Ensemble Deep Learning Models for Early Detection of Meningitis in ICU: Multi-center Study

Han Ouyang, Ayush Singhal, Jesse Hamilton +1

The stacking ensemble combining RF, LightGBM, and DNN performed well on internal test sets, exhibiting an NPV greater than 99.9% even with substantial class imbalance. While perfor…