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

Journal: Acta neurochirurgica. Supplement
Published Date: Jan 1, 2022

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.

Authors

  • Moumin A K Mohamed
    Department of Neurosurgery, Royal London Hospital, London, UK. mouminakm@gmail.com.
  • Alexander Alamri
    Department of Neurosurgery, Royal London Hospital, London, UK. alex.alamri@googlemail.com.
  • Brandon Smith
    The London Neuro-Machine Learning Institute, Barts Health NHS Trust, London, UK.
  • Christopher Uff
    Department of Neurosurgery, Royal London Hospital, London, UK.

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