On March 12-13th, 2019, the National Academies convened a workshop to discuss the process for preparing a radiation registry for monitoring long-term health effects of populations affected by a nuclear or radiological incident. Participants assessed existing information, useful practices, and tools for planning a radiation registry that will enhance incident monitoring and response methods. This publication summarizes the discussions and presentations from the workshop.