Abstract: Highlights•We propose a framework to determine treatment policies for breast cancer patients.•Computed policies have significant potential benefit compared to the standard treatment policy.•The proposed method can suggest a personalized treatment policy in real time.•The proposed method scales well with the number of alternative therapies.
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