Classification of 18 F-Flutemetamol scans in cognitively normal older adults using machine learning trained with neuropathology as ground truth.

Among a set of neuropathologically validated classifiers trained with end-of-life cases, transfer to a cognitively normal population works best for a classifier trained with amyloid phases and using only voxels with the highest amplitudes of feature weights.