Hello there, I'm Andrew Doyle. I'm a software developer/researcher working for Dr. Alan C. Evans' McGill Centre for Integrative Neuroscience at the Montreal Neurological Institute building tools for neuroscience research with artificial intelligence methods.
I'm interested in using deep learning and other probabilistic methods to study learning and biological intelligence, and I'm exploring mindfulness as another tool to study my own mind. I'm also interested in 3D-printing as a way to visualize brain data, and some examples of my 3D printing work can be found in the brains section.
For more information about my current work, check out my projects section.
This work extends my M.Eng thesis and seeks to predict responders to Multiple Sclerosis drugs from clinical trial imaging data.
Obtaining accurate white/gray matter segmentations is difficult because the brain's myelin is still growing. Accurate longitudinal segmentations can be used to characterize brain development.
This project uses CNNs to automatically predict whether scans will pass quality control and be useful for follow-up study.
In CBRAIN I worked mainly on implementing the RESTful API and describing it in the OpenAPI specification, as well as created the user registration system.
© Andrew Doyle 2018