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

• Main Authors: Richard John Woodman (Author), Kimberley Bryant (Author), Michael J Sorich (Author), Alberto Pilotto (Author), Arduino Aleksander Mangoni (Author)
• 格式: 圖書
• 出版: JMIR Publications, 2021-06-01T00:00:00Z.
• 主題: article
• 在線閱讀: Connect to this object online.

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...