I recently posted about how studying probability and decision theory allows one to see math everywhere in medicine.  

In the linked video, I give a relatively quick rundown of why this is the case, touching upon some major mathematical concepts including functions, probability, conditional probability, modeling, risk estimation, observational and interventional distributions, randomization, utility, and the integration of utility and probability — all with respect to the commonly prescribed medication, statins.