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ADNI (Alzheimer's Disease NeuroImaging Initiative)
Alzheimer's Disease Neuroimaging Initiative (ADNI) is a multisite study that aims to improve clinical trials for the prevention and treatment of Alzheimer’s disease (AD).[1] This cooperative study combines expertise and funding from the private and public sector to study subjects with AD, as well as those who may develop AD and controls with no signs of cognitive impairment.[2] Researchers at 63 sites in the US and Canada track the progression of AD in the human brain with neuroimaging, biochemical, and genetic biological markers.[2][3] This knowledge helps to find better clinical trials for the prevention and treatment of AD. ADNI has made a global impact,[4] firstly by developing a set of standardized protocols to allow the comparison of results from multiple centers,[4] and secondly by its data-sharing policy which makes available all at the data without embargo to qualified researchers worldwide.[5] To date, over 1000 scientific publications have used ADNI data.[6] A number of other initiatives related to AD and other diseases have been designed and implemented using ADNI as a model.[4] ADNI has been running since 2004 and is currently funded until 2021.[7]
Source: Wikipedia, https://en.wikipedia.org/wiki/Alzheimer%27s_Disease_Neuroimaging_Initiative
Benchmarks archive 2025-07-28
All 5 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 | ||||
|---|---|---|---|---|---|---|
| Alzheimer's Disease Detection | ADNI | AXIAL Accuracy (5-fold) 85.6% | AXIAL: Attention-based eXplainability for Interpretable... | GabrieleLozupone/AXIAL | 1 | Compare |
| Anomaly Detection | ADNI | Brainomaly AUC 0.6550 | Brainomaly: Unsupervised Neurologic Disease Detection... | mahfuzmohammad/brainomaly | 1 | Compare |
| Explainable Artificial Intelligence (XAI) | ADNI | AXIAL AD-Related Brain Areas Identified hippocampus, amygdala, parahippocampal, inferior lateral ventricles | AXIAL: Attention-based eXplainability for Interpretable... | GabrieleLozupone/AXIAL | 1 | Compare |
| Graph Classification | ADNI | NeuroPath Accuracy 85.56 | NeuroPath: A Neural Pathway Transformer for Joining the... | Chrisa142857/neuro_detour | 1 | Compare |
| Stable MCI vs Progressive MCI | ADNI | AXIAL Accuracy (5-fold) 72.5% | AXIAL: Attention-based eXplainability for Interpretable... | GabrieleLozupone/AXIAL | 1 | Compare |
Papers archive 2025-07-28
3 shown of 3 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 28. 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 | |||
|---|---|---|---|---|
| NeuroPath: A Neural Pathway Transformer for Joining the Dots of Human Connectomes | 1 | 1 | 26 Sep 2024 | ran 2 of 3 samples (1 unverified; 3 pointer-only for licence) |
| AXIAL: Attention-based eXplainability for Interpretable Alzheimer's Localized Diagnosis using 2D CNNs on 3D MRI brain scans | 1 | 3 | 2 Jul 2024 | not harvested |
| Brainomaly: Unsupervised Neurologic Disease Detection Utilizing Unannotated T1-weighted Brain MR Images | 1 | 1 | 18 Feb 2023 | not harvested |
Dataset loaders archive 2025-07-28
No loader listed in the archive.
Tasks archive 2025-07-28
License archive 2025-07-28
No licence recorded in the archive. Absence here is not a statement about the dataset's terms.
Modalities archive 2025-07-28
Languages archive 2025-07-28
Variants archive 2025-07-28
- ADNI
1 variant name, as the archive lists them.
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