Using combined accelerometer and heart rate data to estimate physical fitness

Description of the results of an experiment performed on a treadmill, in which heart rate and accelerometer parameters were combined to estimate physical fitness. This to ultimately develop a method to estimate physical fitness (VO2max) in the home environment of a patient.