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Lisa M. Koch

Benchmarking Dependence Measures to Prevent Shortcut Learning in Medical Imaging

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Jul 29, 2024
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Conformal Performance Range Prediction for Segmentation Output Quality Control

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Jul 18, 2024
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Attri-Net: A Globally and Locally Inherently Interpretable Model for Multi-Label Classification Using Class-Specific Counterfactuals

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Jun 08, 2024
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Disentangling representations of retinal images with generative models

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Feb 29, 2024
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Right for the Wrong Reason: Can Interpretable ML Techniques Detect Spurious Correlations?

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Aug 08, 2023
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Deep Hypothesis Tests Detect Clinically Relevant Subgroup Shifts in Medical Images

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Mar 08, 2023
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Inherently Interpretable Multi-Label Classification Using Class-Specific Counterfactuals

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Mar 01, 2023
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Uncertainty Quantification in CNN-Based Surface Prediction Using Shape Priors

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Jul 30, 2018
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Learning to Segment Medical Images with Scribble-Supervision Alone

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Jul 12, 2018
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Visual Feature Attribution using Wasserstein GANs

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Jun 26, 2018
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