Figure 1.

Steps of data preprocessing. The diagram depicts the preprocessing of data before it was input into the deep learning model. Firstly, the whole dataset was split into training, validation, and test sets. Subsequently, clinical information and fluid-attenuated inversion recovery (FLAIR) images were preprocessed separately. The details regarding the preprocessing procedure have been described in the Methods section.