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. 2022 Nov 16;12:19612. doi: 10.1038/s41598-022-23064-5

Table 2.

Comparison between radiologists and DNN models in the first diagnostic examination (no AI support).

S-Avg (%) P-Avg (%) DNN model (%)
SS-Avg 82.4 69.6 90.8
Accuracy 88.3 80.1 90.3
Sensitivity 71.0 47.6 89.8
Specificity 93.8 91.5 91.7

S-Avg: Average results for radiological specialists (board-certified radiologists).

P-Avg: Average results for radiological practitioners (no board-certified radiologists).

The results of DNN model were calculated using the average for the top 10 combinations of MRI sequences (Table 1).

The DNN results were equivalent to those of a radiological specialist, and the SS-Avg and sensitivity were significantly higher for the DNN models (p < 0.05 for both parameters).