In Frontiers in Neuroinformatics, members of the INCF Program DASH develop an automated collection of neuroimaging and clinical assessment data within: COINS (Collaborative Informatics and Neuroimaging Suite). COINS is an end-to-end data management system. It provides a comprehensive platform for data collection, management, secure storage, and flexible data retrieval