Abstract: The present disclosure relates to leveraging machine learning algorithms to help guide users to effortlessly assign the correct protocol for an exam order using a standard protocol library and patient clinical information, and it further automates the scanner protocol selection creating a seamless workflow. This helps to reduce time for protocoling and ensures the right imaging exam is delivered for the patient in an efficient manner. In accordance with certain embodiments, a method includes receiving an order for a medical imaging procedure. The medical imaging procedure corresponds to a patient, in response to receding receiving the order, obtaining medical information stored in an information technology system. The medical information relates to the patient, and automatically generating a medical imaging protocol as a function of the obtained medical information.