This is a series of guest lectures given as part of the University of Bergen's Porous Media Short Course Series in the Spring of 2021 . The lectures are given online via Zoom on Jan 15, 22 and 29 at 14-16 CET.
Update: Also includes the slides of a Guest Lecture given as part of MAE 207: Finite Element Analysis for Coupled Problems at the University of California San Diego, Nov 8 2022.
This work is licensed under a Creative Commons Attribution-ShareAlike 4.0 International License.
I will roughly follow the following schedule each week:
- 14:00-14:45: Lecture
- 14:45-14:55: Break
- 14:55-15:00: Questions
- 15:00-15:45: Lecture
- 15:45-15:55: More questions
Please post questions in the chat. I will address questions from the chat after the break and at the end.
These lectures assume that you, the reader or audience, have
- Some knowledge of partial differential equations (PDEs) and finite element methods (FEM)
- Some knowledge of programming (Python, bash)
- No to some knowledge of brain physiology and imaging
- Knowledge of/Interest in using command-line tools
The FEniCS tutorial by Langtangen and Logg (2017) is a very good introduction to all of the above.
Tutorial video snippets are posted on my mri2fem YouTube channel and include:
- Downloading the MRI2FEM data set, viewing and extracting MR series using DICOM Browser
- Viewing the FreeSurfer output
- Creating a mesh of the left hemisphere using SVM-Tk from FreeSurfer surfaces
- Simulating diffusion over the left hemisphere using FEniCS
- Creating a mesh of the left hemisphere conforming to gray and white matter
- Extracting the ventricular system and removing it from the left hemisphere
- Creating a full brain mesh conforming to the gray/white matter and ventricles
These lectures are given via two devices: one laptop (screen) mainly used for seeing the audience and the chat; an iPad and iPencil running Goodnotes for showing slides with easy annotation, following links to online material (Zenodo, Github) including videos from YouTube.
Do a practice run of each lecture in before-hand.