Unsupervised domain adaptation in brain lesion segmentation with adversarial networks

IPMI, 2017.

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Abstract:

Significant advances have been made towards building accurate automatic segmentation systems for a variety of biomedical applications using machine learning. However, the performance of these systems often degrades when they are applied on new data that differ from the training data, for example, due to variations in imaging protocols. Ma...More

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