Bradley Malin

scCotag improves single-cell multi-omics integration by using co-optimal transport and regularized barycentric mapping, outperforming existing methods in alignment and embedding accuracy.

This paper introduces a Multiple Domain Adversarial Neural Network (MDANN) to improve fairness in disease prediction by reducing biases in brain imaging data for Alzheimer's and Autism populations.