most citedThis Patient Looks Like That Patient: Prototypical Networks for Interpretable Diagnosis Prediction from Clinical Text

6 citations · 8 across the 2 of their papers we have counts for

collaborators

2 papers

cs.CL2022★ 6 cited

This Patient Looks Like That Patient: Prototypical Networks for Interpretable Diagnosis Prediction from Clinical Text

Betty van Aken, Jens-Michalis Papaioannou, Marcel G. Naik +4

The use of deep neural models for diagnosis prediction from clinical text has shown promising results. However, in clinical practice such models must not only be accurate, but prov…

cs.CL2021★ 2 cited

Clinical Outcome Prediction from Admission Notes using Self-Supervised Knowledge Integration

Betty van Aken, Jens-Michalis Papaioannou, Manuel Mayrdorfer +3

Outcome prediction from clinical text can prevent doctors from overlooking possible risks and help hospitals to plan capacities. We simulate patients at admission time, when decisi…