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. 2020 Jul 30;15(7):e0236827. doi: 10.1371/journal.pone.0236827

Table 1. Prevalence of radiographic findings between the ground truth cohort (manually annotated reports) and the Clever-Heart cohort.

For the ground truth corpus, the prevalence percentage is calculated based on known, manually annotated ground truths. For Clever-Heart, values are based on predictions from the CNN model.

Ground Truth CT reports Clever-Heart (As Predicted)
No. Radiographic finding Radiographic finding Count Prevalence (%) Radiographic finding Count Prevalence (%)
1 Aortic Aneurysm 120 7.69 754 6.38
2 Ascites 299 19.16 1516 12.83
3 Atelectasis 691 44.29 5625 47.63
4 Atherosclerosis 620 39.74 5639 47.75
5 Cardiomegaly 390 25.00 3374 28.57
6 Enlarged Liver 86 5.50 162 1.37
7 GB Thickening 25 1.60 9 .0007
8 Hernia 366 23.46 2594 21.96
9 Hydronephrosis 65 4.16 136 1.15
10 Lymphadenopathy 484 31.02 2593 21.95
11 Pleural Effusion 673 43.14 4823 40.84
12 Pneumonia 278 17.82 1678 39.96
13 Previous Surgery 778 49.87 4719 39.96
14 Pulmonary Edema 94 6.02 516 4.36