{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,6,3]],"date-time":"2026-06-03T14:32:21Z","timestamp":1780497141185,"version":"3.54.1"},"reference-count":65,"publisher":"Institute of Electrical and Electronics Engineers (IEEE)","issue":"4","license":[{"start":{"date-parts":[[2018,4,1]],"date-time":"2018-04-01T00:00:00Z","timestamp":1522540800000},"content-version":"vor","delay-in-days":0,"URL":"https:\/\/ieeexplore.ieee.org\/Xplorehelp\/downloads\/license-information\/IEEE.html"}],"content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":["Proc. IEEE"],"published-print":{"date-parts":[[2018,4]]},"DOI":"10.1109\/jproc.2018.2791463","type":"journal-article","created":{"date-parts":[[2018,2,5]],"date-time":"2018-02-05T22:30:06Z","timestamp":1517869806000},"page":"723-737","source":"Crossref","is-referenced-by-count":45,"title":["Predicting Frailty Condition in Elderly Using Multidimensional Socioclinical Databases"],"prefix":"10.1109","volume":"106","author":[{"ORCID":"https:\/\/orcid.org\/0000-0001-6925-5712","authenticated-orcid":false,"given":"Flavio","family":"Bertini","sequence":"first","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Giacomo","family":"Bergami","sequence":"additional","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Danilo","family":"Montesi","sequence":"additional","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]},{"ORCID":"https:\/\/orcid.org\/0000-0002-6257-729X","authenticated-orcid":false,"given":"Giacomo","family":"Veronese","sequence":"additional","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]},{"ORCID":"https:\/\/orcid.org\/0000-0003-2407-9860","authenticated-orcid":false,"given":"Giulio","family":"Marchesini","sequence":"additional","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Paolo","family":"Pandolfi","sequence":"additional","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]}],"member":"263","reference":[{"key":"ref39","doi-asserted-by":"publisher","DOI":"10.4103\/2153-3539.161615"},{"key":"ref38","doi-asserted-by":"publisher","DOI":"10.1016\/j.cmpb.2010.07.002"},{"key":"ref33","first-page":"165","article-title":"Case study: A data warehouse for an academic medical center","volume":"15","author":"einbinder","year":"2001","journal-title":"J Healthcare Inf Manage"},{"key":"ref32","doi-asserted-by":"publisher","DOI":"10.1016\/S1386-5056(00)00126-X"},{"key":"ref31","doi-asserted-by":"publisher","DOI":"10.1145\/585597.585602"},{"key":"ref30","first-page":"27","article-title":"Un modello statistico previsionale per misurare la fragilit&#x00E8;","author":"pandolfi","year":"2014","journal-title":"La fragilit&#x00E0; Degli Anziani Strategie Progetti Srtrumenti per Invecchiare Bene"},{"key":"ref37","doi-asserted-by":"publisher","DOI":"10.1016\/j.radonc.2012.09.019"},{"key":"ref36","doi-asserted-by":"publisher","DOI":"10.1016\/j.cll.2007.10.003"},{"key":"ref35","doi-asserted-by":"publisher","DOI":"10.1197\/jamia.M1299"},{"key":"ref34","doi-asserted-by":"publisher","DOI":"10.1016\/S0933-3657(02)00051-9"},{"key":"ref60","article-title":"Il sistema informativo socio-sanitario e il supporto all&#x2019;attivit&#x00E0; di programmazione","author":"bosi","year":"2012"},{"key":"ref62","doi-asserted-by":"publisher","DOI":"10.1002\/widm.8"},{"key":"ref61","article-title":"Flusso informativo: Assistenza residenziale e semiresidenziale per anziani o persone non autosufficienti in condizioni di cronicit e\/o relativa stabilizzazione delle condizioni cliniche","author":"fabrizio","year":"2010"},{"key":"ref63","first-page":"1","article-title":"Generalized boosted models: A guide to the GBM package","volume":"1","author":"ridgeway","year":"2007","journal-title":"Update"},{"key":"ref28","doi-asserted-by":"publisher","DOI":"10.1002\/pds.3674"},{"key":"ref64","first-page":"18","volume":"2","author":"liaw","year":"2002","journal-title":"R News"},{"key":"ref27","doi-asserted-by":"publisher","DOI":"10.1136\/bmjopen-2013-003482"},{"key":"ref65","doi-asserted-by":"publisher","DOI":"10.1023\/B:STCO.0000035301.49549.88"},{"key":"ref29","doi-asserted-by":"publisher","DOI":"10.1111\/j.1532-5415.2011.03597.x"},{"key":"ref2","doi-asserted-by":"publisher","DOI":"10.1016\/J.ENG.2016.02.012"},{"key":"ref1","doi-asserted-by":"publisher","DOI":"10.1109\/TC.2016.2538059"},{"key":"ref20","doi-asserted-by":"publisher","DOI":"10.1093\/gerona\/59.3.M255"},{"key":"ref22","first-page":"220","article-title":"Development and validation of predictive MoSaiCo (Modello Statistico Combinato) on emergency admissions: Can it also identify patients at high risk of frailty?","volume":"47","author":"falasca","year":"2011","journal-title":"Ann dell&#x2019;Istituto Superiore Sanit&#x00E0;"},{"key":"ref21","doi-asserted-by":"publisher","DOI":"10.7326\/0003-4819-130-11-199906010-00022"},{"key":"ref24","doi-asserted-by":"publisher","DOI":"10.1136\/pgmj.2006.048587"},{"key":"ref23","doi-asserted-by":"publisher","DOI":"10.1016\/j.archger.2015.02.006"},{"key":"ref26","doi-asserted-by":"publisher","DOI":"10.1161\/CIRCULATIONAHA.108.841437"},{"key":"ref25","doi-asserted-by":"publisher","DOI":"10.1016\/j.maturitas.2015.05.013"},{"key":"ref50","doi-asserted-by":"publisher","DOI":"10.1038\/nature07634"},{"key":"ref51","first-page":"1568","article-title":"Twitter catches the flu: Detecting influenza epidemics using twitter","author":"aramaki","year":"2011","journal-title":"Proc Conf Empirical Methods Natural Lang Process"},{"key":"ref59","doi-asserted-by":"publisher","DOI":"10.1016\/j.transproceed.2007.04.004"},{"key":"ref58","author":"hair","year":"2014","journal-title":"Multivariate Data Analysis"},{"key":"ref57","first-page":"296","article-title":"An information-theoretic definition of similarity","author":"lin","year":"1998","journal-title":"Proc 15th Int Conf Mach Learn (ICML)"},{"key":"ref56","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-319-21843-4_12"},{"key":"ref55","doi-asserted-by":"publisher","DOI":"10.1145\/2463676.2465327"},{"key":"ref54","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-642-54655-6"},{"key":"ref53","doi-asserted-by":"publisher","DOI":"10.1201\/b18588"},{"key":"ref52","doi-asserted-by":"publisher","DOI":"10.1016\/j.ijmedinf.2006.11.006"},{"key":"ref10","doi-asserted-by":"publisher","DOI":"10.1016\/j.jss.2015.08.041"},{"key":"ref11","doi-asserted-by":"publisher","DOI":"10.1093\/gerona\/56.3.M146"},{"key":"ref40","doi-asserted-by":"publisher","DOI":"10.1111\/j.1532-5415.2010.03107.x"},{"key":"ref12","doi-asserted-by":"publisher","DOI":"10.1016\/S0140-6736(12)62167-9"},{"key":"ref13","doi-asserted-by":"publisher","DOI":"10.1016\/S0140-6736(14)61595-6"},{"key":"ref14","doi-asserted-by":"publisher","DOI":"10.1136\/jech.2008.078428"},{"key":"ref15","doi-asserted-by":"publisher","DOI":"10.1016\/j.annepidem.2014.05.002"},{"key":"ref16","doi-asserted-by":"publisher","DOI":"10.1093\/ageing\/afw039"},{"key":"ref17","article-title":"Fit for frailty: Consensus best practice guidance for the care of older people living with frailty in community and outpatient settings","author":"turner","year":"2014"},{"key":"ref18","doi-asserted-by":"publisher","DOI":"10.1093\/ageing\/afu138"},{"key":"ref19","article-title":"Combined predictive model: Final report and technical documentation","author":"wennberg","year":"2006"},{"key":"ref4","doi-asserted-by":"publisher","DOI":"10.1186\/s13690-015-0068-x"},{"key":"ref3","article-title":"World population ageing 2015: Highlights","year":"2015"},{"key":"ref6","article-title":"The rising cost of living longer: Analysis of Medicare spending by age for beneficiaries in traditional Medicare","author":"neuman","year":"2015","journal-title":"The Henry J Kaiser Family Foundation"},{"key":"ref5","doi-asserted-by":"publisher","DOI":"10.1093\/ageing\/afv196"},{"key":"ref8","doi-asserted-by":"publisher","DOI":"10.1109\/ISC2.2016.7580791"},{"key":"ref7","first-page":"1","article-title":"Smart cities and the ageing population","author":"skouby","year":"2014","journal-title":"Proc of 32nd WWRF Meeting"},{"key":"ref49","doi-asserted-by":"publisher","DOI":"10.1136\/amiajnl-2012-001360"},{"key":"ref9","doi-asserted-by":"publisher","DOI":"10.1109\/ISC2.2016.7580804"},{"key":"ref46","first-page":"55","article-title":"Patient risk prediction model via top-k stability selection","author":"zhou","year":"2013","journal-title":"Proc SIAM Conf Data Mining"},{"key":"ref45","doi-asserted-by":"crossref","DOI":"10.1186\/1471-2105-15-S16-S11","article-title":"Genetic algorithm with logistic regression for prediction of progression to Alzheimer&#x2019;s disease","volume":"15","author":"johnson","year":"2014","journal-title":"BMC Bioinf"},{"key":"ref48","doi-asserted-by":"publisher","DOI":"10.1109\/JEC-ECC.2012.6186978"},{"key":"ref47","first-page":"118","article-title":"On patient&#x2019;s characteristics extraction for metabolic syndrome diagnosis: Predictive modelling based on machine learning","author":"babi?","year":"2014","journal-title":"Proc Int Conf Inf Technol Bio- Med Inf"},{"key":"ref42","first-page":"1","article-title":"An introduction to healthcare data analytics","author":"reddy","year":"2015","journal-title":"Health Data Analytics"},{"key":"ref41","doi-asserted-by":"publisher","DOI":"10.1016\/j.artmed.2015.07.003"},{"key":"ref44","doi-asserted-by":"publisher","DOI":"10.11591\/ijphs.v1i2.1380"},{"key":"ref43","first-page":"65","article-title":"Data mining applications in healthcare","volume":"19","author":"koh","year":"2011","journal-title":"J Healthcare Inf Manage"}],"container-title":["Proceedings of the IEEE"],"original-title":[],"link":[{"URL":"http:\/\/xplorestaging.ieee.org\/ielx7\/5\/8326750\/08280555.pdf?arnumber=8280555","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2022,1,28]],"date-time":"2022-01-28T21:13:19Z","timestamp":1643404399000},"score":1,"resource":{"primary":{"URL":"https:\/\/ieeexplore.ieee.org\/document\/8280555\/"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2018,4]]},"references-count":65,"journal-issue":{"issue":"4"},"URL":"https:\/\/doi.org\/10.1109\/jproc.2018.2791463","relation":{},"ISSN":["0018-9219","1558-2256"],"issn-type":[{"value":"0018-9219","type":"print"},{"value":"1558-2256","type":"electronic"}],"subject":[],"published":{"date-parts":[[2018,4]]}}}