Ralf Raumanns

Publication Activity (10 Years)

Years Active: 2020-2024
Publications (10 Years): 5

Top Topics

Data Mining Algorithms

Top Venues

iMIMIC/MIL3ID/LABELS@MICCAI

Publications

Ralf Raumanns, Gerard Schouten, Josien P. W. Pluim, Veronika Cheplygina
Dataset Distribution Impacts Model Fairness: Single vs. Multi-Task Learning. CoRR (2024)
Ralf Raumanns, Gerard Schouten, Max Joosten, Josien P. W. Pluim, Veronika Cheplygina
ENHANCE (ENriching Health data by ANnotations of Crowd and Experts): A case study for skin lesion classification. CoRR (2021)
Samaneh Abbasi-Sureshjani, Ralf Raumanns, Britt E. J. Michels, Gerard Schouten, Veronika Cheplygina
Risk of Training Diagnostic Algorithms on Data with Demographic Bias. CoRR (2020)
Samaneh Abbasi-Sureshjani, Ralf Raumanns, Britt E. J. Michels, Gerard Schouten, Veronika Cheplygina
Risk of Training Diagnostic Algorithms on Data with Demographic Bias. iMIMIC/MIL3ID/LABELS@MICCAI (2020)
Ralf Raumanns, Elif K. Contar, Gerard Schouten, Veronika Cheplygina
Multi-task Learning with Crowdsourced Features Improves Skin Lesion Diagnosis. CoRR (2020)