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Epigenetic Reprogramming Therapies to Extend Healthspan (Dr. Jacob Kimmel, Head of Research, NewLimit)

Translating Aging

CHAPTER

The Role of Machine Learning in New Limits Research

The amount of data we have for the sort of complete loop of transcription factors, cell states is relatively small. Even with just those sorts of data available, we're already able to build models that perform better than randomly searching through the experimental hypothesis space and already perform better than our rough heuristics about which interventions might be most impactful. There actually is a wealth of other information out in the world that's been collected over the past several decades that actually informs our models as well.

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