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20112026
most citedStable Graphical Model Estimation with Random Forests for Discrete, Continuous, and Mixed Variables

80 citations

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Counting papers with at most 25 authors, so collaboration author lists do not stand in for the people here.

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cs.CV2024★ 1 cited

Attri-Net: A Globally and Locally Inherently Interpretable Model for Multi-Label Classification Using Class-Specific Counterfactuals

Susu Sun, Stefano Woerner, Andreas Maier +2

Interpretability is crucial for machine learning algorithms in high-stakes medical applications. However, high-performing neural networks typically cannot explain their predictions…

cs.CV2024★ 7 cited

A comprehensive and easy-to-use multi-domain multi-task medical imaging meta-dataset

Stefano Woerner, Arthur Jaques, Christian F. Baumgartner

While the field of medical image analysis has undergone a transformative shift with the integration of machine learning techniques, the main challenge of these techniques is often…