Simple web page loads pretrained models for predicting PaO2 values
To set up the conda environment, use req.txt
SpO2 = 95 , FiO2 = 0.5 , Peep = 5
Samples with SpO2 <= 96 | All Samples | |
---|---|---|
Linear Regression | 111.95 | 141.28 |
SVR | 93.44 | 95.5 |
Neural Network | 110.48 | 112.29 |
SpO2 = 95, FiO2 = 0.5, Peep = 10, Tidal Volumn = 850, MAP = 84, Temperature = 36.56, vaso = 0
Samples with SpO2 <= 96 | All Samples | |
---|---|---|
Linear Regression | 100.07 | 138.53 |
SVR | 86.79 | 85.12 |
Neural Network | 93.93 | 101.6 |