Sheng-Fan Zhang

Reinforcement Learning for Optimizing Laboratory Test Utilization in Intensive Care Units: A Framework for Reducing Unnecessary Testing

Unnecessary laboratory testing in intensive care units (ICUs) has long been identified as a major contributor to low efficiency, increased costs, and heightened medical risks. Laboratory tests are very critical in monitoring and managing patient health; however, a high percentage of these tests have very limited clinic...