Table 6 Comparative results of AD MRI images with different models.

From: An integrated deep learning model for early and multi-class diagnosis of Alzheimer’s disease from MRI scans

Reference

Year

Approach

Accuracy (%)

Precision (%)

Recall (%)

F1-score (%)

Unde et al.22

2024

Mask R-CNN

97.46

Shobha et al.33

2024

SVM

94.49

77.42

94.49

81.08

Alqahtani et al.34

2023

ResNet- 50

94.36

94.34

94.36

94.35

Sharma et al.35

2022

Neural networks with VGG16

90.40

90.00

90.40

90.40

Rana et al.36

2023

InceptionV3-CNN

97.31

97.00

97.00

97.00

Proposed research

 

IDeepLabV3+-EResNext

98.12

99.25

98.25

98.75