Enhancing Fairness and Robustness in Deep Learning Classifiers with Bias Mitigation and Post Hoc Calibration

• By

• Majid Ramedani

• Jaya C. Terli

• Ole H. Martensen

• Tobias Strauß

• Katharina Buerger

• Peter Dechent

• Emrah Düzel

• Klaus Fliessbach

• Maria Gemenetzi

• Wenzel Glanz

• Julian Hellmann-Regen

• Stefan Hetzer

• Enise I. Incesoy

• Daniel Janowitz

• Marie T. Kronmüller

• Christoph Laske

• Falk Lüsebrink

• Robert Perneczky

• Oliver Peters

• Lukas Preis

• Josef Priller

• Boris-Stephan Rauchmann

• Ayda Rostamzadeh

• Anja Schneider

• Björn H. Schott

• Sebastian Sodenkamp

• Annika Spottke

• Eike J. Spruth

• Sophia Stöcklein

• Jens Wiltfang

• Frank Jessen

• Stefan J. Teipel

• Martin Dyrba

• October 17, 2026

• Int. Journal Of Computer Assisted Radiology And Surgery