Publications

Ralf Raumanns, Photo by Raphke

Fontys nieuws, 31-05-2022

Kan ‘Explainable AI’ het diagnoseproces verbeteren?

Guido Segers

https://www.fontys.nl/nieuws/kan-explainable-ai-het-diagnoseproces-verbeteren-in-de-zorg/

Journal of Machine Learning for Biomedical Imaging. 2021:020. pp 1-26 Submitted 07/2021; Published 12/2021

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

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Melba journal

Multi-task Ensembles with Crowdsourced Features Improve Skin Lesion Diagnosis

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

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MICCAI LABELS 2020

Risk of Training Diagnostic Algorithms on Data with Demographic Bias

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

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