Semi-supervised learning of the electronic health record for phenotype stratification.
Journal of Biomedical Informatics（2016）
摘要
•Denoising autoencoders (DAs) can model electronic health records.•Semi-supervised learning with DAs improves ALS patient survival predictions.•DAs improve patient cluster visualization through dimensionality reduction.
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关键词
Electronic health record,Denoising autoencoder,Unsupervised,Electronic phenotyping,Patient stratification,Disease subtyping
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