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01/10/2018
Inferring a Third Spatial Dimension from 2D Histological Images
Histological images are obtained by transmitting light through a tissue ...
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08/09/2017
Isointense infant brain MRI segmentation with a dilated convolutional neural network
Quantitative analysis of brain MRI at the age of 6 months is difficult b...
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07/19/2017
Domain-adversarial neural networks to address the appearance variability of histopathology images
Preparing and scanning histopathology slides consists of several steps, ...
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07/11/2017
Adversarial training and dilated convolutions for brain MRI segmentation
Convolutional neural networks (CNNs) have been applied to various automa...
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06/12/2017
Exploring the similarity of medical imaging classification problems
Supervised learning is ubiquitous in medical image analysis. In this pap...
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04/11/2017
Deep Learning for Multi-Task Medical Image Segmentation in Multiple Modalities
Automatic segmentation of medical images is an important task for many c...
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04/11/2017