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Validating a Machine Learning Algorithm to Predict 30-Day Re-Admissions in Patients With Heart Failure: Protocol for a Prospective Cohort Study

BACKGROUND: Big data solutions, particularly machine learning predictive algorithms, have demonstrated the ability to unlock value from data in real time in many settings outside of health care. Rapid growth in electronic medical record adoption and the shift from a volume-based to a value-based rei...

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Dettagli Bibliografici
Pubblicato in:JMIR Res Protoc
Autori principali: Kakarmath, Sujay, Golas, Sara, Felsted, Jennifer, Kvedar, Joseph, Jethwani, Kamal, Agboola, Stephen
Natura: Artigo
Lingua:Inglês
Pubblicazione: JMIR Publications 2018
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Accesso online:https://ncbi.nlm.nih.gov/pmc/articles/PMC6231891/
https://ncbi.nlm.nih.gov/pubmed/30181113
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.2196/resprot.9466
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