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greenelab / deep-review

A collaboratively written review paper on deep learning, genomics, and precision medicine
https://greenelab.github.io/deep-review/
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Applications in sleep research #1013

Open SystemsResearch opened 4 years ago

SystemsResearch commented 4 years ago

There has been a fair amount of work on applications in sleep research (mostly around the automated analysis of polysomnography data, for sleep staging and/or identification of sleep disorders).

I think it is an interesting application area (given how time consuming sleep scoring is, and how much variation there can be between individual scorers).

I am not completely sure where it would fit, though. Maybe in the "neuroscience" subsection at the end of "Deep learning to study the fundamental biological processes underlying human disease"?

cgreene commented 4 years ago

@SystemsResearch : what do you think of the reorganization suggested by @manolik in #1005? I lean towards using that framing for the next version of this manuscript. It looks like it might fit in what's proposed as Module 2.

SystemsResearch commented 4 years ago

Hi @cgreene. Overall, I think the proposed restructure is useful, and I agree that sleep could fit well in the 'specialized' block in module 2. My only doubt is whether that block (and block 6) would fit better in module 2 or later on. That might be a question for #1005, so I will ask there.