ADNI

Alzheimer's Disease NeuroImaging Initiative

Dataset Information
Modalities
MRI
Languages
English
License
Unknown
Homepage

Overview

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

Variants: ADNI

Associated Benchmarks

This dataset is used in 3 benchmarks:

Recent Benchmark Submissions

Task Model Paper Date
Graph Classification NeuroPath NeuroPath: A Neural Pathway Transformer … 2024-09-26
Explainable Artificial Intelligence (XAI) AXIAL AXIAL: Attention-based eXplainability for Interpretable … 2024-07-02
Anomaly Detection Brainomaly Brainomaly: Unsupervised Neurologic Disease Detection … 2023-02-18

Research Papers

Recent papers with results on this dataset: