fMRI Data and Statistics

Course description fMRI Data and Statistics
Year: 2017-2018
Catalog number: 6464EL30
Teacher(s):
  • Prof.dr. S.A.R.B. Rombouts
  • Drs. A. Hafkemeijer
Language: English
Blackboard: Yes
EC: 5.0
Level: 500
Period: Semester 2, Block III
Hours of study: 32:00 hrs
  • Yes Elective choice
  • No Contractonderwijs
  • No Exchange
  • No Study Abroad
  • No Evening course
  • No A la Carte
  • No Honours Class

Entry requirements

  • Only open to Master’s and Research Master’s students from Psychology
  • Knowledge of the Linux/Unix computer environment.
  • People with no previous experience of UNIX should spend a few hours, before the course starts, working through at least the first 5 sections of a basic unix tutorial

Description

The use of fMRI has become a very important technique for functional brain imaging. The special nature of the data collected by this method requires very specific, often recently developed, statistical methods for data analysis. In this course several statistical methods for analysing fMRI data will be discussed. The course takes place in 7 sessions. On most days, the first two hours theoretical issues will be addressed. In the last two hours students are trained in how to analyse data in practical situations.

Topics which will be discussed are:
* Why and when fMRI
* BOLD response
* preprocessing
* design for a single-subject experiment
* making statistical inferences
* statistical analysis of fMRI data by GLM
* task-FMRI and functional brain connectivity
* group analyses.

Course objectives

Upon completion of this course, students will:

  • Understand theory of FMRI data acquisition and FMRI statistics; and
  • Learn image processing of fMRI data as basic preparation for analysis in FMRI-research.

Timetable

For the timetables of your lectures, work groups and exams, please select your study programme in:
Psychology timetables

Lectures

Registration

Course

Students need to enroll for lectures and work group sessions.
Master’s course registration

Examination

Students are not automatically enrolled for an examination. They can register via uSis from 100 to 10 calendar days before the date. Students who are not registered will not be permitted to take the examination.
Registering for exams

Mode of instruction

The course consists of:

  • 6 2-hour lectures,
  • 7 2-hour work group sessions,
  • 1 or 2 1-hour sessions at the MRI scanner. Attendance of all sessions is mandatory.
    No web-lectures available for this course.

Assessment method

The final grade is based on a written exam, consisting of 8-10 open questions about both theory (e.g. theory of statistics) and practical FMRI (e.g. the various analysis steps when computing FMRI activation maps).

Study material for the exam

All that is discussed at the lectures and at the practical sessions, all information on the course slides, is exam material. The book (below) is needed to understand the exam material. The book also contains non-exam material.

The Faculty of Social and Behavioural Sciences has instituted that instructors use a software programme for the systematic detection of plagiarism in students’ written work. In case of fraud disciplinary actions will be taken. Please see the information concerning fraud.

Reading list

  • S.A. Huettel, A.W. Song, G. McCarthy. (2009). Functional Magnetic Resonance Imaging 3rd Revised Edition. Sinauer Associates Inc.,U.S.
  • Lecture notes
  • Reader of work group sessions

Contact information

Serge Rombouts
s.a.r.b.rombouts@lumc.nl

Anne Hafkemeijer
A.Hafkemeijer@lumc.nl

Languages