Neurosurgery inpatient outcome prediction for discharge planning with deep learning and transfer learning.

Deep learning may predict inpatient neurosurgery outcomes from free-text medical data. Recurrent predictions with ward round notes enable the use of information obtained throughout hospital admissions in these estimates.