À propos de ce cours
4.6
348 ratings
72 reviews
This course covers the design, acquisition, and analysis of Functional Magnetic Resonance Imaging (fMRI) data. A book related to the class can be found here: https://leanpub.com/principlesoffmri...
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Dates limites flexibles

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Clock

Recommandé : 5 hours/week

Approx. 12 heures pour terminer
Comment Dots

English

Sous-titres : English

Compétences que vous acquerrez

StatisticsStatistical AnalysisStatistical ModelPreprocessor
Globe

Cours en ligne à 100 %

Commencez dès maintenant et apprenez aux horaires qui vous conviennent.
Calendar

Dates limites flexibles

Réinitialisez les dates limites selon votre disponibilité.
Clock

Recommandé : 5 hours/week

Approx. 12 heures pour terminer
Comment Dots

English

Sous-titres : English

Programme du cours : ce que vous apprendrez dans ce cours

1

Section
Clock
2 heures pour terminer

Week 1

This week we will introduce fMRI, and talk about data acquisition and reconstruction. ...
Reading
8 vidéos (Total 82 min), 2 lectures, 1 quiz
Video8 vidéos
Module 2: Goals of fMRI Analysis12 min
Module 3: fMRI Data Structure6 min
Module 4.1: Psychological Inference Part 111 min
Module 4.2: Psychological Inference Part 28 min
Module 5: Basic Understanding of MR Physics11 min
Module 6: Forming an Image10 min
Module 7: K Space11 min
Reading2 lectures
Syllabus10 min
Principles of fMRI Book10 min
Quiz1 exercice pour s'entraîner
Quiz 126 min

2

Section
Clock
2 heures pour terminer

Week 2

This week we will discuss the fMRI signal, experimental design and pre-processing. ...
Reading
9 vidéos (Total 100 min), 1 quiz
Video9 vidéos
Module 9: fMRI Artifacts and Types of Noise11 min
Module 10.1: Spatial and Temporal Resolution of Bold Part 17 min
Module 10.2: Spatial and Temporal Resolution of Bold Part 2 13 min
Module 11: Experimental Design13 min
Module 12.1: Kinds of Designs Part 111 min
Module 12.2: Kinds of Designs Part 2 8 min
Module 13: Pre-Processing of fMRI Data10 min
Module 14: Pre-Processing (continued)7 min
Quiz1 exercice pour s'entraîner
Quiz 230 min

3

Section
Clock
2 heures pour terminer

Week 3

This week we will discuss the General Linear Model (GLM)....
Reading
8 vidéos (Total 93 min), 1 quiz
Video8 vidéos
Module 16: Applying GLM to fMRI Data11 min
Module 17: Details of Building GLM Models11 min
Module 18: Linear Basis Sets11 min
Module 19: Filtering a Nuisance Covariance13 min
Module 20: GLM Estimation9 min
Module 21: Noise Models - AR Models9 min
Module 22: Inference - Contrasts and T-tests11 min
Quiz1 exercice pour s'entraîner
Quiz 322 min

4

Section
Clock
2 heures pour terminer

Week 4

The description goes here...
Reading
7 vidéos (Total 77 min), 1 quiz
Video7 vidéos
Module 24: Group-level Analysis II10 min
Module 25: Group-level Analysis III14 min
Module 26: Multiple Comparison Problem in fMRI9 min
Module 27: FWER Correction16 min
Module 28: FDR Correction5 min
Module 29: Pitfalls and Multiple Comparisons14 min
Quiz1 exercice pour s'entraîner
Quiz 424 min
4.6
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33%

a commencé une nouvelle carrière après avoir terminé ces cours
Briefcase

83%

a bénéficié d'un avantage concret dans sa carrière grâce à ce cours

Meilleurs avis

par AMSep 20th 2017

A very good introduction, but you would need some decent knowledge in statistics to fully understand the methods part. Standard undergrad psychology courses in statistics should be enough.

par FCApr 23rd 2017

Very clear introductory course about fMRI. It touches almost every concept needed to understand an MRI experiment. Many complex topics were explained in a very clear and concise way.

Enseignants

Martin Lindquist, PhD, MSc

Professor, Biostatistics
Bloomberg School of Public Health | Johns Hopkins University

Tor Wager

PhD
Department of Psychology and Neuroscience, The Institute of Cognitive Science | University of Colorado at Boulder

À propos de Johns Hopkins University

The mission of The Johns Hopkins University is to educate its students and cultivate their capacity for life-long learning, to foster independent and original research, and to bring the benefits of discovery to the world....

À propos de University of Colorado Boulder

CU-Boulder is a dynamic community of scholars and learners on one of the most spectacular college campuses in the country. As one of 34 U.S. public institutions in the prestigious Association of American Universities (AAU), we have a proud tradition of academic excellence, with five Nobel laureates and more than 50 members of prestigious academic academies....

Foire Aux Questions

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