Unsupervised bias discovery in medical image segmentation

It has recently been shown that deep learning models for anatomical segmentation in medical images can exhibit biases against certain sub-populations defined in terms of protected attributes like sex or ethnicity. In this context, auditing fairness of deep segmentation models becomes crucial. Howeve...

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Hauptverfasser:	Gaggion, Nicolás, Echeveste, Rodrigo, Mansilla, Lucas, Milone, Diego H, Ferrante, Enzo
Format:	Artikel
Sprache:	eng
Schlagworte:	Computer Science - Computer Vision and Pattern Recognition
Online-Zugang:	Volltext bestellen
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