The Importance of Baseline Models for Sepsis Prediction
Published in Machine Learning for Healthcare, 2020
We develop vanilla machine learning models competitive with contemporary black-box models used in sepsis prediction. Our work illustrates the importance of rigorously defining the difficulty of your targeted task when developing novel solutions.
Recommended citation: Snyder, Christopher; Ucherek, Jared; Vishwanath, Sriram. (2020). The Importance of Baseline Models in Sepsis Prediction.