NDLI: FRAT-Up, a Rule-Based System Evaluating Fall Risk in the Elderly

Content Provider	IEEE Xplore Digital Library
Author	Cattelani, L. Chesani, F. Palumbo, P. Palmerini, L. Bandinelli, S. Becker, C. Chiari, L.
Copyright Year	2014
Description	Author affiliation: Dept. of Comput. Sci. & Eng., Univ. of Bologna, Bologna, Italy (Chesani, F.) \|\| Geriatric Unit, Azienda Sanitaria Firenze, Florence, Italy (Bandinelli, S.) \|\| Dept. of Electr., Electron., & Inf. Eng., Univ. of Bologna, Bologna, Italy (Cattelani, L.; Palumbo, P.; Palmerini, L.; Chiari, L.) \|\| Geriatric Rehabilitation Clinic, Robert Bosch Krankenhaus, Germany (Becker, C.)
Abstract	About one-third of persons over 65 are subject to at least one fall during a year, and many of them are subjected to health, psychological and financial consequences. A requirement to improve the effectiveness of preventive interventions is to timely identify subjects at higher risk. In this work we introduce the Farseeing Fall Risk Assessment Tool (FRAT-up), a software tool for evaluating the fall risk of a subject, based on known risk factors. The tool is based on probabilistic rules, generated automatically from a light ontology capturing the scientific findings about risk factors. FRAT-up has been tested on the In CHIANTI dataset, showing performances comparable with state-of-the-art tools.
Starting Page	38
Ending Page	41
File Size	220272
Page Count	4
File Format	PDF
ISBN	9781479944354
ISSN	23729198
DOI	10.1109/CBMS.2014.35
Language	English
Publisher	Institute of Electrical and Electronics Engineers, Inc. (IEEE)
Publisher Date	2014-05-27
Publisher Place	USA
Access Restriction	Subscribed
Rights Holder	Institute of Electrical and Electronics Engineers, Inc. (IEEE)
Subject Keyword	Ontologies Geriatrics Probabilistic logic Communities Semantics Senior citizens Electronic mail Aged Accidental Falls Odds Ratio Risk Assessment Risk Factors ROC Curve
Content Type	Text
Resource Type	Article

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1	Ministry of Education (GoI), Department of Higher Education	Sanctioning Authority	https://www.education.gov.in/ict-initiatives
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