Frederic Schneider

Publication Activity (10 Years)

Years Active: 2019-2021
Publications (10 Years): 5

Top Topics

Cardiac Surgery

Predictive Model

Top Venues

Artif. Intell. Medicine

BTW (Workshops)

Publications

Harry Freitas Da Cruz, Boris Pfahringer, Tom Martensen, Frederic Schneider, Alexander Meyer, Erwin P. Böttinger, Matthieu-P. Schapranow
Using interpretability approaches to update "black-box" clinical prediction models: an external validation study in nephrology. Artif. Intell. Medicine 111 (2021)
Harry Freitas Da Cruz, Benjamin Bergner, Orhan Konak, Frederic Schneider, Philipp Bode, Conrad Lempert, Matthieu-P. Schapranow
MORPHER - A Platform to Support Modeling of Outcome and Risk Prediction in Health Research. BIBE (2019)
Harry Freitas Da Cruz, Frederic Schneider, Matthieu-P. Schapranow
Prediction of Acute Kidney Injury in Cardiac Surgery Patients: Interpretation using Local Interpretable Model-agnostic Explanations. HEALTHINF (2019)
Sebastian Schmidl, Frederic Schneider, Thorsten Papenbrock
An Actor Database System for Akka. BTW (Workshops) (2019)
Harry Freitas Da Cruz, Boris Pfahringer, Frederic Schneider, Alexander Meyer, Matthieu-P. Schapranow
External Validation of a "Black-Box" Clinical Predictive Model in Nephrology: Can Interpretability Methods Help Illuminate Performance Differences? AIME (2019)