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May, 2023
使用协方差神经网络进行可解释的大脑年龄预测
Explainable Brain Age Prediction using coVariance Neural Networks
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Saurabh Sihag, Gonzalo Mateos, Corey T. McMillan, Alejandro Ribeiro
TL;DR
本研究提出了一种基于VNN的大脑年龄预测框架,可通过解释获得对年龄差异的洞察力,包括对Alzheimer疾病中引起年龄差异的贡献的识别和脑部区域的解释。
Abstract
In
computational neuroscience
, there has been an increased interest in developing
machine learning
algorithms that leverage
brain imaging
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