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20172026
most citedContinuous State-Space Models for Optimal Sepsis Treatment - a Deep Reinforcement Learning Approach

102 citations · 317 across the 18 of their papers we have counts for

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cs.AI2017★ 46 cited

Deep Reinforcement Learning for Sepsis Treatment

Aniruddh Raghu, Matthieu Komorowski, Imran Ahmed +3

Sepsis is a leading cause of mortality in intensive care units and costs hospitals billions annually. Treating a septic patient is highly challenging, because individual patients r…

cs.LG2017★ 102 cited

Continuous State-Space Models for Optimal Sepsis Treatment - a Deep Reinforcement Learning Approach

Aniruddh Raghu, Matthieu Komorowski, Leo Anthony Celi +2

Sepsis is a leading cause of mortality in intensive care units (ICUs) and costs hospitals billions annually. Treating a septic patient is highly challenging, because individual pat…