Beyond innovations in imaging and analytics, neuroscience has increasingly benefitted from the adoption of open science practices, particularly through open data sharing46,47,48and the combined publication of derivative data and their associated pre-processing pipelines49. In recent years, the field has...
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Recently, deep learning has demonstrated outstanding performance in a wide range of computer vision and image analysis applications. With a properly designed loss function, deep learning methods can automatically learn complex hierarchical features for a specific task. In particular, fully convolutional neu...