Title
Data-Driven Continuous Assessment of Frailty in Older People.
Abstract
The process of aging affects an individualu0027s potential in several dimensions, encompassing the physical, cognitive, psychological, economic, and social domains. The assessment of frailty in elderly patients is key to estimate their overall well-being and to predict mortality risk. In the clinical practice, frailty is usually estimated through medical tests and questionnaires performed sporadically. Continuous automatic assessment may help physicians in evaluating frailty by complementing their assessments with quantitative and non sporadic measurements. In this paper we present the state-of-the-art in frailty evaluation, we summarize recent research achievements that could lead to an improved assessment, and we illustrate a case study we are conducting in our institution. Finally, based on our experience and results, we comment on the open challenges of automatic assessment of frailty.
Year
Venue
Field
2018
Front. Digital Humanities
Smart environment,Data-driven,Computational vision,Continuous assessment,Computer science,Clinical Practice,Cognition,Multimedia,Applied psychology
DocType
Volume
Citations 
Journal
2018
1
PageRank 
References 
Authors
0.35
0
7
Name
Order
Citations
PageRank
Chiara Martini120.79
Annalisa Barla211416.71
Francesca Odone341145.90
Alessandro Verri41754190.73
Alberto Cella510.35
Gian Andrea Rollandi610.35
Alberto Pilotto710.69