# 09 The Atlas of Medical Imaging Data, Ouwen Huang, Co-Founder of Gradient Health

Data access is a huge problem in medical imaging AI. To meet safety criteria and have a positive impact on patients, AI models need rich and diverse datasets. Only it’s so difficult to get hold of.Enter Gradient Health. Gradient have spent years partnering with hospitals globally to establish a huge medical imaging library, an on-demand data infrastructure that AI developers can plug into.Ouwen and his co-founders are no strange to entrepreneurship, having founded and exited a computer vision satellite company during their college years. They wanted to apply their skills to something meaningful i.e. medicine, so turned their attention to medical imaging AI. Which is where the stark reality of data access became apparent.Join us as we discuss - How Gradient was formedHow Gradient have assembled so much dataMaking data suitable for ML algorithmsLLMs in healthcareOuwen’s entrepreneurial advice and building businesses with friendshttps://www.linkedin.com/in/charlie-webb-a5605768/https://www.linkedin.com/in/sumair-gill-086a151a1/