Datasets › PPMI
PPMI (Parkinson’s Progression Markers Initiative)
The Parkinson’s Progression Markers Initiative (PPMI) dataset originates from an observational clinical and longitudinal study comprising evaluations of people with Parkinson’s disease (PD), those people with high risk, and those who are healthy.
Source: Time-Guided High-Order Attention Model of Longitudinal Heterogeneous Healthcare Data Image Source: https://www.ppmi-info.org/2013/08/imaging-inventory-whats-in-the-ppmi-database-2/
Benchmarks archive 2025-07-28
All 3 leaderboards whose dataset resolves to this page shown (sort by any header). "First row" is the archive's own first row at snapshot, in the archive's row order; nothing here re-ranks and metric direction is not asserted.
| First row (archive order) | Paper | Code | ||||
|---|---|---|---|---|---|---|
| Diffeomorphic Medical Image Registration | OASIS+ADIBE+ADHD200+MCIC+PPMI+HABS+HarvardGSP | NiftyReg (CC) Dice (Average) 0.755 | — | — | 6 | Compare |
| Medical Image Registration | OASIS+ADIBE+ADHD200+MCIC+PPMI+HABS+HarvardGSP | VoxelMorph Dice Score 76.3 | VoxelMorph: A Learning Framework for Deformable Medical... | voxelmorph/voxelmorph +8 | 1 | Compare |
| Reconstruction | PPMI | NPP (Ours) runtime (s) 2.94 | Neural Pre-Processing: A Learning Framework for... | novestars/neural-pre-processing | 1 | Compare |
Papers archive 2025-07-28
4 shown of 4 papers with a leaderboard row on this dataset's benchmarks, newest first. The archive's own "papers using this dataset" list was never published, so this is the benchmark-backed subset; the archive's count for this dataset is 87. The Syntology column is from Syntology's graph (read 2026-09-24), stated per sample; it is not part of any archive number.
| Date | Samples run Syntology | |||
|---|---|---|---|---|
| Neural Pre-Processing: A Learning Framework for End-to-end Brain MRI Pre-processing | 1 | 1 | 21 Mar 2023 | not harvested |
| Unsupervised Learning of Probabilistic Diffeomorphic Registration for Images and Surfaces | 2 | 1 | 8 Mar 2019 | not harvested |
| VoxelMorph: A Learning Framework for Deformable Medical Image Registration | 9 | 3 | 14 Sep 2018 | not harvested |
| Symmetric diffeomorphic image registration with cross-correlation: evaluating automated labeling of elderly and neurodegenerative brain | 1 | 1 | 1 Feb 2008 | not harvested |
Dataset loaders archive 2025-07-28
No loader listed in the archive.
Tasks archive 2025-07-28
License archive 2025-07-28
Modalities archive 2025-07-28
Languages archive 2025-07-28
Variants archive 2025-07-28
- OASIS+ADIBE+ADHD200+MCIC+PPMI+HABS+HarvardGSP
- PPMI
2 variant names, as the archive lists them.
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