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Diffusion Deep Learning for Brain Age Prediction and Longitudinal Tracking in Children Through Adulthood

2023-10-20

Abstract excerpt

Deep learning (DL)-based prediction of biological age in the developing human from a brain magnetic resonance image (MRI) (“ brain age ”) may have important diagnostic and therapeutic applications as a non-invasive biomarker of brain health, aging, and neurocognition. While previous deep learning tools for predicting brain age have shown promising capabilities using single-institution, cross-sectional datasets, ou...

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Literature Corpus work
12ed4c95-fb56-5c52-aa20-a0029db5f7df
DOI
10.1101/2023.10.17.23297166
Open publication

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Diffusion Deep Learning for Brain Age Prediction and Longitudinal Tracking in Children Through AdulthoodDOI 10.1101/2023.10.17.23297166
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