Bioinformaticsnpj Digital MedicinePeer-reviewed
Discovery of signatures of fatal neonatal illness in vital signs using highly comparative time-series analysis
Justin C. Niestroy, Joseph Randall Moorman, Maxwell Adam Levinson…·Douglas E. Lake
The paper uses time-series analysis on NICU vital signs to identify features predicting all-cause mortality within 7 days, finding five algorithms that outperform others with an AUC of 0.83.