Learning to synthesise the ageing brain without longitudinal data

Tian Xia,Agisilaos Chartsias,Chengjia Wang,Sotirios A. Tsaftaris

Medical Image Analysis（2021）

引用 27|浏览27

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摘要

•Subject-specific simulation of brain ageing process without longitudinal data.•Method can synthesise aged brains considering age and health status.•Embedding mechanism that encodes factors into the generative model.•Extensive experiments to show the realism of synthetic images.

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关键词

Brain ageing,Generative adversarial network,Neurodegenerative disease,Magnetic resonance imaging (MRI)

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