In this pilot randomized trial with blinded outcomes assessment, NMES in critically ill, mechanically ventilated patients did not significantly improve leg strength at hospital discharge. Because our trial stopped early due to slow recruitment and the end of funding, we may be underpowered to detect a true difference between groups.