Login / Signup

Predicting 7-day, 30-day and 60-day all-cause unplanned readmission: a case study of a Sydney hospital.

Yashar MaaliOscar Perez-ConchaEnrico CoieraDavid RoffeRichard O DayBlanca Gallego
Published in: BMC medical informatics and decision making (2018)
This study demonstrates similar predictors and performance to previous risk scores of 30-day unplanned readmission. Shorter-term readmissions may have different causal pathways than 30-day readmission, and may, therefore, require different screening tools and interventions. This study also re-iterates the need to include more informative data elements to ensure the appropriateness of these risk scores in clinical practice.
Keyphrases
  • clinical practice
  • healthcare
  • physical activity
  • preterm infants
  • electronic health record
  • machine learning
  • gestational age
  • data analysis