The Importance of Baseline Models for Sepsis Prediction
Published in Machine Learning for Healthcare, 2020
Recommended citation: Snyder, Christopher; Ucherek, Jared; Vishwanath, Sriram. (2020). The Importance of Baseline Models in Sepsis Prediction.
For this abstract, we used the MIMIC III dataset for same-day and next-day sepsis prediction, analyzing the performance of several published models. View paper here