Operation opportunity prediction model for patient with acute necrotizing pancreatitis
A technique for acute pancreatitis, predictive models, applied in the field of neural networks
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[0040] In order to make the object, technical solution and advantages of the present invention clearer, the present invention will be further described in detail below in conjunction with the accompanying drawings.
[0041] LSTM, that is, Long short term network, refers to the long and short term neural network model.
[0042] HIS hospital information system hospital information system;
[0043] LIS laboratory information system laboratory information system;
[0044] RIS radiation information system Radiological information system;
[0045] CIS clinical information system Clinical information system.
[0046] Such as figure 1 , figure 2 As shown, the present invention collects the electronic medical record data of patients with acute pancreatitis in West China Hospital of Sichuan University for 10 years, and performs data cleaning.
[0047] use figure 2 The shown LSTM network structure performs time-series modeling on the electronic medical record data of patients wit...
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