Fig. 2: Uniform manifold approximation and projection (UMAP) encoding visualization.
From: Deep representation learning of electronic health records to unlock patient stratification at scale
a ConvAE 1-layer CNN; b SVD-RawCount; c SVD-TFIDF; d Deep Patient. AD Alzheimer’s disease, ADHD attention deficit hyperactivity disorder, BC breast cancer, CD Crohn’s disease, MM multiple myeloma, PC prostate cancer, PD Parkinson’s disease, T2D type 2 diabetes.
