Medical decision support using machine learning for early detection of late-onset neonatal sepsis.
The objective was to develop non-invasive predictive models for late-onset neonatal sepsis from off-the-shelf medical data and electronic medical records (EMR).
Author(s): Mani, Subramani, Ozdas, Asli, Aliferis, Constantin, Varol, Huseyin Atakan, Chen, Qingxia, Carnevale, Randy, Chen, Yukun, Romano-Keeler, Joann, Nian, Hui, Weitkamp, Jörn-Hendrik
DOI: 10.1136/amiajnl-2013-001854