Predicting preventable hospital readmissions with causal machine learning

OBJECTIVE: To assess both the feasibility and potential impact of predicting preventable hospital readmissions using causal machine learning applied to data from the implementation of a readmissions prevention intervention (the Transitions Program). DATA SOURCES: Electronic health records maintained...

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Shranjeno v:
Bibliografske podrobnosti
izdano v:Health Serv Res
Main Authors: Marafino, Ben J., Schuler, Alejandro, Liu, Vincent X., Escobar, Gabriel J., Baiocchi, Mike
Format: Artigo
Jezik:Inglês
Izdano: John Wiley and Sons Inc. 2020
Teme:
Best of AcademyHealth 2020 Annual Research Meeting
Online dostop:https://ncbi.nlm.nih.gov/pmc/articles/PMC7704477/
https://ncbi.nlm.nih.gov/pubmed/33125706
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1111/1475-6773.13586
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