The risk of bias in denoising methods: Examples from neuroimaging.
Experimental datasets are growing rapidly in size, scope, and detail, but the value of these datasets is limited by unwanted measurement noise.It is therefore tempting to apply analysis techniques that attempt to reduce noise and enhance signals of interest.In this paper, we draw attention to the possibility that denoising methods may Socks introdu