Optimal Treatment Selection in Sequential Systemic and Locoregional Therapy of Oropharyngeal Squamous Carcinomas: Deep Q-Learning With a Patient-Physician Digital Twin Dyad.

Elisa Tardini Xinhua Zhang Guadalupe Canahuate Andrew Wentzel Abdallah Sherif Radwan Mohamed Lisanne V van Dijk Clifton David Fuller G Elisabeta Marai

Published in: Journal of medical Internet research (2022)

Given the prediction accuracy and predicted improvement regarding the medically relevant outcomes yielded by this approach, this digital twin dyad of the patient-physician dynamic treatment problem has the potential of aiding physicians in determining the optimal course of treatment and in assessing its outcomes.

Keyphrases

primary care
emergency department
high grade
risk assessment
combination therapy
mesenchymal stem cells
replacement therapy