Visualizing Functional Network Connectivity Difference between Healthy Control and Major Depressive Disorder Using an Explainable Machine-learning Method

Medicine & Life Sciences

• Machine Learning 100%
• Brain 28%
• Learning 21%
• Support Vector Machine 18%
• Forests 17%
• Mental Disorders 11%
• Emotions 11%
• Healthy Volunteers 9%

Engineering & Materials Science

• Machine learning 64%
• Brain 48%
• Random forests 15%
• Convolutional neural networks 13%
• Support vector machines 11%