Litcius/Paper detail

The informatics of ADNI

Arthur W. Toga, Scott Neu, Sidney Taiko Sheehan, Karen Crawford, for the Alzheimer's Disease Neuroimaging Initiative

2024Alzheimer s & Dementia15 citationsDOIOpen Access PDF

Abstract

The Alzheimer's Disease Neuroimaging Initiative (ADNI) has revolutionized the landscape of Alzheimer's research through its Informatics Core, which has facilitated unprecedented data standardization and sharing. Over 20 years, ADNI established a robust informatics framework, enabling the validation of biomarkers and supporting global research efforts. The Informatics Core, centered at the Laboratory of Neuro Imaging (LONI), provides a comprehensive data hub that ensures data quality, accessibility, and security, fostering over 5600 publications and significant scientific advancements. By embracing open data sharing principles, ADNI set a gold standard in data transparency, allowing over 26,000 investigators from 169 countries to access and download a wealth of multimodal data. This collaborative approach not only accelerated biomarker discovery and drug development and advanced our understanding of Alzheimer's disease but also has served as a model for other research initiatives, demonstrating the transformative potential of carefully designed informatics models and shared data in driving global scientific progress. HIGHLIGHTS: Accelerating biomarker discovery and drug development for Alzheimer's disease. Alzheimer's Disease Neuroimaging Initiative's (ADNI's) open data sharing drives scientific progress. Data exploration and coupled analytics to data archives.

Topics & Concepts

Data sharingInformaticsComputer scienceData scienceStandardizationAlzheimer's Disease Neuroimaging InitiativeHealth informatics toolsData discoveryBig dataDiseaseMetadataAlzheimer's diseaseMedicineData miningEngineeringWorld Wide WebOperating systemElectrical engineeringPathologyAlternative medicineHealth, Environment, Cognitive AgingDementia and Cognitive Impairment ResearchFunctional Brain Connectivity Studies