Latent Similarity Identifies Important Functional Connections for Phenotype Prediction

Abstract

We propose a novel prediction algorithm for small sample, high feature dimension datasets and use it to identify connections in task fMRI data. Our work can lead to new insights in both algorithm design and neuroscience research.