Segmentation and classification of colon glands with deep convolutional neural networks and total variation regularization
Segmentation of histopathology sections is a necessary preprocessing step for digital pathology. Due to the large variability of biological tissue, machine learning techniques have shown superior performance over conventional image processing methods. Here we present our deep neural network-based ap...
| Main Authors: | , , |
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| Format: | Article |
| Language: | English |
| Published: |
PeerJ Inc.
2017-10-01
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| Series: | PeerJ |
| Subjects: | |
| Online Access: | https://peerj.com/articles/3874.pdf |