{"id":"https://openalex.org/W3011254839","doi":"https://doi.org/10.5220/0009169207180723","title":"Comparison of Models for Predicting the Risk of Falling in the Non-hospitalized Elderly and Evaluation of Their Performances on an Italian Population","display_name":"Comparison of Models for Predicting the Risk of Falling in the Non-hospitalized Elderly and Evaluation of Their Performances on an Italian Population","publication_year":2020,"publication_date":"2020-01-01","ids":{"openalex":"https://openalex.org/W3011254839","doi":"https://doi.org/10.5220/0009169207180723","mag":"3011254839"},"language":"en","primary_location":{"id":"doi:10.5220/0009169207180723","is_oa":true,"landing_page_url":"https://doi.org/10.5220/0009169207180723","pdf_url":null,"source":null,"license":"cc-by-nc-nd","license_id":"https://openalex.org/licenses/cc-by-nc-nd","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 13th International Joint Conference on Biomedical Engineering Systems and Technologies","raw_type":"proceedings-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://doi.org/10.5220/0009169207180723","any_repository_has_fulltext":null},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5108536183","display_name":"Elisa Salvi","orcid":null},"institutions":[{"id":"https://openalex.org/I25217355","display_name":"University of Pavia","ror":"https://ror.org/00s6t1f81","country_code":"IT","type":"education","lineage":["https://openalex.org/I25217355"]}],"countries":["IT"],"is_corresponding":true,"raw_author_name":"Elisa Salvi","raw_affiliation_strings":["Department of Electrical, Computer and Biomedical Engineering, University of Pavia, Pavia, Italy, --- Select a Country ---"],"affiliations":[{"raw_affiliation_string":"Department of Electrical, Computer and Biomedical Engineering, University of Pavia, Pavia, Italy, --- Select a Country ---","institution_ids":["https://openalex.org/I25217355"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5017145732","display_name":"Irma Sterpi","orcid":"https://orcid.org/0000-0003-0035-8881"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Irma Sterpi","raw_affiliation_strings":["Department of Neurorehabilitation Sciences, Casa di Cura Privata del Policlinico, Milan, Italy, --- Select a Country ---"],"affiliations":[{"raw_affiliation_string":"Department of Neurorehabilitation Sciences, Casa di Cura Privata del Policlinico, Milan, Italy, --- Select a Country ---","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5043237243","display_name":"Antonio Caronni","orcid":"https://orcid.org/0000-0003-3051-1031"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Antonio Caronni","raw_affiliation_strings":["Department of Neurorehabilitation Sciences, Casa di Cura Privata del Policlinico, Milan, Italy, --- Select a Country ---"],"affiliations":[{"raw_affiliation_string":"Department of Neurorehabilitation Sciences, Casa di Cura Privata del Policlinico, Milan, Italy, --- Select a Country ---","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5085973730","display_name":"Peppino Tropea","orcid":"https://orcid.org/0000-0001-8238-9619"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Peppino Tropea","raw_affiliation_strings":["Department of Neurorehabilitation Sciences, Casa di Cura Privata del Policlinico, Milan, Italy, --- Select a Country ---"],"affiliations":[{"raw_affiliation_string":"Department of Neurorehabilitation Sciences, Casa di Cura Privata del Policlinico, Milan, Italy, --- Select a Country ---","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5004547551","display_name":"Michela Picardi","orcid":"https://orcid.org/0000-0001-7996-1530"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Michela Picardi","raw_affiliation_strings":["Department of Neurorehabilitation Sciences, Casa di Cura Privata del Policlinico, Milan, Italy, --- Select a Country ---"],"affiliations":[{"raw_affiliation_string":"Department of Neurorehabilitation Sciences, Casa di Cura Privata del Policlinico, Milan, Italy, --- Select a Country ---","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5064998679","display_name":"Massimo Corbo","orcid":"https://orcid.org/0000-0003-0793-9830"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Massimo Corbo","raw_affiliation_strings":["Department of Neurorehabilitation Sciences, Casa di Cura Privata del Policlinico, Milan, Italy, --- Select a Country ---"],"affiliations":[{"raw_affiliation_string":"Department of Neurorehabilitation Sciences, Casa di Cura Privata del Policlinico, Milan, Italy, --- Select a Country ---","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5044548370","display_name":"Giordano Lanzola","orcid":"https://orcid.org/0000-0003-3190-5104"},"institutions":[{"id":"https://openalex.org/I25217355","display_name":"University of Pavia","ror":"https://ror.org/00s6t1f81","country_code":"IT","type":"education","lineage":["https://openalex.org/I25217355"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Giordano Lanzola","raw_affiliation_strings":["Department of Electrical, Computer and Biomedical Engineering, University of Pavia, Pavia, Italy, --- Select a Country ---"],"affiliations":[{"raw_affiliation_string":"Department of Electrical, Computer and Biomedical Engineering, University of Pavia, Pavia, Italy, --- Select a Country ---","institution_ids":["https://openalex.org/I25217355"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5018925225","display_name":"Silvana Quaglini","orcid":"https://orcid.org/0000-0002-4288-2561"},"institutions":[{"id":"https://openalex.org/I25217355","display_name":"University of Pavia","ror":"https://ror.org/00s6t1f81","country_code":"IT","type":"education","lineage":["https://openalex.org/I25217355"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Silvana Quaglini","raw_affiliation_strings":["Department of Electrical, Computer and Biomedical Engineering, University of Pavia, Pavia, Italy, --- Select a Country ---"],"affiliations":[{"raw_affiliation_string":"Department of Electrical, Computer and Biomedical Engineering, University of Pavia, Pavia, Italy, --- Select a Country ---","institution_ids":["https://openalex.org/I25217355"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5069995691","display_name":"Lucia Sacchi","orcid":"https://orcid.org/0000-0002-1390-9825"},"institutions":[{"id":"https://openalex.org/I25217355","display_name":"University of Pavia","ror":"https://ror.org/00s6t1f81","country_code":"IT","type":"education","lineage":["https://openalex.org/I25217355"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Lucia Sacchi","raw_affiliation_strings":["Department of Electrical, Computer and Biomedical Engineering, University of Pavia, Pavia, Italy, --- Select a Country ---"],"affiliations":[{"raw_affiliation_string":"Department of Electrical, Computer and Biomedical Engineering, University of Pavia, Pavia, Italy, --- Select a Country ---","institution_ids":["https://openalex.org/I25217355"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":9,"corresponding_author_ids":["https://openalex.org/A5108536183"],"corresponding_institution_ids":["https://openalex.org/I25217355"],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.0300823,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"718","last_page":"723"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10114","display_name":"Balance, Gait, and Falls Prevention","score":0.8687000274658203,"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":0.8687000274658203,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/falling","display_name":"Falling (accident)","score":0.8308711647987366},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.43926480412483215},{"id":"https://openalex.org/keywords/population","display_name":"Population","score":0.41518640518188477},{"id":"https://openalex.org/keywords/medicine","display_name":"Medicine","score":0.26431387662887573},{"id":"https://openalex.org/keywords/environmental-health","display_name":"Environmental health","score":0.12600213289260864}],"concepts":[{"id":"https://openalex.org/C2779079380","wikidata":"https://www.wikidata.org/wiki/Q333495","display_name":"Falling (accident)","level":2,"score":0.8308711647987366},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.43926480412483215},{"id":"https://openalex.org/C2908647359","wikidata":"https://www.wikidata.org/wiki/Q2625603","display_name":"Population","level":2,"score":0.41518640518188477},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.26431387662887573},{"id":"https://openalex.org/C99454951","wikidata":"https://www.wikidata.org/wiki/Q932068","display_name":"Environmental health","level":1,"score":0.12600213289260864}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.5220/0009169207180723","is_oa":true,"landing_page_url":"https://doi.org/10.5220/0009169207180723","pdf_url":null,"source":null,"license":"cc-by-nc-nd","license_id":"https://openalex.org/licenses/cc-by-nc-nd","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 13th International Joint Conference on Biomedical Engineering Systems and Technologies","raw_type":"proceedings-article"},{"id":"pmh:oai:boa.unimib.it:10281/468564","is_oa":false,"landing_page_url":"https://hdl.handle.net/10281/468564","pdf_url":null,"source":{"id":"https://openalex.org/S4306401259","display_name":"BOA (University of Milano-Bicocca)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I66752286","host_organization_name":"University of Milano-Bicocca","host_organization_lineage":["https://openalex.org/I66752286"],"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":"info:eu-repo/semantics/conferenceObject"}],"best_oa_location":{"id":"doi:10.5220/0009169207180723","is_oa":true,"landing_page_url":"https://doi.org/10.5220/0009169207180723","pdf_url":null,"source":null,"license":"cc-by-nc-nd","license_id":"https://openalex.org/licenses/cc-by-nc-nd","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 13th International Joint Conference on Biomedical Engineering Systems and Technologies","raw_type":"proceedings-article"},"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":0,"referenced_works":[],"related_works":["https://openalex.org/W2899084033","https://openalex.org/W2748952813","https://openalex.org/W2024194626","https://openalex.org/W4386475327","https://openalex.org/W2386158341","https://openalex.org/W2746852369","https://openalex.org/W1976940922","https://openalex.org/W2374649224","https://openalex.org/W2390279801","https://openalex.org/W2332777286"],"abstract_inverted_index":{"Within":[0],"the":[1,10,28,38,65,85,91,104,126,129,132,136,145],"NONCADO":[2],"project,":[3],"which":[4],"aims":[5],"at":[6,14],"preventing":[7],"falls":[8],"in":[9,63,112],"elderly":[11],"living":[12],"alone":[13],"home,":[15],"we":[16,53,59,88],"performed":[17],"a":[18,74,94,113],"literature":[19],"search":[20],"for":[21],"models":[22,43,57,150],"that":[23],"provide":[24],"an":[25,46,79],"estimate":[26],"of":[27,31,67,69,93,96,108,125,148],"subject's":[29],"risk":[30,48,66,146],"falling.":[32],"Our":[33,117],"goal":[34],"is":[35],"to":[36,44,143],"combine":[37,144],"scores":[39],"produced":[40],"by":[41,99],"multiple":[42,149],"derive":[45],"overall":[47],"score.":[49],"In":[50],"this":[51],"work":[52],"described":[54],"nine":[55],"predictive":[56,133],"and":[58,78,123],"tested":[60],"their":[61,101],"concordance":[62,122],"assessing":[64],"falling":[68],"two":[70],"patient":[71,76,82],"populations,":[72],"namely":[73],"simulated":[75],"population":[77,138],"Italian":[80,137],"real-world":[81,86],"population.":[83,130],"Using":[84],"population,":[87],"also":[89],"measured":[90,135],"performance":[92,134],"subset":[95],"these":[97],"models,":[98],"comparing":[100],"predictions":[102,147],"with":[103],"outcome":[105],"(in":[106],"terms":[107],"occurred":[109],"falls)":[110],"collected":[111],"9-months":[114],"follow-up":[115],"study.":[116],"experiments":[118],"showed":[119],"poor":[120],"model":[121],"dependence":[124],"results":[127],"on":[128],"Furthermore,":[131],"were":[139],"limited.":[140],"Therefore,":[141],"attempts":[142],"should":[151],"be":[152],"cautious.":[153]},"counts_by_year":[],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}