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08/09/2023
Are Sex-based Physiological Differences the Cause of Gender Bias for Chest X-ray Diagnosis?
While many studies have assessed the fairness of AI algorithms in the me...
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05/02/2023
Are demographically invariant models and representations in medical imaging fair?
Medical imaging models have been shown to encode information about patie...
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03/28/2023
That Label's Got Style: Handling Label Style Bias for Uncertain Image Segmentation
Segmentation uncertainty models predict a distribution over plausible se...
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02/17/2023
On (assessing) the fairness of risk score models
Recent work on algorithmic fairness has largely focused on the fairness ...
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04/04/2022
Feature robustness and sex differences in medical imaging: a case study in MRI-based Alzheimer's disease detection
Convolutional neural networks have enabled significant improvements in m...
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04/08/2019
Convolutive Blind Source Separation on Surface EMG Signals for Respiratory Diagnostics and Medical Ventilation Control
The electromyogram (EMG) is an important tool for assessing the activity...
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03/21/2019