Export of MRIQC Web-API IQMs and Ratings
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
Collection
Stanford Research Data
View other items in this collection in SearchWorksContact information
- Contact
- rosswilsonblair@gmail.com
Also listed in
Loading usage metrics...