no code implementations • 17 Jul 2022 • Thesath Nanayakkara
There has been considerable interest in leveraging RL and stochastic control methods to learn optimal treatment strategies for critically ill patients, directly from observational data.
1 code implementation • 12 Apr 2022 • Thesath Nanayakkara, Gilles Clermont, Christopher James Langmead, David Swigon
We introduce a novel contrastive representation learning objective and a training scheme for clinical time series.
1 code implementation • 21 Jan 2021 • Thesath Nanayakkara, Gilles Clermont, Christopher James Langmead, David Swigon
Sepsis is a potentially life threatening inflammatory response to infection or severe tissue damage.