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 |