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, Sadnan Al Manir, Timothy W. Clark, Karen D. Fairchild, 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.
npj Digital Medicine · Jan 17, 2022Peer-reviewedBioinformatics