Recorded computer programs using artificial intelligence (AI) for processing clinical data and generating a patient timeline for use in medical coding automation for diagnosis, procedure based coding, encounter and observation based coding, value based care, and/or population health determinations.; Recorded computer programs using artificial intelligence (AI) for processing clinical data for medical coding automation.