After completing a PhD in visual perception at Radboud University Nijmegen, the Netherlands, Matthias Treder worked at the Machine Learning Lab of Prof. Klaus-Robert Mueller in Berlin from 2009-2014. Subsequently, he moved to the United Kingdom, working on the application of machine learning to neuroimaging data at the universities of Cambridge, Birmingham, and Cardiff. In 2018, he was appointed as Lecturer in Data Science & Analytics at Cardiff University.
Talks I've Given
Deep Learning for Magnetic Resonance Imaging
Featuring Matthias Treder
This talk focuses on deep learning applied to 3D structural Magnetic Resonance Images (MRIs) of the human brain. It starts with a broad overview of deep learning for medical imaging including the challenges faced when working with 3D images. Subsequently, two ongoing research projects will be...discovery data ai deep-learning