Ralf Raumanns

According to our database, Ralf Raumanns authored at least 5 papers between 2020 and 2025.

Collaborative distances:

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

2025

Robustness and Sex Differences in Skin Cancer Detection: Logistic Regression vs CNNs.

Nikolette Pedersen, Regitze Sydendal, Andreas Wulff, Ralf Raumanns, Eike Petersen, Veronika Cheplygina

Proceedings of the Fairness of AI in Medical Imaging - Third International Workshop, 2025

2024

Dataset Distribution Impacts Model Fairness: Single Vs. Multi-task Learning.

Ralf Raumanns, Gerard Schouten, Josien P. W. Pluim, Veronika Cheplygina

Proceedings of the Ethics and Fairness in Medical Imaging, 2024

2021

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

2020

Multi-task Learning with Crowdsourced Features Improves Skin Lesion Diagnosis.

Ralf Raumanns, Elif K. Contar, Gerard Schouten, Veronika Cheplygina

CoRR, 2020

Risk of Training Diagnostic Algorithms on Data with Demographic Bias.

Samaneh Abbasi-Sureshjani, Ralf Raumanns, Britt E. J. Michels, Gerard Schouten, Veronika Cheplygina

Proceedings of the Interpretable and Annotation-Efficient Learning for Medical Image Computing, 2020