1 code implementation • 5 May 2021 • Adrian Hoffmann, Claudio Fanconi, Rahul Rade, Jonas Kohler
Deep neural networks that yield human interpretable decisions by architectural design have lately become an increasingly popular alternative to post hoc interpretation of traditional black-box models.
2 code implementations • 28 Sep 2022 • Claudio Fanconi, Marieke van Buchem, Tina Hernandez-Boussard
Clinical notes are an essential component of a health record.
1 code implementation • 25 Oct 2023 • Claudio Fanconi, Moritz Vandenhirtz, Severin Husmann, Julia E. Vogt
Prototype learning, a popular machine learning method designed for inherently interpretable decisions, leverages similarities to learned prototypes for classifying new data.