Prediction model of tumor marker examination based on fusion of CNN and bilstm

Manfu Ma, Wenxia Wang,Hai Jia, Xia Wang, Yong Li,Sha Zhang

2021 International Conference on Machine Learning and Intelligent Systems Engineering (MLISE)（2021）

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摘要

CNN can efficiently learn the local features of electronic medical record (EMR), ignoring the relevance between context semantics; The BiLSTM is the opposite. To solve this problem, this paper introduces attention mechanism and multilayer perceptron, combining CNN algorithm with BiLSTM algorithm. The attention mechanism is used to extract key information of electronic medical records, and the mult...

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关键词

Medical services,Predictive models,Multilayer perceptrons,Feature extraction,Prediction algorithms,History,Electronic medical records

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