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)
Analytic Support Program
The Department of Medicine (DOM) Analytic Support Program (formerly the Biostatistics Consultation Program) started in 2016. The specific focus is to support DOM faculty-led QI projects or fellow/resident QI projects that are mentored by faculty with the goal of moving them to a scholarly product.