{"id":"https://openalex.org/W4408632934","doi":"https://doi.org/10.3233/faia241587","title":"Evaluation of Bed Sensor Panel Positions for Bed Position Classification Toward Fall and Bedsore Prevention","display_name":"Evaluation of Bed Sensor Panel Positions for Bed Position Classification Toward Fall and Bedsore Prevention","publication_year":2025,"publication_date":"2025-03-17","ids":{"openalex":"https://openalex.org/W4408632934","doi":"https://doi.org/10.3233/faia241587"},"language":"en","primary_location":{"id":"doi:10.3233/faia241587","is_oa":true,"landing_page_url":"https://doi.org/10.3233/faia241587","pdf_url":"https://ebooks.iospress.nl/pdf/doi/10.3233/FAIA241587","source":{"id":"https://openalex.org/S4210201731","display_name":"Frontiers in artificial intelligence and applications","issn_l":"0922-6389","issn":["0922-6389","1879-8314"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"journal"},"license":"cc-by-nc","license_id":"https://openalex.org/licenses/cc-by-nc","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Frontiers in Artificial Intelligence and Applications","raw_type":"book-chapter"},"type":"book-chapter","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"hybrid","oa_url":"https://ebooks.iospress.nl/pdf/doi/10.3233/FAIA241587","any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5083707183","display_name":"Waranrach Viriyavit","orcid":"https://orcid.org/0000-0002-5192-8998"},"institutions":[{"id":"https://openalex.org/I129488602","display_name":"Burapha University","ror":"https://ror.org/01ff74m36","country_code":"TH","type":"education","lineage":["https://openalex.org/I129488602"]}],"countries":["TH"],"is_corresponding":true,"raw_author_name":"Waranrach Viriyavit","raw_affiliation_strings":["Faculty of Informatics, Burapha University"],"raw_orcid":"https://orcid.org/0000-0002-5192-8998","affiliations":[{"raw_affiliation_string":"Faculty of Informatics, Burapha University","institution_ids":["https://openalex.org/I129488602"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5080071277","display_name":"Somrudee Deepaisarn","orcid":"https://orcid.org/0000-0001-7647-6345"},"institutions":[{"id":"https://openalex.org/I108108428","display_name":"Thammasat University","ror":"https://ror.org/002yp7f20","country_code":"TH","type":"education","lineage":["https://openalex.org/I108108428"]}],"countries":["TH"],"is_corresponding":false,"raw_author_name":"Somrudee Deepaisarn","raw_affiliation_strings":["Sirindhorn International Institute of Technology, Thammasat University"],"raw_orcid":"https://orcid.org/0000-0001-7647-6345","affiliations":[{"raw_affiliation_string":"Sirindhorn International Institute of Technology, Thammasat University","institution_ids":["https://openalex.org/I108108428"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5023028746","display_name":"Thatsanee Charoenporn","orcid":"https://orcid.org/0000-0002-9577-9082"},"institutions":[{"id":"https://openalex.org/I200641316","display_name":"Musashino University","ror":"https://ror.org/04bcbax71","country_code":"JP","type":"education","lineage":["https://openalex.org/I200641316"]}],"countries":["JP"],"is_corresponding":false,"raw_author_name":"Thatsanee Charoenporn","raw_affiliation_strings":["Asia AI Institute (AAII), Faculty of Data Science, Musashino University"],"raw_orcid":"https://orcid.org/0000-0002-9577-9082","affiliations":[{"raw_affiliation_string":"Asia AI Institute (AAII), Faculty of Data Science, Musashino University","institution_ids":["https://openalex.org/I200641316"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5023273506","display_name":"Virach Sornlertlamvanich","orcid":"https://orcid.org/0000-0002-6918-8713"},"institutions":[{"id":"https://openalex.org/I200641316","display_name":"Musashino University","ror":"https://ror.org/04bcbax71","country_code":"JP","type":"education","lineage":["https://openalex.org/I200641316"]}],"countries":["JP"],"is_corresponding":false,"raw_author_name":"Virach Sornlertlamvanich","raw_affiliation_strings":["Asia AI Institute (AAII), Faculty of Data Science, Musashino University"],"raw_orcid":"https://orcid.org/0000-0002-6918-8713","affiliations":[{"raw_affiliation_string":"Asia AI Institute (AAII), Faculty of Data Science, Musashino University","institution_ids":["https://openalex.org/I200641316"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5083707183"],"corresponding_institution_ids":["https://openalex.org/I129488602"],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.1051631,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":null,"last_page":null},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T13248","display_name":"Healthcare Technology and Patient Monitoring","score":0.9828000068664551,"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"}},"topics":[{"id":"https://openalex.org/T13248","display_name":"Healthcare Technology and Patient Monitoring","score":0.9828000068664551,"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"}},{"id":"https://openalex.org/T10114","display_name":"Balance, Gait, and Falls Prevention","score":0.9771000146865845,"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/T10322","display_name":"Respiratory Support and Mechanisms","score":0.9200000166893005,"subfield":{"id":"https://openalex.org/subfields/2740","display_name":"Pulmonary and Respiratory Medicine"},"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/position","display_name":"Position (finance)","score":0.5307022929191589},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.4137188792228699},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.40273410081863403},{"id":"https://openalex.org/keywords/computer-vision","display_name":"Computer vision","score":0.36450183391571045},{"id":"https://openalex.org/keywords/business","display_name":"Business","score":0.14313527941703796}],"concepts":[{"id":"https://openalex.org/C198082294","wikidata":"https://www.wikidata.org/wiki/Q3399648","display_name":"Position (finance)","level":2,"score":0.5307022929191589},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.4137188792228699},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.40273410081863403},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.36450183391571045},{"id":"https://openalex.org/C144133560","wikidata":"https://www.wikidata.org/wiki/Q4830453","display_name":"Business","level":0,"score":0.14313527941703796},{"id":"https://openalex.org/C10138342","wikidata":"https://www.wikidata.org/wiki/Q43015","display_name":"Finance","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.3233/faia241587","is_oa":true,"landing_page_url":"https://doi.org/10.3233/faia241587","pdf_url":"https://ebooks.iospress.nl/pdf/doi/10.3233/FAIA241587","source":{"id":"https://openalex.org/S4210201731","display_name":"Frontiers in artificial intelligence and applications","issn_l":"0922-6389","issn":["0922-6389","1879-8314"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"journal"},"license":"cc-by-nc","license_id":"https://openalex.org/licenses/cc-by-nc","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Frontiers in Artificial Intelligence and Applications","raw_type":"book-chapter"}],"best_oa_location":{"id":"doi:10.3233/faia241587","is_oa":true,"landing_page_url":"https://doi.org/10.3233/faia241587","pdf_url":"https://ebooks.iospress.nl/pdf/doi/10.3233/FAIA241587","source":{"id":"https://openalex.org/S4210201731","display_name":"Frontiers in artificial intelligence and applications","issn_l":"0922-6389","issn":["0922-6389","1879-8314"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"journal"},"license":"cc-by-nc","license_id":"https://openalex.org/licenses/cc-by-nc","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Frontiers in Artificial Intelligence and Applications","raw_type":"book-chapter"},"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":true,"grobid_xml":false},"content_urls":{"pdf":"https://content.openalex.org/works/W4408632934.pdf"},"referenced_works_count":0,"referenced_works":[],"related_works":["https://openalex.org/W2772917594","https://openalex.org/W2036807459","https://openalex.org/W2058170566","https://openalex.org/W2755342338","https://openalex.org/W2166024367","https://openalex.org/W3116076068","https://openalex.org/W2229312674","https://openalex.org/W2951359407","https://openalex.org/W2079911747","https://openalex.org/W1969923398"],"abstract_inverted_index":{"The":[0,99],"increasing":[1],"elderly":[2,71],"population":[3],"necessitates":[4],"increased":[5],"geriatric":[6],"care.":[7],"However,":[8,42],"a":[9,15,77,151,157],"shortage":[10],"of":[11,17,25,85,134,140,164,173,190,197,223],"caregivers":[12],"leads":[13],"to":[14],"risk":[16],"falls":[18],"and":[19,34,50,89,117,137,217],"bedsores":[20],"in":[21,28,109,161,194,220],"the":[22,53,64,97,110,114,120,125,130,132,135,138,153,162,165,177,188,191,195,201,211,212,218,221,224],"elderly,":[23],"both":[24],"which":[26],"result":[27],"severe":[29],"injuries.":[30],"Whilst":[31],"wearable":[32],"devices,":[33],"vision":[35],"sensors":[36,44,88,142],"have":[37],"been":[38],"adopted":[39],"for":[40,52,69,128,146,156],"monitoring.":[41,73],"these":[43,57],"come":[45],"with":[46,81,170],"limitations,":[47],"impacting":[48],"comfort":[49],"privacy":[51],"elderly.":[54],"To":[55,123],"address":[56],"challenges,":[58],"non-intrusive":[59],"sensing":[60],"devices":[61],"integrated":[62],"into":[63],"environment":[65],"offer":[66],"promising":[67],"value":[68],"continuous":[70],"activity":[72],"This":[74,175],"study":[75],"uses":[76],"panel":[78,136,141,159,178],"sensor":[79,158,179,208],"embedded":[80],"four":[82],"sensors,":[83,200],"consisting":[84],"two":[86,90],"piezoelectric":[87],"pressure":[91],"sensors.":[92],"It":[93],"is":[94],"placed":[95,182,209],"beneath":[96],"mattress.":[98],"position":[100,127,155],"classification":[101],"encompasses":[102],"five":[103],"distinct":[104],"positions:":[105],"off-bed,":[106],"sitting,":[107],"lying":[108,112,118],"center,":[111],"on":[113,119],"left":[115],"side,":[116],"right":[121],"side.":[122],"find":[124],"best":[126,154],"placing":[129,198,206],"panel,":[131],"positions":[133,143,148],"combination":[139],"are":[144],"evaluated":[145],"five-bed":[147],"classification.":[149],"As":[150],"result,":[152],"was":[160],"middle":[163,222],"bed":[166,225],"(position":[167,214,226],"No.":[168,215,227],"3),":[169,228],"an":[171],"accuracy":[172,230],"97.12%.":[174],"suggests":[176],"should":[180],"be":[181],"at":[183,210],"123.5":[184],"cm,":[185],"measured":[186],"from":[187],"top":[189],"bed.":[192],"Moreover,":[193],"case":[196],"two-panel":[199],"most":[202],"effective":[203],"arrangement":[204],"comprises":[205],"one-panel":[207],"bed-top":[213],"1)":[216],"other":[219],"yielding":[229],"99.93%.":[231]},"counts_by_year":[],"updated_date":"2025-12-28T23:10:05.387466","created_date":"2025-10-10T00:00:00"}
