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Supplementary Table 1 – Identification and classification of suspicious FDG-avid foci by

fully automated neural network when compared with the consensus readers reference standard.

Per lesion Per patient

Accuracy 69.8 (63.7 - 75.9) % 71.5 (64.9 - 76.5) % Sensitivity 46.8 (37.5 - 56.0) % 39.1 (29.8 - 49.6) % Specificity 97.7 (95.0 - 98.9) % 97.6 (94.1 - 99.0) % Positive predictive value 96.1 (90.9 - 98.1) % 93.8 (82.4 - 97.6) % Negative predictive value 60.3 (49.2 - 70.4) % 60.8 (51.7 - 68.9) % All measurable lesions were regarded for this table.

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