The Quest To Develop Fair And Ethical Algorithms In Medical Imaging

The Medical Imaging and Data Resource Center (MIDRC) is an NIBIB-funded data repository that was developed during the COVID-19 pandemic. It provides robust and trustworthy machine learning resources for medical imaging, which can be used to detect diseases, predict clinical outcomes, and drive therapeutic decisions. The repository is designed to ensure data security and reduce bias in the development of algorithms.