Table 2.
An overview of the datasets and difficulties associated with classifying brain diseases.
| Dataset | Year | Techniques | Associated disease | Classification |
|---|---|---|---|---|
| ADNI-190 | 2004 | T1, T2, DWI and PT | Alzheimer’s | NC, MCI and AD |
| ADNI-291 | 2015 | T1, T2, DWI and PT | Alzheimer’s | NC, EMCI, LMCI and AD |
| ADNI-GO90 | 2009 | T1, T2, DWI and PT | Alzheimer’s | NC, MCI and AD |
| OASIS 192 and OASIS 293 | 2007,2009 | T1 | Alzheimer’s | NC and AD |
| OASIS 394 | 2019 | T1, T2, PT and MRI FLAIR | Alzheimer’s | NC, AD |
| TADPOLE95 | 2017 | T1, T2, DWI and PT | Alzheimer’s | NC, MCI, AD |
| PD De Novo96 | 2019 | T1 | Parkinson’s | NC and PD |
| SCA2 DTI97 | 2018 | T1 and DWI | Spinocerebellar ataxia type II | NC and SCA2 |
| MTOP98 | 2016 | T1 and DWI | Mild traumatic brain injury | Healthy, category I or category II |