Varun Chandola

Learning Deep Representations from Clinical Data for Chronic Kidney Disease

2019

We study the behavior of a Time-Aware Long Short-Term Memory Autoencoder, a state-of-the-art method, in the context of learning latent representations from irregularly sampled patient data. We identify a key issue in the way such …