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Journal of Healthcare Engineering
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Journal of Healthcare Engineering
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2020
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Article
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Tab 6
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Research Article
Classification of Alzheimer’s Disease and Mild Cognitive Impairment Based on Cortical and Subcortical Features from MRI T1 Brain Images Utilizing Four Different Types of Datasets
Table 6
Comparison of recently published works.
AD vs. HC
Years
Approach
Dataset
ACC
SEN
SPEC
Classifier
2017
Tripathi et al. [
13
]
ADNI
85.98
75.55
90.30
RBF-SVM
2018
Nozadi and Kadoury [
15
]
ADNI
89.3
88.8
85.9
RBF-SVM
2018
Gupta et al. [
5
]
NRCD
99.34
98.14
100
Softmax
OASIS
98.40
93.75
100
2019
Proposed method
NRCD
97.37
98.18
95.24
RBF-SVM
NACC
95.24
100
83.33
ARWIBO
94.74
100
88.89
ADNI
91.57
81.82
100