Genetic InfoMax: Exploring Mutual Information Maximization in High-Dimensional Imaging Genetics Studies

Y Xie, Z Xie, SMS Islam, D Zhi, S Ji - arXiv preprint arXiv:2309.15132, 2023 - arxiv.org
Genome-wide association studies (GWAS) are used to identify relationships between
genetic variations and specific traits. When applied to high-dimensional medical imaging …

Towards Self-Supervised Learning and Explaining of Deep Models

Y Xie - 2023 - search.proquest.com
Deep learning approaches have demonstrated impressive performance on a variety of data
and tasks, where deep models take some data as inputs and are trained to output desired …