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

Computer Science

• Machine Learning 100%
• Learning System 100%
• Deep Learning Method 100%
• Random Decision Forest 50%
• Support Vector Machine 50%
• Lesion Segmentation 25%
• Image Analysis 25%
• Convolutional Neural Network 25%
• Machine Learning Scheme 25%
• Learning Algorithm 25%
• Deep Boltzmann Machine 25%

Neuroscience

• Vascular Disease 100%
• Support Vector Machine 100%
• Magnetic Resonance Imaging of Brain 100%
• Magnetic Resonance Imaging 50%
• Alzheimer's Disease 50%
• Neural Network 50%

Psychology

• Magnetic Resonance Imaging 100%
• Learning Algorithm 100%
• Neural Network 25%
• Alzheimer's Disease 25%
• Neuroimaging 25%