Unsupervised patient representations from clinical notes with interpretable classification decisions

Madhumita Sushil, Simon Šuster, Kim Luyckx +1

We have two main contributions in this work: 1. We explore the usage of a stacked denoising autoencoder, and a paragraph vector model to learn task-independent dense patient repres…