Selection bias in the reported performances of AD classification pipelines

Article ID	Journal	Published Year	Pages	File Type
8688693	NeuroImage: Clinical	2017	47 Pages	PDF

Keywords

Cross validation Overfitting Alzheimer's disease Selection bias Classification ADNI

Related Topics

Life Sciences Neuroscience Biological Psychiatry

Preview

Selection bias in the reported performances of AD classification pipelines

Authors

Alex F. Mendelson, Maria A. Zuluaga, Marco Lorenzi, Brian F. Hutton, Sébastien Ourselin, for the Alzheimer's Disease Neuroimaging Initiative for the Alzheimer's Disease Neuroimaging Initiative,