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Automated identification of neural cells in the multi-photon images using deep-neural networks
The advancement of the neuroscientific imaging techniques has produced an unprecedented size of neural cell imaging data, which calls for automated processing.
Geometric Convolutional Neural Network for Analyzing Surface-Based Neuroimaging Data
The conventional CNN, widely used for two-dimensional images, however, is not directly applicable to non-regular geometric surface, such as a cortical thickness.
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