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. 2020 May 25;14:17. doi: 10.3389/fninf.2020.00017

TABLE 5.

Comparison of region-wise F1 score for different CSVDs.

Lacune White matter hyperintensity Infarction Cerebral microbleed
Doctor A 0.375 0.660 0.817 0.785
Doctor B 0.676 0.722 0.905 0.897
Doctor C 0.633 0.661 0.905 0.809
Doctor D 0.41 0.668 0.921 0.797
Doctor E 0.518 0.603 0.836 0.662
Doctor F 0.536 0.518 0.652 0.623
Average 0.525 0.639 0.839 0.762
Our model 0.683 0.644 0.859 0.713

Comparison of region-wise F1 score for different CSVDs of 30 patients according to the predictions made by six doctors (Neuroradiologists) and by our model, with respect to reference standard. Each lesion is treated equally regardless of size, and the prediction is classified as a true positive when one or more pixel overlaps with the reference standard.