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Table 2 Represents the various research articles included in the study. It also explains the modality and number of subjects included in the research they conducted

From: A systematic review on machine learning and deep learning techniques in the effective diagnosis of Alzheimer’s disease

References

Database

Modality

No. of records

Total

AD

cMCI/PMCI

ncMCI/SMCI

NC

Zhang D et al. [3]

ADNI

MRI (T1 weighted), FDG-PET

38

50

88

Suk H et al. [4]

ADNI

fMRI TR2

12

25

37

Lu D et al. [6]

ADNI

MRI 1.5 T, FDG-PET

238

217

409

360

1224

Tong T et al. [7]

ADNI

MRI 1.5 T

198

167

238

231

834

Lee G et al. [9]

ADNI

MRI 1.5 T, CFS, Cog. Score

338

307

558

415

1618

Xiao Z et al. [10]

ADNI

MRI 1.5 T

54

542

58

654

Ortiz A et al. [12]

ADNI

MRI 1.5 T,FDG-PET

70

26

111

68

275

Subramoniam M et al.(a) [14]

Kaggle

MRI 1.5 T

960

2240

3200

6400

Subramoniam M et al.(b) [14]

Kaggle

MRI 1.5 T

960

2240

3200

6400

Yue L et al.(a) [23]

ADNI-1

MRI 1.5 T

335

542

785

1662

Yue L et al.(b) [23]

ADNI-2

MRI 3 T

366

1304

1583

1106

4359

Goryawala M et al. [24]

ADNI

MRI 1.5 T

55

91

114

125

385

Aderghal [25]

ADNI

MRI 1.5 T

188

399

228

815

Korolev (a) [26]

ADNI

MRI 1.5 T

50

43

77

61

231

Korolev (b) [26]

ADNI

MRI 1.5 T

50

43

77

61

231

Cheng and Liu [27]

ADNI

FDG-PET

93

146

100

339

Choi H et al. [28]

ADNI

FDG and AV-45 PET

139

79

92

182

492

Cheng and Liu [29]

ADNI

MRI 1.5 T, FDG-PET

93

100

193

Kumar N et al. [30]

OASIS

MRI 1.5 T

146

37

190

373

Ji h et al. [31]

ADNI

MRI 1.5 T

179

182

361

Battineni G et al. [32]

OASIS

MRI 1.5 T

146

37

190

373

Kumari R et al. [33]

OASIS-3

MRI 1.5 T

489

609

1098

Alickovic E et al. [34]

ADNI

MRI 1.5 T

72

195

267

Madiwalar S et al. [35]

OASIS

MRI 1.5 T

64

72

136

Pan D et al. [36]

ADNI

MRI 1.5 T

237

262

499

Alroobaea R et al. (a) [37]

ADNI

MRI 1.5 T

1731

2665

4396

Alroobaea R et al. (b) [37]

OASIS

MRI 1.5 T

146

37

190

373

Savita et al. [38]

OASIS

MRI 1.5 T

100

135

235

Li and Yang [39]

ADNI

MRI 1.5 T

260

300

560

Mehmood A et al. [40]

ADNI

MRI 1.5 T

75

85

160