Co-Design of a Patient Fall Risk Prevention Service Powered by Machine Learning

Author:

Ermini Sara1ORCID,Caponi Anna1ORCID,Guiducci Leonardo1ORCID,Valli Benedetta2ORCID,Rizzo Antonio1ORCID

Affiliation:

1. University of Siena, Italy

2. Centro Chirurgico Toscano Arezzo, AR, Italy, Italy

Funder

POR CREO FESR Toscana

Publisher

ACM

Reference16 articles.

1. Validation of the Hendrich II Fall Risk Model: A large concurrent case/control study of hospitalized patients

2. T. Brown and B. Katz. 2011. Change by design: How Design Thinking Transforms Organizations and Inspires Innovation. HarperBusiness New York.

3. I. D. Cameron S. M. Dyer C. E. Panagoda G. R. Murray K. D. Hill R. G. Cumming and N. Kerse. 2018. Interventions for preventing falls in older people in care facilities and hospitals. Cochrane Database Syst Rev 9 9 (2018).

4. Hospital falls prevention with patient education: a scoping review

5. Z. Juntang T. Tommy D. Yifan and T. Sekhar. 2020. AdaBelief Optimizer: Adapting Stepsizes by the Belief in Observed Gradients. CoRR abs/2010.07468 (2020). arXiv:2010.07468

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