Unsupervised Machine Learning: CV Example

Issue:

A major pharmaceutical client sought to better understand the utilization of anti-hypertensive agents among patients with a diagnosis of hypertension with concomitant diabetes. The client also wanted to know if the utilization patterns that were observed were consistent with current treatment guidelines and to determine where their product fit in the overall treatment landscape.

Solution:

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CART Modeling: Oncology Example

Issue: A major pharmaceutical client sought to better understand distinct patient phenotypes that had a high likelihood of experiencing treatment initiation, treatment discontinuation, treatment switching

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