The impact of transfer learning on 3D deep learning convolutional neural network segmentation of the hippocampus in mild cognitive impairment and Alzheimer disease subjects - Balboni, Erica; Nocetti, Luca; Carbone, Chiara; Dinsdale, Nicola; Genovese, Maurilio; Guidi, Gabriele; Malagoli, Marcella; Chiari, Annalisa; Namburete, Ana I. L.; Jenkinson, Mark; Zamboni, Giovanna (Human brain mapping, 2022)
Keywords: Abnormalities; Alzheimer disease; Alzheimer's disease; Artificial neural networks; Biomarkers; Cognitive ability; Datasets; Deep learning; Domains; Hippocampus; Image processing; Image segmentation; Impairment; Magnetic resonance imaging; Medical imaging; mild cognitive impairment; Neural networks; Neurodegenerative diseases; Training; Transfer learning; deep learning; transfer learning; magnetic resonance imaging; hippocampus; Alzheimer disease; neural networks; mild cognitive impairment