ProtoPatient is trained on MIMIC-III data
to predict diagnoses from
clinical admission notes. The model outputs support medical decision making by highlighting the most
relevant parts in the text
for each diagnosis and presenting prototypical patients
, which the
model decisions are based on.
Note: Because we cannot publish clinical notes from the MIMIC-III database, we use synthetic
patient examples and comparable notes from MTSamples.com
for this public demo.