Screening is important for the diagnosis and treatment of a wide variety of diseases. A good
screening policy should be personalized to the disease, to the features of the patient and to …

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For each s∈ S For t= 1: T Sample a∼ Bernoulli (p)(if the patient arrives in that time slot a= 1
or not a= 0) Sample z∼ Pr (z| s, x, a), If a= 0 (patient does not arrive), then z=∅ B [j, t]= Θ (B …