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

• Автори: Elisa Tardini (Автор), Xinhua Zhang (Автор), Guadalupe Canahuate (Автор), Andrew Wentzel (Автор), Abdallah S R Mohamed (Автор), Lisanne Van Dijk (Автор), Clifton D Fuller (Автор), G Elisabeta Marai (Автор)
• Формат: Книга
• Опубліковано: JMIR Publications, 2022-04-01T00:00:00Z.
• Предмети: article
• Онлайн доступ: Connect to this object online.

BackgroundCurrently, selection of patients for sequential versus concurrent chemotherapy and radiation regimens lacks evidentiary support and it is based on locally optimal decisions for each step. ObjectiveWe aim to optimize the multistep treatment of patients with head and neck cancer and predict...