Description
Human neuroimaging technologies such as MRI, MEG, EEG, and fNIRS are vital for advancing cognitive neuroscience and medical diagnostics. However, the human neuroimaging field faces reproducibility challenges due to intransparent research practices and a lack of standardized data processing and reporting. Data sharing across disciplines and countries can enhance efficiency, address reproducibility issues, increase transparency, and accelerate new developments, including AI applications. Therefore, funding agencies and publishers increasingly mandate data sharing and repositories are being established at both national and EU levels. However, despite broad consensus on data sharing benefits for the field, neuroimaging researchers exhibit reluctance to share data due to unclear individual benefit, missing or unknown standards, and uncertainties regarding data privacy regulations. When data are shared, they are often of limited use due to insufficient quality assessment/control, missing or idiosyncratic metadata, or poor documentation of preprocessing.
This COST Action aims to overcome key challenges in efficiently sharing human neuroimaging data. Our consortium includes experts in different neuroimaging modalities that are linked to major open neuroimaging initiatives and experienced in the development of data and metadata standards (such as BIDS), open software tools, data privacy regulations, and in maintaining large data repositories. With this expertise, we are well-positioned to incubate and lead impactful networking activities across the EU and beyond, establishing standards, guidelines, tools, and training. Through these efforts, we will improve data sharing practices, ensuring neuroimaging data is findable, accessible, interoperable, reusable, and ethically compliant, promoting more robust, reproducible, and economically efficient field of human neuroimaging.
Action keywords
Neuroimaging - Data Sharing - Open Science - Data Engineering - Privacy protection
Management Committee
Country | MC Member |
---|---|
France | |
Poland | |
Türkiye | |
Türkiye |
Main Contacts
Action Contacts
COST Staff
Working Groups
Number | Title | Leader |
---|---|---|
1 | Quality assessment (QA) and quality control (QC) | TBA |
2 | Metadata | TBA |
3 | Automated Preprocessing Pipelines | TBA |
4 | Ethics, practices, and regulations | TBA |
5 | Dissemination and Communication | TBA |
Express your interest to join any of the working groups by applying below.
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