Recurrent Neural Networks with Longitudinal Pooling and Consistency Regularization

31 Mar 2020Jiahong OuyangQingyu ZhaoEdith V SullivanAdolf PfefferbaumSusan F. TapertEhsan AdeliKilian M Pohl

Most neurological diseases are characterized by gradual deterioration of brain structure and function. To identify the impact of such diseases, studies have been acquiring large longitudinal MRI datasets and applied deep-learning to predict diagnosis label(s)... (read more)

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