[david_shi]

Very necessary product. Have you thought about approaches for helping researchers run studies with de-identified but linked data?

[luciayhuang]

Thank you! Yes, after rigorous deanonymization we aim to support academic studies that look to research standards of care, efficacies of treatment paradigms, and public health measures. These collaborations can help develop better procedures for treatment resistance