Automated dendritic spine detection using convolutional neural networks on maximum intensity projected microscopic volumes

FCN architectures used in this work allow for automated dendritic spine detection. Superior outcomes are possible even with small training data-sets. The proposed method may generalize to other datasets on larger scales.