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Applying Convolutional Neural Networks to Neuroimaging Classification Tasks: A Practical Guide in Python.
Mohamed, Moumin A K; Alamri, Alexander; Smith, Brandon; Uff, Christopher.
  • Mohamed MAK; Department of Neurosurgery, Royal London Hospital, London, UK. mouminakm@gmail.com.
  • Alamri A; The London Neuro-Machine Learning Institute, Barts Health NHS Trust, London, UK. mouminakm@gmail.com.
  • Smith B; Department of Neurosurgery, Royal London Hospital, London, UK. alex.alamri@googlemail.com.
  • Uff C; The London Neuro-Machine Learning Institute, Barts Health NHS Trust, London, UK. alex.alamri@googlemail.com.
Acta Neurochir Suppl ; 134: 161-169, 2022.
Article en En | MEDLINE | ID: mdl-34862540
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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Texto completo: 1 Banco de datos: MEDLINE Asunto principal: Redes Neurales de la Computación / Aprendizaje Automático Idioma: En Año: 2022 Tipo del documento: Article

Texto completo: 1 Banco de datos: MEDLINE Asunto principal: Redes Neurales de la Computación / Aprendizaje Automático Idioma: En Año: 2022 Tipo del documento: Article