Empowered Patient Podcast

Daniel Blumenthal, VP of Strategy at MDClone, is building synthetic data models to mimic real patient data without the need to protect the identity of individuals. This type of data is being utilized in drug discovery and development, building predictive tools and new care models, and to better understand biases in clinical trials making them more representative. AI tools play an essential role in generating and validating synthetic data as well as integrating it into various processes and environments. Daniel explains, "Synthetic data means different things to different people. So I definitely would want to start with sharing what it usually means to MDClone, which is creating data based on real populations of patients, real patient data. Learning from that real patient data, extracting essentially the statistics from that data, understanding the relevant patterns that exist inside that data, and then, based on the statistics alone, generating a brand-new set of data, a brand-new set of people, and the synt