The framework for personal health and biological data ownership needs re-thinking. Absent laws that allow us to own data (there are no such laws) we may need to be creative in how we approach data. A sustainability framework may help us.

Innovation in clinical research is now more important than ever. How can we leverage new technology to accelerate clinical trials and ultimately bring more treatments to patients sooner? AI has the power to enable smaller, more efficient trials that produce reliable, robust evidence. Digital Twins, or AI-generated predicted outcomes, can be incorporated into trials to decrease enrollment requirements, speed timelines, and facilitate more informed decisions about treatment efficacy. Join Unlearn Founder and CEO, Charles Fisher, PhD, for a discussion around the potential for AI to transform healthcare and cutting edge approaches like Digital Twins that will drive innovation in clinical research.

Providing patients with choice will enable them to feel more confident and empowered to manage their health. In order to do this, focus should be placed on letting patients access their health data and share this with whom they choose to. They should also be able to interact with a clinician in a format of their choosing - be that telephone, video call or face to face. COVID-19 has accelerated these processes and is welcoming in a new dawn of how we deliver healthcare remotely and internationally.

How Optum uses machine learning to personalize each user's health and wellness experience. I'll talk through some of the problems that make machine learning difficult in healthcare and how we've solved them.