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Use of Multiprognostic Index Domain Scores, Clinical Data, and Machine Learning to Improve 12-Month Mortality Risk Prediction in Older Hospitalized Patients: Prospective Cohort Study

BackgroundThe Multidimensional Prognostic Index (MPI) is an aggregate, comprehensive, geriatric assessment scoring system derived from eight domains that predict adverse outcomes, including 12-month mortality. However, the prediction accuracy of using the three MPI categories (mild, moderate, and se...

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Hauptverfasser: Richard John Woodman, Kimberley Bryant, Michael J Sorich, Alberto Pilotto, Arduino Aleksander Mangoni
Format: Artigo
Sprache:Inglês
Veröffentlicht: JMIR Publications 2021-06-01
Schriftenreihe:Journal of Medical Internet Research
Online-Zugang:https://www.jmir.org/2021/6/e26139
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