Applying Convolutional Neural Networks to Neuroimaging Classification Tasks: A Practical Guide in Python
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Identification of Disease-related Spatial Covariance Patterns using Neuroimaging Data
Published on: June 26, 2013
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Moumin A K Mohamed1,2, Alexander Alamri3,4, Brandon Smith5
1Department of Neurosurgery, Royal London Hospital, London, UK. mouminakm@gmail.com.
Acta Neurochirurgica. Supplement
|December 4, 2021
Abstract:
In this chapter, we describe the process of obtaining medical imaging data and its storage protocol. The authors also explain in a step-by-step approach how to extract and prepare the medical imaging data for machine learning algorithms. And finally, the process of building and assessing a convolutional neural network for medical imaging data is illustrated.