no code implementations • 28 Sep 2023 • Manuel Schürch, Xiang Li, Ahmed Allam, Giulia Rathmes, Amina Mollaysa, Claudia Cavelti-Weder, Michael Krauthammer
We propose a novel framework that combines deep generative time series models with decision theory for generating personalized treatment strategies.
no code implementations • 18 Jul 2022 • Kyriakos Schwarz, Daniel Trejo Banos, Giulia Rathmes, Michael Krauthammer
In recent decades, there has been an increase in polypharmacy, the concurrent administration of multiple drugs per patient.