Diagnosis and Management of Epilepsy with Dean Freestone from Seer

In this episode, I talk with Dean Freestone, co-founder and CEO of Seer, about epilepsy. Seer uses home monitoring to diagnose and manage neurological conditions, relieving bottlenecks in the healthcare system.

Highlights:

• Using machine learning to summarize data to reduce the labor intensive search for episodic events.
• Handling imbalanced datasets. 
• Controlling the workflows to enable gathering and annotating huge datasets.
• Working with technicians to speed up review of EEG data.
• Using machine learning to capture features that doctors can’t describe.
• Dealing with low inter-reviewer agreement from clinicians.
• How bias can manifest is neurological data.
• Do not underestimate the cost and amount of work to build a healthcare AI startup.

Links:

Seer’s website

Seer on LinkedIn

Dean Freestone on LinkedIn

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