Unifying Cardiovascular Modelling with Deep Reinforcement Learning for Uncertainty Aware Control of Sepsis Treatment. - Thesath Nanayakkara; Gilles Clermont; Christopher James Langmead; David Swigon (CoRR, 2021)

Deep Normed Embeddings for Patient Representation. - Thesath Nanayakkara; Gilles Clermont; Christopher James Langmead; David Swigon (CoRR, 2022)

Reinforcement Learning For Survival, A Clinically Motivated Method For Critically Ill Patients. - Thesath Nanayakkara (CoRR, 2022)