Training and Interpreting Machine Learning Algorithms to Evaluate Fall Risk after Emergency Department Visits

BACKGROUND: Machine learning is increasingly used for risk stratification in healthcare. Achieving accurate predictive models does not improve outcomes if they cannot be translated into efficacious intervention. Here we examine the potential utility of an automated risk-stratification and referral i...

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Udgivet i:Med Care
Main Authors: Patterson, Brian W., Engstrom, Collin J., Sah, Varun, Smith, Maureen A., Mendonça, Eneida A., Pulia, Michael S., Repplinger, Michael D., Hamedani, Azita, Page, David, Shah, Manish N.
Format: Artigo
Sprog:Inglês
Udgivet: 2019
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Article
Online adgang:https://ncbi.nlm.nih.gov/pmc/articles/PMC6590914/
https://ncbi.nlm.nih.gov/pubmed/31157707
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1097/MLR.0000000000001140
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