Development and validation of high definition phenotype-based mortality prediction in critical care units.
The objectives of this study are to construct the high definition phenotype (HDP), a novel time-series data structure composed of both primary and derived parameters, using heterogeneous clinical sources and to determine whether different predictive models can utilize the HDP in the neonatal intensive care unit (NICU) to improve neonatal mortality prediction in clinical settings.
Author(s): Sun, Yao, Kaur, Ravneet, Gupta, Shubham, Paul, Rahul, Das, Ritu, Cho, Su Jin, Anand, Saket, Boutilier, Justin J, Saria, Suchi, Palma, Jonathan, Saluja, Satish, McAdams, Ryan M, Kaur, Avneet, Yadav, Gautam, Singh, Harpreet
DOI: 10.1093/jamiaopen/ooab004