Predicting readmission risk from doctors' notes

Code

• github.com/farinstitute/ReadmissionRiskDoctorNotes
  OfficialIn papernone★ 0

Abstract

We develop a model using deep learning techniques and natural language processing on unstructured text from medical records to predict hospital-wide 30-day unplanned readmission, with c-statistic .70. Our model is constructed to allow physicians to interpret the significant features for prediction.

Tasks

Reproductions