External Validation of a "Black-Box" Clinical Predictive Model in Nephrology: Can Interpretability Methods Help Illuminate Performance Differences? - Harry Freitas Da Cruz; Boris Pfahringer; Frederic Schneider; Alexander Meyer; Matthieu-P. Schapranow (AIME, 2019)

MORPHER - A Platform to Support Modeling of Outcome and Risk Prediction in Health Research. - Harry Freitas Da Cruz; Benjamin Bergner; Orhan Konak; Frederic Schneider; Philipp Bode; Conrad Lempert; Matthieu-P. Schapranow (BIBE, 2019)

Prediction of Acute Kidney Injury in Cardiac Surgery Patients: Interpretation using Local Interpretable Model-agnostic Explanations. - Harry Freitas Da Cruz; Frederic Schneider; Matthieu-P. Schapranow (HEALTHINF, 2019)

An Actor Database System for Akka. - Sebastian Schmidl; Frederic Schneider; Thorsten Papenbrock (BTW (Workshops), 2019)

Using interpretability approaches to update "black-box" clinical prediction models: an external validation study in nephrology. - Harry Freitas Da Cruz; Boris Pfahringer; Tom Martensen; Frederic Schneider; Alexander Meyer; Erwin P. Böttinger; Matthieu-P. Schapranow (Artif. Intell. Medicine, 2021)