Table 5 Comparative analysis of proposed work with the state of Art models.

From: Deep learning based classification of tibio-femoral knee osteoarthritis from lateral view knee joint X-ray images

Author works form literature survey

Knee joint

X-ray view

Classification

Accuracy

Mahrukh et al.19

AP view

97.1%

Subramaniam et al.20

AP view

90.0%

Navale et al.21

AP view

80.0%

Antony et al.22

AP view

63.6%

Tiulpin et al.23

AP view

66.7%

Suresha et al.24

AP view

67.1%

Mengko et al.25

AP view

92.4%

Liu et al.26

AP view

74.3%

Sameh et al.27

AP view

95.9%

Schiratti et al.28

AP view

65%

Wang et al.29

AP view

69.18%

Kondal et al.30

AP view

87%

Kokkotis et al.31

AP view

73.55%

Tolpadi et al.32

AP view

61%

Chen et al.33

AP view

69.7%

Abdullah et al.34

AP view

98.9%

Proposed work

AP view

98.507%

Proposed work

Lateral view

92.42%