This application demonstrates the clinical outcome model (CORe) presented in our paper: Clinical Outcome Prediction from Admission Notes
using Self-Supervised Knowledge Integration. Betty van Aken, Jens-Michalis Papaioannou, Manuel
Mayrdorfer, Klemens Budde, Felix A. Gers, Alexander Löser. EACL 2021.
Note: Because we cannot make clinical notes from the MIMIC III database public, we created synthetic patient examples in a similar format as the MIMIC III admission notes. Our examples were verified by clinical doctors in order to make them medically plausible. Besides it is possible to evaluate own examples, e.g. from the original MIMIC III corpus.
Length of Stay Prediction
Length of Stay
ICD9 Diagnoses Predictions
ICD9 Procedures Predictions
Contact: Betty van Aken (@betty_v_a)