Novel Statistical Approaches For Imaging Genetics

Modern medical bioinformatics encompasses a vast number of possible markers potentially useful for diagnosis. These markers may include structured clinical interviews, self-report questionnaires, inflammatory markers, multi-modal brain imaging (both structural and functional), and whole-genome genotyping. The number of possible individual inputs is thus in the hundreds or many thousands, and the factorial combination of such markers is even more...