Table 14 Comparative Analysis metric of proposed model.

From: Revolutionizing healthcare: a comparative insight into deep learning’s role in medical imaging

 

Sarraf et al.210

Islam et al.209

Proposed

ND

VMD

MiD

MoD

ND

VMD

MiD

MoD

ND

VMD

MiD

MoD

Precision

0.88

0.75

0.62

0.32

0.80

0.44

0.27

0.50

0.96

0.98

0.67

0.55

Recall

0.95

0.50

0.70

0.51

0.90

0.33

0.60

0.50

0.96

0.36

0.86

0.51

F1-score

0.91

0.60

0.62

0.42

0.82

0.38

0.25

0.50

0.96

0.60

0.75

0.50

Support

72.0

6.00

7.00

2.00

73.0

6.00

6.00

2.00

78.0

7.00

7.00

2.00

  1. ND: Non Demented, VMD: Very mild Demented, MiD: Mild Demented, MoD: Moderate Demented.
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