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Hydranet: Data Augmentation for Regression Neural Networks

12 Jul 2018 • Florian Dubost • Gerda Bortsova • Hieab Adams • M. Arfan Ikram • Wiro Niessen • Meike Vernooij • Marleen de Bruijne

Deep learning techniques are often criticized to heavily depend on a large quantity of labeled data. This problem is even more challenging in medical image analysis where the annotator expertise is often scarce... (read more)

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DATA AUGMENTATION

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