{"id":"https://openalex.org/W2320527659","doi":"https://doi.org/10.1109/embc.2014.6944244","title":"Automated health alerts from kinect-based in-home gait measurements","display_name":"Automated health alerts from kinect-based in-home gait measurements","publication_year":2014,"publication_date":"2014-08-01","ids":{"openalex":"https://openalex.org/W2320527659","doi":"https://doi.org/10.1109/embc.2014.6944244","mag":"2320527659","pmid":"https://pubmed.ncbi.nlm.nih.gov/25570612"},"language":"en","primary_location":{"id":"doi:10.1109/embc.2014.6944244","is_oa":false,"landing_page_url":"https://doi.org/10.1109/embc.2014.6944244","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2014 36th Annual International Conference of the IEEE Engineering in Medicine and Biology Society","raw_type":"proceedings-article"},"type":"article","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":"https://openalex.org/A5061243523","display_name":"Erik E. Stone","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Erik E. Stone","raw_affiliation_strings":["Center for Eldercare and Rehabilitation Technology"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Center for Eldercare and Rehabilitation Technology","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5013470616","display_name":"Marjorie Skubic","orcid":"https://orcid.org/0000-0002-3801-7639"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Marjorie Skubic","raw_affiliation_strings":["Center for Eldercare and Rehabilitation Technology"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Center for Eldercare and Rehabilitation Technology","institution_ids":[]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5090627778","display_name":"Jessica Back","orcid":null},"institutions":[{"id":"https://openalex.org/I76835614","display_name":"University of Missouri","ror":"https://ror.org/02ymw8z06","country_code":"US","type":"education","lineage":["https://openalex.org/I76835614"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Jessica Back","raw_affiliation_strings":["Sinclair School of Nursing, University of Missouri, Columbia, MO, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Sinclair School of Nursing, University of Missouri, Columbia, MO, USA","institution_ids":["https://openalex.org/I76835614"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":3.7618,"has_fulltext":false,"cited_by_count":13,"citation_normalized_percentile":{"value":0.92516868,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":89,"max":97},"biblio":{"volume":"2014","issue":null,"first_page":"2961","last_page":"2964"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10114","display_name":"Balance, Gait, and Falls Prevention","score":0.9997000098228455,"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":0.9997000098228455,"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/T12740","display_name":"Gait Recognition and Analysis","score":0.9987999796867371,"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"}},{"id":"https://openalex.org/T10444","display_name":"Context-Aware Activity Recognition Systems","score":0.9976000189781189,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/stride","display_name":"STRIDE","score":0.8239972591400146},{"id":"https://openalex.org/keywords/gait","display_name":"Gait","score":0.7831528186798096},{"id":"https://openalex.org/keywords/gait-analysis","display_name":"Gait analysis","score":0.5728487968444824},{"id":"https://openalex.org/keywords/physical-medicine-and-rehabilitation","display_name":"Physical medicine and rehabilitation","score":0.5203744769096375},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.5182076096534729},{"id":"https://openalex.org/keywords/ranging","display_name":"Ranging","score":0.4530456066131592},{"id":"https://openalex.org/keywords/psychological-intervention","display_name":"Psychological intervention","score":0.4435759484767914},{"id":"https://openalex.org/keywords/medicine","display_name":"Medicine","score":0.253207266330719},{"id":"https://openalex.org/keywords/nursing","display_name":"Nursing","score":0.08945414423942566}],"concepts":[{"id":"https://openalex.org/C18007350","wikidata":"https://www.wikidata.org/wiki/Q7394815","display_name":"STRIDE","level":2,"score":0.8239972591400146},{"id":"https://openalex.org/C151800584","wikidata":"https://www.wikidata.org/wiki/Q2370000","display_name":"Gait","level":2,"score":0.7831528186798096},{"id":"https://openalex.org/C173906292","wikidata":"https://www.wikidata.org/wiki/Q1493441","display_name":"Gait analysis","level":3,"score":0.5728487968444824},{"id":"https://openalex.org/C99508421","wikidata":"https://www.wikidata.org/wiki/Q2678675","display_name":"Physical medicine and rehabilitation","level":1,"score":0.5203744769096375},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5182076096534729},{"id":"https://openalex.org/C115051666","wikidata":"https://www.wikidata.org/wiki/Q6522493","display_name":"Ranging","level":2,"score":0.4530456066131592},{"id":"https://openalex.org/C27415008","wikidata":"https://www.wikidata.org/wiki/Q7256382","display_name":"Psychological intervention","level":2,"score":0.4435759484767914},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.253207266330719},{"id":"https://openalex.org/C159110408","wikidata":"https://www.wikidata.org/wiki/Q121176","display_name":"Nursing","level":1,"score":0.08945414423942566},{"id":"https://openalex.org/C76155785","wikidata":"https://www.wikidata.org/wiki/Q418","display_name":"Telecommunications","level":1,"score":0.0}],"mesh":[{"descriptor_ui":"D000465","descriptor_name":"Algorithms","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D000465","descriptor_name":"Algorithms","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D000465","descriptor_name":"Algorithms","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D001331","descriptor_name":"Automation","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D001331","descriptor_name":"Automation","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D001331","descriptor_name":"Automation","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D005260","descriptor_name":"Female","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D005260","descriptor_name":"Female","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D005260","descriptor_name":"Female","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D005684","descriptor_name":"Gait","qualifier_ui":"Q000502","qualifier_name":"physiology","is_major_topic":false},{"descriptor_ui":"D005684","descriptor_name":"Gait","qualifier_ui":"Q000502","qualifier_name":"physiology","is_major_topic":false},{"descriptor_ui":"D005684","descriptor_name":"Gait","qualifier_ui":"Q000502","qualifier_name":"physiology","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":"D008297","descriptor_name":"Male","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D008297","descriptor_name":"Male","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D008297","descriptor_name":"Male","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D009010","descriptor_name":"Monte Carlo Method","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D009010","descriptor_name":"Monte Carlo Method","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D009010","descriptor_name":"Monte Carlo Method","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D012189","descriptor_name":"Retrospective Studies","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D012189","descriptor_name":"Retrospective Studies","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D012189","descriptor_name":"Retrospective Studies","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D017216","descriptor_name":"Telemedicine","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":false},{"descriptor_ui":"D017216","descriptor_name":"Telemedicine","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":false},{"descriptor_ui":"D017216","descriptor_name":"Telemedicine","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":false}],"locations_count":2,"locations":[{"id":"doi:10.1109/embc.2014.6944244","is_oa":false,"landing_page_url":"https://doi.org/10.1109/embc.2014.6944244","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2014 36th Annual International Conference of the IEEE Engineering in Medicine and Biology Society","raw_type":"proceedings-article"},{"id":"pmid:25570612","is_oa":false,"landing_page_url":"https://pubmed.ncbi.nlm.nih.gov/25570612","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}],"best_oa_location":null,"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/11","display_name":"Sustainable cities and communities","score":0.6499999761581421}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":16,"referenced_works":["https://openalex.org/W161659029","https://openalex.org/W1892666816","https://openalex.org/W1968630667","https://openalex.org/W1992215715","https://openalex.org/W1997718099","https://openalex.org/W2037844516","https://openalex.org/W2045271086","https://openalex.org/W2056898157","https://openalex.org/W2090840528","https://openalex.org/W2111687617","https://openalex.org/W2121895804","https://openalex.org/W2130076814","https://openalex.org/W2155579822","https://openalex.org/W2409441996","https://openalex.org/W6606606482","https://openalex.org/W6639654535"],"related_works":["https://openalex.org/W2133973503","https://openalex.org/W2471060339","https://openalex.org/W2148547327","https://openalex.org/W4226236273","https://openalex.org/W2125892956","https://openalex.org/W2130975749","https://openalex.org/W2493973380","https://openalex.org/W2394835211","https://openalex.org/W2809084995","https://openalex.org/W2729676947"],"abstract_inverted_index":{"A":[0,46],"method":[1],"for":[2,48,60,70,89],"automatically":[3],"generating":[4],"alerts":[5],"to":[6,10,94,99,113],"clinicians":[7,109],"in":[8,12,24,26,51],"response":[9],"changes":[11,72,115],"in-home":[13],"gait":[14,19,54,87],"parameters":[15],"is":[16,58,64],"investigated.":[17],"Kinect-based":[18],"measurement":[20],"systems":[21,32],"were":[22],"installed":[23],"apartments":[25],"a":[27],"senior":[28],"living":[29],"facility.":[30],"The":[31],"continuously":[33],"monitored":[34,88],"the":[35,52,103],"walking":[36],"speed,":[37],"stride":[38,41],"time,":[39],"and":[40,125],"length":[42],"of":[43,82,102],"apartment":[44],"residents.":[45],"framework":[47],"modeling":[49],"uncertainty":[50],"residents'":[53],"parameter":[55],"estimates,":[56],"which":[57],"critical":[59],"robust":[61],"change":[62],"detection,":[63],"developed;":[65],"along":[66],"with":[67],"an":[68,117],"algorithm":[69],"detecting":[71],"that":[73,108],"may":[74,127],"be":[75,111,128],"clinically":[76],"relevant.":[77],"Three":[78],"retrospective":[79],"case":[80],"studies,":[81],"individuals":[83],"who":[84],"had":[85],"their":[86],"periods":[90],"ranging":[91],"from":[92],"12":[93],"29":[95],"months,":[96],"are":[97,122,134],"presented":[98],"illustrate":[100],"use":[101],"alert":[104],"method.":[105],"Evidence":[106],"suggests":[107],"could":[110],"alerted":[112],"health":[114],"at":[116],"early":[118],"stage,":[119],"while":[120],"they":[121],"still":[123],"small":[124],"interventions":[126],"most":[129],"successful.":[130],"Additional":[131],"potential":[132],"uses":[133],"also":[135],"discussed.":[136]},"counts_by_year":[{"year":2025,"cited_by_count":1},{"year":2024,"cited_by_count":2},{"year":2023,"cited_by_count":1},{"year":2020,"cited_by_count":1},{"year":2019,"cited_by_count":2},{"year":2017,"cited_by_count":1},{"year":2016,"cited_by_count":3},{"year":2015,"cited_by_count":2}],"updated_date":"2026-06-11T09:08:48.828518","created_date":"2025-10-10T00:00:00"}