Impact of ultrasound image reconstruction method on breast lesion classification with neural transfer learning

6 Apr 2018Michal ByraTomasz SznajderDanijel KorzinekHanna Piotrzkowska-WroblewskaKatarzyna Dobruch-SobczakAndrzej NowickiKrzysztof Marasek

Deep learning algorithms, especially convolutional neural networks, have become a methodology of choice in medical image analysis. However, recent studies in computer vision show that even a small modification of input image intensities may cause a deep learning model to classify the image differently... (read more)

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