BayesDose: Comprehensive proton dose prediction with model uncertainty using Bayesian LSTMs

Luke Voss, Ahmad Neishabouri, Tim Ortkamp +2

We propose the BayesDose-Framework, a Bayesian approach for fast and accurate dose prediction in proton therapy. Our framework is based on a previously published deterministic LSTM…