Building an AI to predict human age from a blood sample

Re:Building an AI to predict human age from a blood sample by unwoundmouse on Monday March 09, 2020 @12:25AM (#22522985)

Great work! I love how well presented all of the information is.

I'd be really interested to see how well a baseline linear model using those features would perform - it seems like it could do pretty well.

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Re:Building an AI to predict human age from a blood sample by jonathankoren on Monday March 09, 2020 @02:36AM (#22523429)

A linear model should always be compared to these DNNs.

There was a paper last year or so that compared correctly tuned linear models to various deep belief net papers and found that the performance "gains" suddenly evaporated or were not nearly as great as originally published.

If I can track down that paper, I'll post it.

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Re:Building an AI to predict human age from a blood sample by ruborcalor on Monday March 09, 2020 @10:57AM (#22525879)

Hey I really appreciate it mate. I'll try and get a baseline linear model going and get back to you with the results.

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