Machine Learning, Data Science, Artificial Intelligence, Healthcare.
feature engineering at the ICU We started by binning the data into 24-hours time windows (see the vertical black lines in figure 1). Then our decisions were motivated by three ideas: We want to capture short-term (day-level) effects in the signal, namely, its average value, how much it fluctuates,