Healthcare data scientists must confront a host of challenges that do not exist in other industries. The fact that many data scientists come to healthcare from non-healthcare backgrounds means they will not be familiar with the subtle-yet-vital details waiting for them.
Healthcare is rapidly evolving toward a value-based system, one centered on individuals, prevention, and the management of chronic disease.
Chronic Kidney Disease (CKD) is a complex, clinically dynamic, and progressive condition. Managing it successfully demands close surveillance and monitoring and that clinicians balance CKD’s clinical, medical, and psychological effects while simultaneously avoiding its excess of potential adverse events.