Ahmed Abdulkadir, Ph.D.
Artificial Intelligence in Biomedical Imaging Lab (AIBIL)
Center for Biomedical Image Computing & Analytics (CBICA)
Department of Radiology
Perelman School of Medicine
University of Pennsylvania
Ph.D. in Computer Engineering, Albert-Ludwigs-Universität, Freiburg im Breisgau, Germany
M.S. in Life Sciences, EPFL, Lausanne, Switzerland
I develop and apply automated tools for the analysis of magnetic resonance imaging data. The methods include multivariate pattern recognition techniques to assist individual diagnosis, regression model to account for inter-subject variability, and deep learning to segment various structures in the brain. We regularly assess the potential of our methods to translate to clinical applications in context of aging and dementia.