41 citations · 42 across the 2 of their papers we have counts for
2 papers
physics.med-ph2023★ 1 cited
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…
physics.med-ph2020★ 41 cited
Long short-term memory networks for proton dose calculation in highly heterogeneous tissues
Ahmad Neishabouri, Niklas Wahl, Ulrich Köthe +1
A novel dose calculation approach was designed based on the application of LSTM network that processes the 3D patient/phantom geometry as a sequence of 2D computed tomography input…