Degenerative adversarial neuroimage nets for brain scan simulations: Application in ageing and dementia - Ravi, Daniele; Blumberg, Stefano B.; Ingala, Silvia; Barkhof, Frederik; Alexander, Daniel C.; Oxtoby, Neil P. (Medical image analysis, 2022)
Keywords: 4D-DANI-Net; 4D-MRI; Adversarial training; Ageing; Aging; Alzheimer Disease - diagnostic imaging; Alzheimer's disease; Benchmarks; Brain; Brain - diagnostic imaging; Customization; Deep learning; Dementia; Dementia disorders; Disease progression modelling; Evaluation; Generative models; High resolution; Humans; Image Processing, Computer-Assisted; Image quality; Image resolution; Magnetic Resonance Imaging; Medical imaging; Medical research; Neuro-image; Neurodegeneration; Neurodegenerative diseases; Neuroimaging; Quality assessment; Quality control; Synthetic-images; Time series; Training; Transfer learning; Visual perception; Weighting functions; Synthetic-images; Brain; 4D-DANI-Net; Neuro-image; Adversarial training; Disease progression modelling; Neurodegeneration; Ageing; 4D-MRI; Generative models; Dementia