One important application domain for ML methods is healthcare. Here, data points represent human patients that are characterized by health-care records. These records might containphysiological parameters, CT scans along with various diagnoses provided by healthcare professionals.

Is it a good idea to use every data field of a healthcare record as features of the data point ?