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Table 4 Comparison of performance of the main methodologies presented in related works

From: Semivariogram and Semimadogram functions as descriptors for AMD diagnosis on SD-OCT topographic maps using Support Vector Machine

Work Volumes Acc Sen Spc AUROC
Liu et al. [4] 457 89.3% 0.975
Serrano et al. [7] 200 96.0% 92.0%
Albarrak et al. [8] 140 91.4% 92.4% 90.5% 0.944
Zhang et al. [10] 140 92.06% 91.82% 92.3%
Farsiu et al. [5] 384 0.991
Srinivasan et al. [9] 45 100%
Venhuizen et al. [11] 384 0.984
Wang et al. [12] 45 93.3% 0.995
Sun et al. [13] 45 100%
678 B-Scans 99.6%
Ravenscroft et al. [15] 75 83.3%
Fang et al. [16] 45 100% 100% 100% 1.00
54 92.2% 96.9% 95.4%
Karri et al. [17] 45 89.0%
Lee et al. [18] 100,000 B-scans 88.98% 85.41% 93.82% 0.938
Kermany et al. [19] 207,130 B-scans 99% 98% 99.2% 0.999
This work 383 95.2% 94.2% 97.5% 0.989