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Séminaire sur les jeux dynamiques et les applications

Improving treatment of metastatic cancer through game theory

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25 fév. 2021   11h00 — 12h00

Katerina Stankova Department of Data Science and Knowledge Engineering, Maastricht University, Pays-Bas

Katerina Stankova

Présentation sur YouTube

In this talk, we will investigate cancer treatment as a game-theoretic contest between the physician's therapy and the cancer cells' resistance strategies. This game has two critical asymmetries: (1) Only the physician can play rationally. Cancer cells, like all evolving organisms, can only adapt to current conditions; they can neither anticipate nor evolve adaptations for treatments that the physician has not yet applied. (2) It has a distinctive Stackelberg structure; the "leader" oncologist plays first and the "follower" cancer cells then respond and adapt to therapy. We will learn how the physician can utilize his advantages in this game.

Georges Zaccour responsable
Can Baris Cetin responsable
Utsav Sadana responsable

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Montréal Québec Canada

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