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Neuroscientists increasingly rely on neuroinformatics for their investigations. Data science offers a key set of tools and methods for robust and reproducible analyses of brain imaging data. These sessions are the first in a series that will teach students fundamental skills that contribute to reproducible brain science.

Project Bio

Since 2018, a group of neuroscientists from several Canadian universities and institutions have been collaborating to create and teach a curriculum for neuroimaging analysis and neuroinformatics. Adopting open standards like BIDS and fostering FAIR principles is among the strategic goals of this training program. This project is seeking a form of accreditation from The Carpentries, whose vision is to be the leading inclusive community teaching data and coding skills. For this reason, we name our effort NeuroCarpentry.

Session 1 -聽Introduction to working with MRI data and BIDS with Python
Friday, May 28, 11:00-13:30 EDT
Instructor(s): Michael Joseph, CAMH
Github link:

Session 2 - Structural Neuroimaging Analysis in Python
Friday, June 4, 11:00-13:30 EDT
Instructors: Nikhil Bhagwat, 看片视频; Michael Dayan, Fondation Campus Biotech Geneva
Github link:

Session 3 - Working with EEG-BIDS in EEGLAB (Matlab)
Friday, June 11, 11:00-13:30 EDT
Instructors: James Desjardins, SHARCNET, Compute Ontario, Compute Canada, Brock
University; Sara Stephenson (TA), Brock University
Github links:

Note

Some familiarity with Python is helpful for the first two lessons (Introduction to working with MRI data and BIDS with Python and Structural NeuroImaging Analysis in Python). Introductions to Python can be found in such lessons as Software Carpentry鈥檚 Plotting and Programming in Python and Programming with Python.

How to sign up

Please follow to sign up for one or more of these upcoming lessons:

Please share this announcement widely.

Collaborators:

• Erin Dickie (CAMH, University of Toronto)
• Jerrold Jeyachandra (CAMH)
• Michael Joseph (CAMH)
• Jason Kai (Western University)
• Ariel Rokem (eScience Institute / U of Washington)
• Olivia Stanley (Western University)
• Jon Haitz Legarreta (Universit茅 de Sherbrooke)
• Nikhil Parag Bhagwat (看片视频 University)
• P.J. Toussaint (看片视频 University)
• Ben Selby (CAMH)
• James Desjardins (Brock University)
• Ted Strauss (看片视频 University)
• Michael Dayan (Campus Biotech)
• Sara Stephenson (Brock University)
• Swapna Premasiri (看片视频 University)
• Patrick Bermudez (看片视频 University)
• Jean-Baptiste Poline (看片视频 University)

References

• Project home page:聽
• Call for teachers:聽
• CONP cross-posting
• Carpentries Incubator:聽