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. 2022 May 26;11(11):3013. doi: 10.3390/jcm11113013

Table 4.

Performance comparison with state-of-the-art methods using CXR images for COVID-19 detection.

Ref. Dataset #COVID-19
Images
ACC % AUC SN SP
Rahman et al.  [1] CIDR 260 89 - - -
Afshar et al.  [45] Unspecified N/A 95 0.970 0.90 0.95
Apostolopoulos et al.  [4] CIDR 450 87 - 0.97 0.99
Luz et al.  [40] CIDR 183 93 - 0.96 -
Ozturk et al.  [7] CIDR 125 87 - 0.85 0.92
Das et al.  [9] CIDR N/A 97 0.986 0.97 0.97
Wehbe et al.  [41] Multiple institutions 4253 83 0.900 0.71 0.92
ViT-B32 RSNA 7598 96 0.991 0.96 0.96