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Lauren Oakden-Rayner

Medical AI Researcher / Radiologist

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Month: January 2018

CheXNet: an in-depth review

January 24, 2018January 24, 2018 ~ laurenoakdenrayner ~ 24 Comments

Since the CheXNet paper came out in November 2017 I have been communicating with the author team. I'm finally ready to review the paper. Some of the things I found out surprised me.

The philosophical argument for using ROC curves

January 7, 2018January 28, 2018 ~ laurenoakdenrayner ~ 22 Comments

I just wanted to do a quick follow up to my recent blog post, which discussed the performance metrics I think might be appropriate for use in medical AI studies. One thing I didn't cover was the reason we might want to use multiple metrics, or the philosophy behind choosing the ones I did. So today, … Continue reading The philosophical argument for using ROC curves

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