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. 2022 Jul 11;35(6):1445–1462. doi: 10.1007/s10278-022-00666-z

Table 7.

Vision transformer classification

Pathology Precision Recall F1 Score Support
No Finding 0.50 0.44 0.42 728
Enlarged Cardiom 0.00 0.00 0.00 794
Cardiomengaly 0.54 0.49 0.51 1278
Lung Opacity 0.63 0.78 0.68 3950
Lung Lesion 1.00 0.00 0.01 354
Edema 0.60 0.61 0.62 2358
Consolidation 0.39 0.09 0.14 1485
Pneumonia 0.32 0.11 0.12 852
Atelectasis 0.47 0.35 0.40 2341
Pneumothorax 0.58 0.33 0.39 935
Pleural Effusioin 0.75 0.70 0.73 3463
Pleural Other 0.00 0.00 0.00 247
Fracture 0.32 0.02 0.04 355
Support Devices 0.80 0.79 0.72 4251