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. 2022 Feb 11;34(3):101898. doi: 10.1016/j.jksus.2022.101898

Table 5A.

Performance analysis (in %) for discrimination step of the proposed dual-step diagnostic system using the ConvLSTM DLM resulting in delineation of images as Normal or Abnormal.

Category Sensitivity Specificity TP TN Accuracy F1 Score MCC Testing Time (s)
Original images 98.9 99.1 98.9 99.1 99.0 98.9 98.0 5.9
AWGN images 96.5 97.3 96.9 96.8 96.9 96.7 93.8 6.1
Blurred images 96.4 99.7 99.8 94.4 97.7 98.1 95.2 5.7
S&P noisy images 99.8 93.2 94.3 99.7 96.7 96.9 93.8 5.8
Denoised images 99.8 93.4 93.5 99.8 96.5 96.5 93.2 6.2