{"id":"https://openalex.org/W4377091815","doi":"https://doi.org/10.3233/shti230323","title":"Telemedicine Based on Human Activity Recognition in Elderly Healthcare","display_name":"Telemedicine Based on Human Activity Recognition in Elderly Healthcare","publication_year":2023,"publication_date":"2023-05-18","ids":{"openalex":"https://openalex.org/W4377091815","doi":"https://doi.org/10.3233/shti230323","pmid":"https://pubmed.ncbi.nlm.nih.gov/37203550"},"language":"en","primary_location":{"id":"doi:10.3233/shti230323","is_oa":true,"landing_page_url":"https://doi.org/10.3233/shti230323","pdf_url":"https://ebooks.iospress.nl/pdf/doi/10.3233/SHTI230323","source":{"id":"https://openalex.org/S4210179765","display_name":"Studies in health technology and informatics","issn_l":"0926-9630","issn":["0926-9630","1879-8365"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310318577","host_organization_name":"IOS Press","host_organization_lineage":["https://openalex.org/P4310318577"],"host_organization_lineage_names":["IOS Press"],"type":"book series"},"license":"cc-by-nc","license_id":"https://openalex.org/licenses/cc-by-nc","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Studies in Health Technology and Informatics","raw_type":"book-chapter"},"type":"book-chapter","indexed_in":["crossref","pubmed"],"open_access":{"is_oa":true,"oa_status":"hybrid","oa_url":"https://ebooks.iospress.nl/pdf/doi/10.3233/SHTI230323","any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5073385000","display_name":"Raheleh Ghouchan Nezhad Noor Nia","orcid":"https://orcid.org/0000-0001-5697-9041"},"institutions":[{"id":"https://openalex.org/I165560825","display_name":"Mashhad University of Medical Sciences","ror":"https://ror.org/04sfka033","country_code":"IR","type":"education","lineage":["https://openalex.org/I165560825"]}],"countries":["IR"],"is_corresponding":false,"raw_author_name":"Raheleh Ghouchan Nezhad Noor Nia","raw_affiliation_strings":["Department of Medical Informatics, School of Medicine, Mashhad University of Medical Sciences, Mashhad, Iran","Department of Medical Informatics, School of Medicine, Mashhad University of Medical Sciences, Mashhad, Iran;"],"raw_orcid":"https://orcid.org/0000-0001-5697-9041","affiliations":[{"raw_affiliation_string":"Department of Medical Informatics, School of Medicine, Mashhad University of Medical Sciences, Mashhad, Iran","institution_ids":["https://openalex.org/I165560825"]},{"raw_affiliation_string":"Department of Medical Informatics, School of Medicine, Mashhad University of Medical Sciences, Mashhad, Iran;","institution_ids":["https://openalex.org/I165560825"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5034331050","display_name":"Afrooz Arzehgar","orcid":"https://orcid.org/0000-0003-0459-3395"},"institutions":[{"id":"https://openalex.org/I165560825","display_name":"Mashhad University of Medical Sciences","ror":"https://ror.org/04sfka033","country_code":"IR","type":"education","lineage":["https://openalex.org/I165560825"]}],"countries":["IR"],"is_corresponding":false,"raw_author_name":"Afrooz Arzehgar","raw_affiliation_strings":["Department of Medical Informatics, School of Medicine, Mashhad University of Medical Sciences, Mashhad, Iran"],"raw_orcid":"https://orcid.org/0000-0003-0459-3395","affiliations":[{"raw_affiliation_string":"Department of Medical Informatics, School of Medicine, Mashhad University of Medical Sciences, Mashhad, Iran","institution_ids":["https://openalex.org/I165560825"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5040247921","display_name":"Vajiheh Dehdeleh","orcid":"https://orcid.org/0000-0003-2767-7321"},"institutions":[{"id":"https://openalex.org/I165560825","display_name":"Mashhad University of Medical Sciences","ror":"https://ror.org/04sfka033","country_code":"IR","type":"education","lineage":["https://openalex.org/I165560825"]}],"countries":["IR"],"is_corresponding":false,"raw_author_name":"Vajiheh Dehdeleh","raw_affiliation_strings":["Department of Medical Informatics, School of Medicine, Mashhad University of Medical Sciences, Mashhad, Iran"],"raw_orcid":"https://orcid.org/0000-0003-2767-7321","affiliations":[{"raw_affiliation_string":"Department of Medical Informatics, School of Medicine, Mashhad University of Medical Sciences, Mashhad, Iran","institution_ids":["https://openalex.org/I165560825"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5081689734","display_name":"Saeid Eslami","orcid":"https://orcid.org/0000-0003-3755-1212"},"institutions":[{"id":"https://openalex.org/I165560825","display_name":"Mashhad University of Medical Sciences","ror":"https://ror.org/04sfka033","country_code":"IR","type":"education","lineage":["https://openalex.org/I165560825"]}],"countries":["IR"],"is_corresponding":true,"raw_author_name":"Saeid Eslami","raw_affiliation_strings":["Department of Medical Informatics, School of Medicine, Mashhad University of Medical Sciences, Mashhad, Iran"],"raw_orcid":"https://orcid.org/0000-0003-3755-1212","affiliations":[{"raw_affiliation_string":"Department of Medical Informatics, School of Medicine, Mashhad University of Medical Sciences, Mashhad, Iran","institution_ids":["https://openalex.org/I165560825"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":["https://openalex.org/A5081689734"],"corresponding_institution_ids":["https://openalex.org/I165560825"],"apc_list":null,"apc_paid":null,"fwci":1.2846,"has_fulltext":true,"cited_by_count":2,"citation_normalized_percentile":{"value":0.82361309,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":95,"max":96},"biblio":{"volume":"302","issue":null,"first_page":"987","last_page":"991"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10444","display_name":"Context-Aware Activity Recognition Systems","score":0.9991000294685364,"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":0.9991000294685364,"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/T10273","display_name":"IoT and Edge/Fog Computing","score":0.9513999819755554,"subfield":{"id":"https://openalex.org/subfields/1705","display_name":"Computer Networks and Communications"},"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/T11512","display_name":"Anomaly Detection Techniques and Applications","score":0.9365000128746033,"subfield":{"id":"https://openalex.org/subfields/1702","display_name":"Artificial Intelligence"},"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/activity-recognition","display_name":"Activity recognition","score":0.8410383462905884},{"id":"https://openalex.org/keywords/accelerometer","display_name":"Accelerometer","score":0.8139572143554688},{"id":"https://openalex.org/keywords/hidden-markov-model","display_name":"Hidden Markov model","score":0.7626650929450989},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6995872259140015},{"id":"https://openalex.org/keywords/telemedicine","display_name":"Telemedicine","score":0.6423901915550232},{"id":"https://openalex.org/keywords/inertial-measurement-unit","display_name":"Inertial measurement unit","score":0.5963649749755859},{"id":"https://openalex.org/keywords/sensor-fusion","display_name":"Sensor fusion","score":0.45014527440071106},{"id":"https://openalex.org/keywords/health-care","display_name":"Health care","score":0.4413626194000244},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.4395518898963928},{"id":"https://openalex.org/keywords/human\u2013computer-interaction","display_name":"Human\u2013computer interaction","score":0.42457157373428345},{"id":"https://openalex.org/keywords/real-time-computing","display_name":"Real-time computing","score":0.41728681325912476},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.34202298521995544},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.3404993414878845},{"id":"https://openalex.org/keywords/embedded-system","display_name":"Embedded system","score":0.32544833421707153}],"concepts":[{"id":"https://openalex.org/C121687571","wikidata":"https://www.wikidata.org/wiki/Q4677630","display_name":"Activity recognition","level":2,"score":0.8410383462905884},{"id":"https://openalex.org/C89805583","wikidata":"https://www.wikidata.org/wiki/Q192940","display_name":"Accelerometer","level":2,"score":0.8139572143554688},{"id":"https://openalex.org/C23224414","wikidata":"https://www.wikidata.org/wiki/Q176769","display_name":"Hidden Markov model","level":2,"score":0.7626650929450989},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6995872259140015},{"id":"https://openalex.org/C2779891985","wikidata":"https://www.wikidata.org/wiki/Q46994","display_name":"Telemedicine","level":3,"score":0.6423901915550232},{"id":"https://openalex.org/C79061980","wikidata":"https://www.wikidata.org/wiki/Q941680","display_name":"Inertial measurement unit","level":2,"score":0.5963649749755859},{"id":"https://openalex.org/C33954974","wikidata":"https://www.wikidata.org/wiki/Q486494","display_name":"Sensor fusion","level":2,"score":0.45014527440071106},{"id":"https://openalex.org/C160735492","wikidata":"https://www.wikidata.org/wiki/Q31207","display_name":"Health care","level":2,"score":0.4413626194000244},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.4395518898963928},{"id":"https://openalex.org/C107457646","wikidata":"https://www.wikidata.org/wiki/Q207434","display_name":"Human\u2013computer interaction","level":1,"score":0.42457157373428345},{"id":"https://openalex.org/C79403827","wikidata":"https://www.wikidata.org/wiki/Q3988","display_name":"Real-time computing","level":1,"score":0.41728681325912476},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.34202298521995544},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.3404993414878845},{"id":"https://openalex.org/C149635348","wikidata":"https://www.wikidata.org/wiki/Q193040","display_name":"Embedded system","level":1,"score":0.32544833421707153},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.0},{"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/C162324750","wikidata":"https://www.wikidata.org/wiki/Q8134","display_name":"Economics","level":0,"score":0.0}],"mesh":[{"descriptor_ui":"D000068997","descriptor_name":"Smartphone","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D000068997","descriptor_name":"Smartphone","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D000068997","descriptor_name":"Smartphone","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":"D006268","descriptor_name":"Health Facilities","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D006268","descriptor_name":"Health Facilities","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D006268","descriptor_name":"Health Facilities","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":"D006802","descriptor_name":"Human Activities","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D006802","descriptor_name":"Human Activities","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D006802","descriptor_name":"Human Activities","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D017216","descriptor_name":"Telemedicine","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":true},{"descriptor_ui":"D017216","descriptor_name":"Telemedicine","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":true},{"descriptor_ui":"D017216","descriptor_name":"Telemedicine","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":true}],"locations_count":2,"locations":[{"id":"doi:10.3233/shti230323","is_oa":true,"landing_page_url":"https://doi.org/10.3233/shti230323","pdf_url":"https://ebooks.iospress.nl/pdf/doi/10.3233/SHTI230323","source":{"id":"https://openalex.org/S4210179765","display_name":"Studies in health technology and informatics","issn_l":"0926-9630","issn":["0926-9630","1879-8365"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310318577","host_organization_name":"IOS Press","host_organization_lineage":["https://openalex.org/P4310318577"],"host_organization_lineage_names":["IOS Press"],"type":"book series"},"license":"cc-by-nc","license_id":"https://openalex.org/licenses/cc-by-nc","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Studies in Health Technology and Informatics","raw_type":"book-chapter"},{"id":"pmid:37203550","is_oa":false,"landing_page_url":"https://pubmed.ncbi.nlm.nih.gov/37203550","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":"Studies in health technology and informatics","raw_type":null}],"best_oa_location":{"id":"doi:10.3233/shti230323","is_oa":true,"landing_page_url":"https://doi.org/10.3233/shti230323","pdf_url":"https://ebooks.iospress.nl/pdf/doi/10.3233/SHTI230323","source":{"id":"https://openalex.org/S4210179765","display_name":"Studies in health technology and informatics","issn_l":"0926-9630","issn":["0926-9630","1879-8365"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310318577","host_organization_name":"IOS Press","host_organization_lineage":["https://openalex.org/P4310318577"],"host_organization_lineage_names":["IOS Press"],"type":"book series"},"license":"cc-by-nc","license_id":"https://openalex.org/licenses/cc-by-nc","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Studies in Health Technology and Informatics","raw_type":"book-chapter"},"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W4377091815.pdf"},"referenced_works_count":10,"referenced_works":["https://openalex.org/W2017634428","https://openalex.org/W2037450941","https://openalex.org/W2085535099","https://openalex.org/W2158744868","https://openalex.org/W2404851027","https://openalex.org/W2981293741","https://openalex.org/W3080948963","https://openalex.org/W4207050394","https://openalex.org/W4214514125","https://openalex.org/W4285612782"],"related_works":["https://openalex.org/W2765080098","https://openalex.org/W1973973903","https://openalex.org/W2992410632","https://openalex.org/W2025756212","https://openalex.org/W2706752825","https://openalex.org/W3016838864","https://openalex.org/W103069296","https://openalex.org/W2766841671","https://openalex.org/W2785359964","https://openalex.org/W2971659033"],"abstract_inverted_index":{"Nowadays,":[0],"telemedicine":[1],"can":[2,34,49],"provide":[3,35],"remote":[4],"clinical":[5],"services":[6],"for":[7,39],"the":[8,20,43,59,77,81,102,107,131,138],"elderly,":[9],"using":[10,88],"smart":[11],"devices":[12],"like":[13],"embedded":[14,31],"sensors,":[15],"via":[16],"real-time":[17],"communication":[18],"with":[19],"healthcare":[21],"provider.":[22],"In":[23,56],"particular,":[24],"inertial":[25],"measurement":[26],"sensors":[27],"such":[28,54],"as":[29],"accelerometers":[30],"in":[32,72,76],"smartphones":[33],"sensory":[36],"data":[37],"fusion":[38],"human":[40,67],"activities.":[41,68],"Thus,":[42],"technology":[44],"of":[45,83],"Human":[46],"Activity":[47],"Recognition":[48],"be":[50],"applied":[51],"to":[52,65,121],"handle":[53],"data.":[55],"recent":[57],"studies,":[58],"three-dimensional":[60],"axis":[61],"has":[62],"been":[63],"used":[64],"detect":[66],"Since":[69],"most":[70],"changes":[71],"individual":[73],"activities":[74],"occur":[75],"x-":[78],"and":[79,124],"y-axis,":[80],"label":[82],"each":[84],"activity":[85],"is":[86,111,119,134],"determined":[87],"a":[89],"new":[90],"two-dimensional":[91],"Hidden":[92],"Markov":[93],"Mode":[94],"based":[95,112],"on":[96,113],"these":[97],"two":[98],"axes.":[99],"To":[100],"evaluate":[101],"proposed":[103,117,132],"method,":[104],"we":[105],"use":[106],"WISDM":[108],"dataset":[109],"which":[110],"an":[114],"accelerometer.":[115],"The":[116,127],"strategy":[118],"compared":[120],"General":[122],"Model":[123],"User-Adaptive":[125],"Model.":[126],"results":[128],"indicate":[129],"that":[130],"model":[133],"more":[135],"accurate":[136],"than":[137],"others.":[139]},"counts_by_year":[{"year":2025,"cited_by_count":2}],"updated_date":"2026-07-15T18:14:33.161393","created_date":"2025-10-10T00:00:00"}
