Frederic Schneider

According to our database, Frederic Schneider authored at least 5 papers between 2019 and 2021.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2021

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

2019

An Actor Database System for Akka.

Sebastian Schmidl, Frederic Schneider, Thorsten Papenbrock

Proceedings of the Datenbanksysteme für Business, 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

Proceedings of the 12th International Joint Conference on Biomedical Engineering Systems and Technologies (BIOSTEC 2019), 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

Proceedings of the 19th IEEE International Conference on Bioinformatics and Bioengineering, 2019

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

Proceedings of the Artificial Intelligence in Medicine, 2019