Personalizing renal replacement therapy initiation in the intensive care unit: a reinforcement learning-based strategy with external validation on the AKIKI randomized controlled trials.
François GrolleauFrançois PetitStéphane GaudryÉlise DiardJean-Pierre QuenotDidier DreyfussViet-Thi TranRaphael PorcherPublished in: Journal of the American Medical Informatics Association : JAMIA (2024)
We developed and validated a practical and interpretable dynamic decision support system for RRT initiation in the ICU.