Reinforcement Learning Assisted Oxygen Therapy for COVID-19 Patients Under Intensive Care
Article
[키워드] Algorithm
averaged
Care
Characteristics
Clinical practice
coronavirus disease 19
COVID-19
COVID-19 pandemic
COVID-19 patient
Critical
Critically ill patient
cross
Electronic health record
Health
Health status
identify
ill patient
IMPROVE
independent
intensive care
intensive care treatment
learning
lowest
management
Markov decision process
Mortality
mortality rate
New York
outcome
oxygen
oxygen flow
oxygen flow rate
oxygen flow rate control
Patient
patients
public health
reduce
reduce mortality rate
reduction
reduction in
reinforcement
reinforcement learning
resources
Respiratory failure
retrospective cohort
Standard of care
supplemental oxygen
training data
trajectory
Treatment
university
validation cohort
with COVID-19
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