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A pragmatic way forward is to (i) use Bayesian inference to express uncertainty in clinically interpretable probabilities, and (ii) use data-driven phenotyping (including ML-enabled clustering where appropriate) to describe heterogeneity in treatment response

This provides us with the information we need to tailor a treatment plan to your specific needs

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Qazi NG, Khan A-u, Abbasi SW, Shah FA, Rasheed F, Ali F, et al