Export of MRIQC​ ​ Web-API IQMs and Ratings

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Abstract/Contents

Abstract
The MRIQC Web-API is a resource for scientists to train new automatic quality classifiers. The MRIQC Web-API has collected more than 30K sets of image quality measures automatically extracted from BOLD and T1-weighted scans using MRIQC. MRIQC is an automated MRI Quality Control tool, and here we present an extension to crowdsource these quality metrics along with anonymized metadata and manual quality ratings. This new resource will allow a better understanding of the normative values and distributions of these quality metrics, help determine the relationships between image quality and metadata such as acquisition parameters and finally, provide a cost-effective, easy way to annotate the quality of a large number of cross-site MR scans.

Description

Type of resource Dataset, text
Date modified December 5, 2022
Publication date May 31, 2022

Creators/Contributors

Programmer Blair, Ross

Subjects

Subject Magnetic resonance imaging
Genre Data
Genre Database
Genre Tabular data
Genre Data sets
Genre Dataset
Genre Databases
Genre Tables (data)

Bibliographic information

Related item
DOI https://doi.org/10.25740/cx823hr1377
Location https://purl.stanford.edu/cx823hr1377

Access conditions

Use and reproduction
User agrees that, where applicable, content will not be used to identify or to otherwise infringe the privacy or confidentiality rights of individuals. Content distributed via the Stanford Digital Repository may be subject to additional license and use restrictions applied by the depositor.
License
This work is licensed under a Creative Commons Attribution 4.0 International license (CC BY).

Preferred citation

Preferred citation
Blair, R. (2022). Export of MRIQC​ ​ Web-API IQMs and Ratings. Stanford Digital Repository. Available at https://purl.stanford.edu/cx823hr1377

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