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We present the Amsterdam Open MRI Collection (AOMIC): three datasets with high-quality, multimodal (3T) MRI data including structural (T1-weighted), diffusion-weighted, resting-state, and task-based functional (BOLD) MRI scans, as well as detailed demographic and individual difference traits (including age, intelligence, and personality scores), from a large set of healthy participants (N = 933, N = 224, and N = 238. All data will be made freely available on the Openneuro data sharing platform. Raw data were anonymized and converted to a standardized format (BIDS) and underwent extensive (automated and manual) quality control. Additionally, the datasets include several derivatives, including quality control reports and metrics, preprocessed (anatomical and functional MRI) data, and preprocessed physiology data (cardiac and respiratory traces). Notably, task-based fMRI was collected during various robust paradigms (targeting cognitive conflict, emotion recognition, working memory, face perception, cognitive control, and response inhibition) for which extensively annotated event-files are available. In addition to the raw data, all code that was used to convert, transform, and (pre)process the data is available online.

The Amsterdam Open MRI Collection (AOMIC): A Collection of Publicly Available Population Imaging Datasets.