Figure 1 | Scientific Reports

Figure 1

From: Machine learning did not beat logistic regression in time series prediction for severe asthma exacerbations

Figure 1

Time series for patients with no, one and many exacerbations. (a) Peak expiratory flow, (b) nocturnal awakening (yes/no), and (c) use of \(\upbeta \)2 reliever (No M&E = No Morning & Evening, Yes M/E = Yes morning or evening, Yes M&E = Yes morning and evening) over time for three patients with no, one and many exacerbations respectively. The case of no exacerbations (top figure) is most prevalent in the data. Exacerbations are marked with red dots.

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