Applying Convolutional Neural Networks to Neuroimaging Classification Tasks: A Practical Guide in Python.

Acta neurochirurgica. Supplement(2022)

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摘要
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.
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关键词
CNN,Convolutional neural network,DICOM,Head injury,Medical imaging,Neurotrauma,TBI
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