Neuroimaging

Using independent component analysis and machine learning classification to analyse fMRI data

Functional data analysis

Using independent component analysis and machine learning classification to analyse fMRI data

Functional data analysis

How to explore functional data

During the Western Brainhack 2022, we built a Functional Atlas Explorer. The web-based app allows the user to explore functional regions in the cerebellum. Selecting a cerebellar regions gives a task profile (which functions is this region involved in?) and a connectivity profile (which cortical regions are functionally connected to this cerebellar region?).

How to inspect surface data

Guide to inspecting different types of imaging data. Particular focus on surface visualisation. Nomalization and registration checks coming soon.

Mapping cerebellar function across cognitive domains

In recent years, the cerebellum has been increasingly implicated in both cognition and clinical conditions. These findings views of the cerebellum as a purely motor structure. By reviewing recent advances in mapping cerebellar function social, …

Graph Theory and Network Neuroscience

Introductory lecture on Graph Theory and Network Neuroscience. Part of the Cognitive Neuroscience Skills Training (COGNESTIC) at the University of Cambridge.

How to fieldmap correct

Guide to creating and using fieldmaps to correct MRI data for B0 field inhomogeneities. Particularly focussed on visual inspection and troubleshooting, as there are a few pitfalls when doing fieldmap correction.

Graph Theory

Lecture introducing concepts from Graph Theory and Network Neuroscience, as part of the Introduction to Neuroimaging Methods lecture series at the University of Cambridge MRC CBU. The seminar includes practical exercises. For exercise material and solutions see links below.

Cerebellum

Cerebellar Structure and Function

Graph Theory Lecture

Introduction to Graph Theory in Neuroimaging