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PiaNet: A pyramid input augmented convolutional neural network for GGO detection in 3D lung CT scans
In the first stage, the feature-extraction module is embedded into a classifier network that is trained on a large data set of GGO and non-GGO patches, which are generated by performing data augmentation from a small number of annotated CT scans.
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