Clinical journal of the American Society of Nephrology : CJASN
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Clin J Am Soc Nephrol · Mar 2021
Deep Learning Model for Real-Time Prediction of Intradialytic Hypotension.
Intradialytic hypotension has high clinical significance. However, predicting it using conventional statistical models may be difficult because several factors have interactive and complex effects on the risk. Herein, we applied a deep learning model (recurrent neural network) to predict the risk of intradialytic hypotension using a timestamp-bearing dataset. ⋯ Our deep learning model can be used to predict the real-time risk of intradialytic hypotension.