3 citations · 4 across the 2 of their papers we have counts for
2 papers
cs.LG2019★ 1 cited
Multi-Task Time Series Analysis applied to Drug Response Modelling
Alex Bird, Christopher K. I. Williams, Christopher Hawthorne
Time series models such as dynamical systems are frequently fitted to a cohort of data, ignoring variation between individual entities such as patients. In this paper we show how t…
cs.LG2016★ 3 cited
Input-Output Non-Linear Dynamical Systems applied to Physiological Condition Monitoring
Konstantinos Georgatzis, Christopher K. I. Williams, Christopher Hawthorne
We present a non-linear dynamical system for modelling the effect of drug infusions on the vital signs of patients admitted in Intensive Care Units (ICUs). More specifically we are…