Nature

Novel architecture for gated recurrent unit autoencoder trained on time series from electronic health records enables detection of ICU patient subgroups

Hospitals and other healthcare providers collect and store medical data on their patients in electronic health records (EHR) to document the course of their diseases and treatment. These measurements ...
Nature

Prediction of electricity consumption and hydropower production in the smart power grid based on the gated recurrent unit neural network and modified future search algorithm

In the current dynamic energy environment, the combination of renewable energy sources and the rise of intelligent power grids have highlighted the crucial need for precise and effective energy ...