Development of a predictive model for nephrotoxicity during tacrolimus treatment using machine learning methods.

A machine learning model to predict nephrotoxicity in patients during tacrolimus treatment was developed using tacrolimus whole-blood concentration and other patient data. This model could potentially assist in identifying high-risk patients who require individualised target therapeutic concentrations of tacrolimus prior to treatment initiation to prevent nephrotoxicity.