2min snip

Pear Healthcare Playbook cover image

Lessons from Brian Anderson, Chief Digital Health Physician MITRE and Co-Founder of CHAI, on building trustworthy healthcare AI that serve all of us

Pear Healthcare Playbook

NOTE

Importance of Federated Labs in Data Testing

Federated labs ensure data security by keeping it within the network, allowing for testing data to represent diverse populations. Having labs in various locations provides independent validation for innovators, ensuring adherence to standards and preventing model overfitting. Furthermore, assurance labs not only focus on model performance metrics but also assess the model's configuration within the EHR and its usability in real-world contexts.

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