Informações sobre o curso
4.5
340 ratings
70 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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Sugerido: 5 hours/week

Aprox. 12 horas restantes
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English

Legendas: English

Habilidades que você terá

StatisticsStatistical AnalysisStatistical ModelPreprocessor
Globe

cursos 100% online

Comece imediatamente e aprenda em seu próprio cronograma.
Calendar

Prazos flexíveis

Redefinir os prazos de acordo com sua programação.
Clock

Sugerido: 5 hours/week

Aprox. 12 horas restantes
Comment Dots

English

Legendas: English

Programa - O que você aprenderá com este curso

1

Seção
Clock
2 horas para concluir

Week 1

This week we will introduce fMRI, and talk about data acquisition and reconstruction. ...
Reading
8 vídeos (Total de 82 min), 2 leituras, 1 teste
Video8 videos
Module 2: Goals of fMRI Analysis12min
Module 3: fMRI Data Structure6min
Module 4.1: Psychological Inference Part 111min
Module 4.2: Psychological Inference Part 28min
Module 5: Basic Understanding of MR Physics11min
Module 6: Forming an Image10min
Module 7: K Space11min
Reading2 leituras
Syllabus10min
Principles of fMRI Book10min
Quiz1 exercício prático
Quiz 126min

2

Seção
Clock
2 horas para concluir

Week 2

This week we will discuss the fMRI signal, experimental design and pre-processing. ...
Reading
9 vídeos (Total de 100 min), 1 teste
Video9 videos
Module 9: fMRI Artifacts and Types of Noise11min
Module 10.1: Spatial and Temporal Resolution of Bold Part 17min
Module 10.2: Spatial and Temporal Resolution of Bold Part 2 13min
Module 11: Experimental Design13min
Module 12.1: Kinds of Designs Part 111min
Module 12.2: Kinds of Designs Part 2 8min
Module 13: Pre-Processing of fMRI Data10min
Module 14: Pre-Processing (continued)7min
Quiz1 exercício prático
Quiz 230min

3

Seção
Clock
2 horas para concluir

Week 3

This week we will discuss the General Linear Model (GLM)....
Reading
8 vídeos (Total de 93 min), 1 teste
Video8 videos
Module 16: Applying GLM to fMRI Data11min
Module 17: Details of Building GLM Models11min
Module 18: Linear Basis Sets11min
Module 19: Filtering a Nuisance Covariance13min
Module 20: GLM Estimation9min
Module 21: Noise Models - AR Models9min
Module 22: Inference - Contrasts and T-tests11min
Quiz1 exercício prático
Quiz 322min

4

Seção
Clock
2 horas para concluir

Week 4

The description goes here...
Reading
7 vídeos (Total de 77 min), 1 teste
Video7 videos
Module 24: Group-level Analysis II10min
Module 25: Group-level Analysis III14min
Module 26: Multiple Comparison Problem in fMRI9min
Module 27: FWER Correction16min
Module 28: FDR Correction5min
Module 29: Pitfalls and Multiple Comparisons14min
Quiz1 exercício prático
Quiz 424min
4.5
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Melhores avaliações

por 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.

por 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.

Instrutores

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

Sobre 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....

Sobre 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....

Perguntas Frequentes – FAQ

  • Once you enroll for a Certificate, you’ll have access to all videos, quizzes, and programming assignments (if applicable). Peer review assignments can only be submitted and reviewed once your session has begun. If you choose to explore the course without purchasing, you may not be able to access certain assignments.

  • When you purchase a Certificate you get access to all course materials, including graded assignments. Upon completing the course, your electronic Certificate will be added to your Accomplishments page - from there, you can print your Certificate or add it to your LinkedIn profile. If you only want to read and view the course content, you can audit the course for free.

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