Models for Neuroimage

In this chapter, I’m going to introduce some statistical (machine) models that have been developed decades ago and have been applied in neuroimage. More importantly, I strongly encourage you to read this article for a brief historical view of machine learning.

Content

• Computational Models overview
• Visual studio code
• Running GLM on python
• Logistic regression
• Random Forest
• Multilayer perceptron
• Naive Bayes classifier
• Convolutional Neural Network