Machine Learning Models for Analysis of Vital Signs Dynamics: A Case for Sepsis Onset Prediction

Table 2

Guillen’s features’ versus our features (f₁–f₅ as defined above) for mean arterial pressure in an example of two patients, with and without sepsis.

	With sepsis	Without sepsis
Guillen’s features	Mean = 71; σ = 8.61; Min = 60; Max = 93	Mean = 70.5; σ = 7.31; Min = 60; Max = 95
Our features