Penalized decomposition using residuals (PeDecURe) for feature extraction in the presence of nuisance variables.
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DOI: 10.1093/biostatistics/kxac031
Abstract: Neuroimaging data are an increasingly important part of etiological studies of neurological and psychiatric disorders. However, mitigating the influence of nuisance variables, including confounders, remains a challenge in image analysis. In studies of Alzheimer's disease,… read more here.
Keywords: nuisance; penalized decomposition; feature extraction; nuisance variables ... See more keywords