ISMRM & SMRT Annual Meeting • 15-20 May 2021

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Tutorial

Tutorial: Resting-State fMRI: From Acquisition to Processing

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Tutorial: Resting-State fMRI: From Acquisition to Processing
Tutorial
ORGANIZERS: Rajan Jain, Marta Bianciardi
Sunday, 16 May 2021
Concurrent 2 16:00 -  20:00 Moderators: Jingyuan Chen, Andre Obenaus & Scott Peltier
Skill Level: Basic to Intermediate
Session Number: T-09
Parent Session: Tutorial: Resting-State fMRI: From Acquisition to Processing

Click here for assignments and supporting material for this tutorial (.zip)

Session Number: T-09

Overview
This tutorial format session will cover the major principles behind data acquisition and analysis of resting-state fMRI data. The course will detail the many potential pitfalls and possible alternatives to analyzing data. At the outcome of the course, the audience member should have a good working idea of how to go about treating the data and will be armed with a toolbox of possible pipelines on how to do that.

Target Audience
The beginning clinical or preclinical research scientist.

Educational Objectives
As a result of attending this course, participants should be able to:
- Explain the basic theory of rsFMRI-derived functional connectivity;
- Describe basic acquisition and processing pipelines;
- Determine the utility of different approaches to data analysis;
- Explain the basic principles of static versus dynamic connectivity; and
- Explain the use of dynamic causal modelling.
 
      Basic Theory of rsfMRI-Derived Functional Connectivity
Haris Sair
      A Primer on Data Analysis: Preprocessing Pipelines
Behroze Vachha
      Seed- & ICA-Based Analysis: What It Is & How to Interpret Findings
Ann Choe
      Seed- and ICA-Based Interpretation: Case Studies of CNS Disease
Mickael Tordjman
      Brain Network Analysis: Theory & Interpretation
Shella Keilholz
      How to Interpret Brain Network Changes: Case Studies of CNS Disease
Maurizio Corbetta
      What Is Dynamic Causal Modelling & How Can It Inform on Network Changes?
Rosalyn Moran
      Static Versus Task-Based Dynamic Connectivity: What’s the Difference?
Catie Chang

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