Multi-channel attention-fusion neural network for brain age estimation: Accuracy, generality, and interpretation with 16, 705 healthy MRIs across lifespan.
Sheng HeDiana PereiraJuan David PerezRandy L. GollubShawn N. MurphySanjay PrabhuRudolph PienaarRichard L. RobertsonPatricia Ellen GrantYangming OuPublished in: Medical Image Anal. (2021)
Keyphrases
- multi channel
- estimation accuracy
- age estimation
- neural network
- prediction accuracy
- functional connectivity
- anti aliasing
- human brain
- magnetic resonance images
- single channel
- back propagation
- estimation error
- visual attention
- brain tissue
- brain atlas
- data broadcast
- medical images
- eeg signals
- focus of attention
- brain images
- medical image analysis
- mr images
- wireless networks