Transformer-DOA-Prediction

A Transformer-based Prediction Method for Depth of Anesthesia During Target-controlled Infusion of Propofol and Remifentanil.

Usage

The main requirements are pytorch 1.4.0 with python 3.9.1.

The mainer sets up a container with a main function for this project. Run 'main_featurefusion' to begin training or testing. The loader deposit some programs to load drug and BIS record (which can access in VitalDB).