Deep Learning vs. Conventional Machine Learning: Pilot Study of WMH Segmentation in Brain MRI with Absence or Mild Vascular Pathology

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• Finished

  Quantification of vascular disease burden to stratify dementia for diagnosis and care management

  Valdes Hernandez, M. & Wardlaw, J.

  1/04/15 → 31/03/17

  Project: Research Collaboration with external organisation

  • Lesion Segmentation 100%
  • Magnetic Resonance Imaging 98%
  • Support Vector Machine 77%
  • Vascular Disease 70%
  • Cerebrovascular Accident 70%