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. 2021 Feb 28;132:104296. doi: 10.1016/j.compbiomed.2021.104296

Table 2.

Gradual development by imposing the proposed network, examination of CNN and CNN + LSTM has shown separately. The margin of error is also specified at 95% confidence level.

Type
Model
Evaluating Parameter
Accuracy Sensitivity Specificity F1 Score
Linear DenseNet-201 0.575 ± 0.107 0.575 ± 0.107 0.878 ± 0.048 0.57 ± 0.130
Proposed CNN 0.700 ± 0.091 0.700 ± 0.091 0.908 ± 0.053 0.702 ± 0.123
Proposed CNN + LSTM 0.791 ± 0.058 0.791 ± 0.058 0.901 ± 0.034 0.786 ± 0.057
Convex DenseNet-201 0.535 ± 0.039 0.535 ± 0.039 0.662 ± 0.082 0.515 ± 0.076
Proposed CNN 0.610 ± 0.040 0.610 ± 0.040 0.756 ± 0.097 0.586 ± 0.035
Proposed CNN + LSTM 0.677 ± 0.032 0.677 ± 0.032 0.768 ± 0.140 0.666 ± 0.034