XOmiVAE: an interpretable deep learning model for cancer classification using high-dimensional omics data

Eloise Withnell, Xiaoyu Zhang, Kai Sun +1

The lack of explainability is one of the most prominent disadvantages of deep learning applications in omics. This "black box" problem can undermine the credibility and limit the p…