Item reduction of the 39-item Rotterdam Diabetic Foot Study Test Battery using decision tree modelling.

The decision tree was successful at reducing the number of RDF Test Battery items to only 3, with high correlation coefficients to the scores of the full test battery. The findings of this study aids medical decision making by time efficiently estimating pedal sensory status with fewer tests needed.