Figure 1 | Scientific Reports

Figure 1

From: Pattern recognition of forced oscillation technique measurement results using deep learning can identify asthmatic patients more accurately than setting reference ranges

Figure 1

Flowchart of programs. First, test data from controls and patients were randomly extracted. The remaining data were used for training and validation. In order to balance the number of data, similar or identical data were created for oversampling, or large amounts of data were randomly discarded in the case of undersampling. The extracted test data were used to evaluate the model.

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