Artificial neural networks for disease trajectory prediction in the context of sepsis

Dale Larie, Gary An, Chase Cockrell

The disease trajectory for clinical sepsis, in terms of temporal cytokine and phenotypic dynamics, can be interpreted as a random dynamical system. The ability to make accurate pre…