Medical Knowledge Integration into Reinforcement Learning Algorithms for Dynamic Treatment Regimes
S Yazzourh, N Savy, P Saint-Pierre… - arXiv preprint arXiv …, 2024 - arxiv.org
The goal of precision medicine is to provide individualized treatment at each stage of
chronic diseases, a concept formalized by Dynamic Treatment Regimes (DTR). These …
chronic diseases, a concept formalized by Dynamic Treatment Regimes (DTR). These …
Reinforcement learning and Bayesian outcome-weighted learning for precision medicine: integrating medical knowledge into decision-making algorithms
S Yazzourh - 2024 - theses.hal.science
Precision medicine aims to tailor treatments to the characteristics of each patient by relying
on the frameworks of Individualized Treatment Regimes (ITR) and Dynamic Treatment …
on the frameworks of Individualized Treatment Regimes (ITR) and Dynamic Treatment …