Machine learning requires good, annotated data. DSI is making services available to help radiology departments create training and testing datasets around ACR DSI use cases, so that the data is usable by industry.
DSI maintains a public directory of datasets and assists in connecting those with data with developers who want to use the datasets to build algorithms. Ultimately, our goal is to empower machine learning in health care.
Many AI developers do not have clinical backgrounds and find it challenging to solve problems in ways that provide value to end users. We put doctors at the center of prioritizing the problems AI can help solve in radiology. This ensures industry focuses from the beginning on problems where AI can have an impact.
If you’re already confident in your understanding and ready to join our group of specialty experts we’ll connect you with opportunities to help guide industry on solving the right problems in the most impactful way. If you are still developing your AI skills, visit our resources for links to AI reading materials, podcasts and video.
Find out how to get involved in the work of ACR DSI.