We summarize a new process for developing algorithm-based recommendations for the ACR. This process is currently applied to the ACR’s incidental findings recommendations, and other committees providing evidence-based recommendations may elect to adopt these processes in the future. The prior process relied upon informal consensus and was versatile but more limited in scalability and generalizability. Most importantly, the absence of a formal, evidence-driven process prevented incidental findings…