page_url":"https://doi.org/10.1109/embc46164.2021.9630971","pdf_url":null,"source":{"id":"https://openalex.org/S4363607750","display_name":"2021 43rd Annual International Conference of the IEEE Engineering in Medicine & Biology Society (EMBC)","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":"conference"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2021 43rd Annual International Conference of the IEEE Engineering in Medicine & Biology Society (EMBC)","raw_type":"proceedings-article"},{"id":"pmid:34892713","is_oa":false,"landing_page_url":"https://pubmed.ncbi.nlm.nih.gov/34892713","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":"Annual International Conference of the IEEE Engineering in Medicine and Biology Society. IEEE Engineering in Medicine and Biology Society. Annual International Conference","raw_type":null},{"id":"pmh:oai:HAL:hal-03425495v1","is_oa":false,"landing_page_url":"https://hal.science/hal-03425495","pdf_url":null,"source":{"id":"https://openalex.org/S4306402512","display_name":"HAL (Le Centre pour la Communication Scientifique Directe)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I1294671590","host_organization_name":"Centre National de la Recherche Scientifique","host_organization_lineage":["https://openalex.org/I1294671590"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"43rd Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC 2021), Oct 2021, Guadalajara, Mexico. ⟨10.1109/EMBC46164.2021.9630971⟩","raw_type":"info:eu-repo/semantics/conferenceObject"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[{"id":"https://openalex.org/G6448196318","display_name":"FALL DETECTION AND PREVENTION USING LOW COST DEPTH AND THERMAL SENSORS","funder_award_id":"ANR-16-CE19-0015","funder_id":"https://openalex.org/F4320320883","funder_display_name":"Agence Nationale de la Recherche"}],"funders":[{"id":"https://openalex.org/F4320320883","display_name":"Agence Nationale de la Recherche","ror":"https://ror.org/00rbzpz17"}],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":12,"referenced_works":["https://openalex.org/W1978086831","https://openalex.org/W1983771551","https://openalex.org/W2027493128","https://openalex.org/W2100716893","https://openalex.org/W2150216628","https://openalex.org/W2169138660","https://openalex.org/W2909802169","https://openalex.org/W3000557387","https://openalex.org/W3082108559","https://openalex.org/W3082938641","https://openalex.org/W6666793874","https://openalex.org/W6755959371"],"related_works":[],"abstract_inverted_index":{"In":[0,70],"this":[1],"paper,":[2],"we":[3],"propose":[4],"a":[5,91,109,130,139,148],"solution":[6],"for":[7,120],"detecting":[8],"changes":[9,121,128],"in":[10,129,147],"the":[11,14,19,35,68,106,159,162],"behaviour":[12],"of":[13,21,23,41,47,52,57,65,122,141,161],"elderly":[15,28,88],"person":[16],"based":[17],"on":[18,138],"monitoring":[20],"activities":[22],"daily":[24,30],"living":[25],"(ADL).":[26],"The":[27,133],"person's":[29,131],"routine":[31,114],"is":[32,111],"characterized":[33],"by":[34],"following":[36],"five":[37],"indexes:":[38],"1)":[39],"percentage":[40,46,51,56],"time":[42,48,53,58],"lying":[43],"down,":[44],"2)":[45],"sitting,":[49],"3)":[50],"standing,":[54],"4)":[55],"absent":[59],"from":[60,80],"home,":[61],"and":[62,82,101,143],"5)":[63],"number":[64],"falls":[66],"during":[67],"day.":[69,117],"our":[71],"framework,":[72],"these":[73],"indexes":[74,107],"are":[75],"computed":[76],"using":[77],"characteristics":[78],"extracted":[79],"depth":[81,142],"thermal":[83,144],"data.":[84],"We":[85],"hypothesize":[86],"that":[87],"persons":[89],"have":[90],"well-defined,":[92],"regular":[93],"life":[94],"routine,":[95],"organized":[96],"around":[97],"their":[98],"environment,":[99],"habits,":[100],"social":[102],"relations.":[103],"Then,":[104],"given":[105],"values,":[108],"day":[110,123],"defined":[112],"as":[113],"or":[115],"non-routine":[116],"Thus,":[118],"looking":[119],"type":[124],"allows":[125],"to":[126],"detect":[127],"routine.":[132],"method":[134],"has":[135],"been":[136],"tested":[137],"database":[140],"images":[145],"recorded":[146],"nursing":[149],"home":[150],"over":[151],"an":[152],"85":[153],"days":[154],"period.":[155],"These":[156],"tests":[157],"proved":[158],"reliability":[160],"proposed":[163],"method.":[164]},"counts_by_year":[{"year":2026,"cited_by_count":1}],"updated_date":"2026-07-14T23:27:15.235271","created_date":"2021-12-31T00:00:00"}