Data analysis with Shapley values for automatic subject selection in Alzheimer’s disease data sets using interpretable machine learning - Bloch, Louise; Friedrich, Christoph M. (Alzheimer's research & therapy, 2021)
Keywords: ADNI; AIBL; Alzheimer Disease - diagnostic imaging; Alzheimer Disease - genetics; Alzheimer's disease; Australia; Biomarkers; Classification; Cognitive ability; Cognitive Dysfunction - diagnostic imaging; Computer-aided medical diagnosis; Data Analysis; Data mining; Data Shapley; Datasets; Dementia; Diagnosis; Discriminant analysis; Game theory; Humans; Interpretability; Machine Learning; Magnetic Resonance Imaging; Methods; Neural networks; Noise; Older people; Shapley values; Australia; Germany; ADNI; Shapley values; Alzheimer’s disease; Interpretability; Mild cognitive impairment; Machine learning; AIBL; Data Shapley