Provided is a non-transitory machine readable medium on which is stored a computer program for non-invasive determination of glycogen stores including, the computer program including instructions which when executed by a computer system perform the steps of: receiving an ultrasound scan of a target muscle and evaluating at least a portion of the ultrasound scan to determine glycogen store within the target muscle.