Availability of healthcare information is essential for medical innovation.
Barriers are vast and increasing due to concerns over privacy, restrictive regulations, and public perception.
De-identification is broken. It no longer prevents re-identification.
Typical solutions involve expensive, restricted access to limited data sets, or "fuzzing up" the data, which decreases its utility.
Needs to easily integrate with user's existing infrastructure.
Deep learning allows us to create shareable synthetic equivalents from any source, while preserving strict privacy.