Об этом курсе
4.7
87 ratings
16 reviews
This course covers the analysis of Functional Magnetic Resonance Imaging (fMRI) data. It is a continuation of the course “Principles of fMRI, Part 1”...
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Предполагаемая нагрузка: 5 hours/week

Прибл. 12 ч. на завершение
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English

Субтитры: English
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Только онлайн-курсы

Начните сейчас и учитесь по собственному графику.
Calendar

Гибкие сроки

Назначьте сроки сдачи в соответствии со своим графиком.
Clock

Предполагаемая нагрузка: 5 hours/week

Прибл. 12 ч. на завершение
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Программа курса: что вы изучите

1

Раздел
Clock
2 ч. на завершение

Week 1

This week we will discuss psychological and behavioral inference, as well as advanced experimental design. ...
Reading
8 видео (всего 103 мин.), 1 материал для самостоятельного изучения, 1 тест
Video8 видео
Module 1B: Crises in neuroscience and psychology: Problems and solutions14мин
Module 2A: Pitfalls and Biases in Interpretation: Circularity, Reverse inference, Voodoo, and Beyond11мин
Module 2B: Pitfalls and Biases in Interpretation: Circularity, Reverse inference, Voodoo, and Beyond13мин
Module 3: Meta Analysis10мин
Module 4: Using meta-analysis to improve inference12мин
Module 5: Optimizing acquisition for your study goals18мин
Module 6: Resting-state fMRI7мин
Reading1 материал для самостоятельного изучения
Syllabus10мин
Quiz1 практическое упражнение
Quiz 128мин

2

Раздел
Clock
2 ч. на завершение

Week 2

This week we will continue with advanced experimental design, and also discuss advanced GLM modeling....
Reading
11 видео (всего 119 мин.), 1 тест
Video11 видео
Module 7B: Advanced Experimental Design I - Fundamentals of design efficiency12мин
Module 8: Advanced Experimental Design II – Efficiency in fMRI10мин
Module 9: Advanced Experimental Design III – Optimizing experimental designs with genetic algorithms12мин
Module 10: Model building: Parametric modulators8мин
Module 11: Basis Sets II: Smooth FIR, HTW, Basis sets at 2nd level11мин
Module 12A: Multicolinearity and diagnostics10мин
Module 12B: Multicolinearity and diagnostics8мин
Module 13: Robust regression14мин
Module 14A: Practical group analysis: Procedures and checks9мин
Module 14B: Practical group analysis: Procedures and checks10мин
Quiz1 практическое упражнение
Quiz 222мин

3

Раздел
Clock
2 ч. на завершение

Week 3

This week we will focus on brain connectivity....
Reading
8 видео (всего 77 мин.), 1 тест
Video8 видео
Module 16: Functional Connectivity9мин
Module 17: Multivariate Decomposition Methods9мин
Module 18: Dynamic Connectivity9мин
Module 19: Network Analysis I – Graph theory10мин
Module 20: Effective Connectivity9мин
Module 21: Mediation, moderation, and structural models12мин
Module 21B: Mediation, moderation, and structural models11мин
Quiz1 практическое упражнение
Quiz 324мин

4

Раздел
Clock
2 ч. на завершение

Week 4

This week we will focus on multi-voxel pattern analysis....
Reading
10 видео (всего 90 мин.), 1 тест
Video10 видео
Module 23: Directed graphs: Granger causality9мин
Module 24: Principles of causal inference12мин
Module 25: Multi-voxel Pattern Analysis: A neuroscientific perspective10мин
Module 25B: Multi-voxel Pattern Analysis: A neuroscientific perspective7мин
Module 26: MVPA Intro10мин
Module 27: Performing MVPA I9мин
Module 28: Performing MVPA II5мин
Module 29: MVPA-PM Example – NPS - Expand: Social and physical pain10мин
Module 29B: MVPA-PM Example – NPS - Expand: Social and physical pain7мин
Quiz1 практическое упражнение
Quiz 424мин
4.7

Лучшие рецензии

автор: FSMay 10th 2018

Comprehensive, Informative & exciting course... highly recommended for Psychiatrists, or any mental health professionals interested in neuropsychiatry and neuroscience !

автор: PASep 29th 2016

Thanks a lot, both curses were very interesting and will help a lot in future research!

Преподавателя

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

О 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....

О 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....

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  • 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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