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. 2020 Apr 20;15:87. doi: 10.1186/s13014-020-01514-6

Table 3.

Comparison of deep learning based segmentation studies for brain metastases (adapted from Dikici et al. [7]). AFPR: average false positive rate

Study Patients Multiparametric MRI Dedicated Test Set Mean BM volume (mm) Median BM volume (mm) Sensitivity AFPR
Losch et al. [5] 490 no yes NA NA 0.83 7.7
Charron et al. [8] 182 yes yes 2400 500 0.93 7.8
Grøvik et al. [6] 156 yes no NA NA 0.83 8.3
Dikici et al. [7] 158 no no 159.6 50.4 0.9 9.12
Present paper 509 yes yes 1290 (train) 310 (train) 0.77–0.82 0.08–0.35
1920 (test) 470 (test)