Risk of Training Diagnostic Algorithms on Data with Demographic Bias. - Samaneh Abbasi-Sureshjani; Ralf Raumanns; Britt E. J. Michels; Gerard Schouten; Veronika Cheplygina (iMIMIC/MIL3ID/LABELS@MICCAI, 2020)

Multi-task Learning with Crowdsourced Features Improves Skin Lesion Diagnosis. - Ralf Raumanns; Elif K. Contar; Gerard Schouten; Veronika Cheplygina (CoRR, 2020)

ENHANCE (ENriching Health data by ANnotations of Crowd and Experts): A case study for skin lesion classification. - Ralf Raumanns; Gerard Schouten; Max Joosten; Josien P. W. Pluim; Veronika Cheplygina (CoRR, 2021)

Dataset Distribution Impacts Model Fairness: Single Vs. Multi-task Learning. - Ralf Raumanns; Gerard Schouten; Josien P. W. Pluim; Veronika Cheplygina (FAIMI/EPIMI@MICCAI, 2024)

Robustness and Sex Differences in Skin Cancer Detection: Logistic Regression vs CNNs. - Nikolette Pedersen; Regitze Sydendal; Andreas Wulff; Ralf Raumanns; Eike Petersen; Veronika Cheplygina (FAIMI@MICCAI, 2025)