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  1. 1. Myocardial Segmentation in MR images using fully Convolutional Neural Networks

    University essay from Lunds universitet/Matematik LTH

    Author : Mattias Nilsson; [2018]
    Keywords : machine learning; artificial neural networks; convolutional neural networks; medical image analysis; image analysys; MRI; cardiac MRI; cardiac image analysis; Mathematics and Statistics;

    Abstract : A convolutional neural network for automatic myocardial segmentation of MR images is described and implemented, based on the readily available architecture SegNet. A general network trained on both end-systolic and end-diastolic images is determined to be superior to the networks trained on the separate data. READ MORE