Turning hospital EHR data into predictions of emergency demand for beds
Machine Learning
Bed Capacity
Emergency Department
Admissions
This work looks at predicting the beds required across different specialties in hospitals on a short-term basis.
The output brings together
- patients on the ward with a decision to admit
- patients currently in the hospital who are predicted to need a bed in the next 8 hours
- patients expected to arrive at the hospital who are predicted to need a bed in the next 8 hours
This work has been pulled together into a package.