Table 5 Open source datasets containing data of neurodegenerative disorders
Ref. | Dataset | Description |
|---|---|---|
[81] | ADNI | Alzheimer’s Disease Neuroimaging Initiative (ADNI) contains MRI data for detecting and tracking AD |
[85] | COBRE | The Center for Biomedical Research Excellence (COBRE) dataset includes MR data of 147 subject where 72 patients are suffering from schizophrenia |
[92] | fastMRI | It gives 1.5/3T MR data from 6,970 fully sampled brain data of axial T1/T2 and FLAIR images |
[87] | FBIRN | Function Biomedical Informatics Research Network (FBIRN) Phase 1 consists of 5 traveling healthy subjects (age: 20–29 years) each scanned with sMRI and fMRI on 10 different 1.5 to 4 T scanners, FBIRN Phase 2 (87 SZ and 85 HC, age: 18–70) and Phase 3 datasets (186 HC, 176 SZ, age: 18–62) consist of subjects with SZ or schizoaffective disorder along with HC scanned at multiple sites |
[91] | FITBIR | Along with the other Imaging datasets, the Federal Interagency Traumatic Brain Injury Research (FITBIR) includes the open source datasets for AD |
[93] | Kaggle | It contains mild-to-moderate dementia dataset which is 72 subsets data taken from Open Access Series of Imaging Studies (OASIS) dataset |
[94] | NAMIC | National Alliance for Medical Image Computing (NAMIC) provides Brain Mutlimodality datasets |
[89] | NTUA | It consists of MRI and DAT scan of those who are suffering from PD and also some NC |
[82] | OASIS | OASIS-3, OASIS-2 and OASIS-1 contain 373 MRI data of 150 subjects, 434 MRI data of 416 subjects and 2168 MRI data of 1098 subjects, respectively |
[95] | MIRIAD | The MIRIAD dataset contains volumetric MRI brain-scans of AD sufferers and HC elderly people. This database consists of 46 mild–moderate Alzheimer’s subjects and 23 controls |
[86] | Open fMRI | It contains 95 MRI datasets of 3372 subjects and can be used detect AD and PD |
[96] | PPMI | Parkinson’s Progression Markers Initiative (PPMI) database accommodates raw and processed MRI of parkinson’s progression data |