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Choosing Models for Clinical Use

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Your question is Choosing Models for Clinical Use. Take a moment with it on the right.

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Problem

If your deep learning model achieves 95% accuracy but a logistic regression achieves 90%, which would you choose for a clinical diagnostic tool at Washington University in St. Louis and why?