 DeepServe is a novel deep learning approach to survival analysis which uses a deep neural network to model the relationship between patient characteristics and the effectiveness of treatments. This approach has been shown to outperform existing state-of-the-art survival models and can be used to provide personalized treatment recommendations. This article was authored by Jared L. Katzman, Ui Shoham, Alexander Klominger and others.