How to cite this Dataset
Williams, Brendan, Hedger, Nicholas, McNabb, Carolyn and Rossetti, Gabriella (2023): Inter-rater reliability of functional MRI data quality control assessments dataset. University of Reading. Dataset. https://doi.org/10.17864/1947.000424
Description
This dataset contains rating information from four raters who reviewed the quality of functional magnetic resonance imaging (fMRI) datasets. These data were task-based and resting state fMRI data that were included in part of the fMRI Open QC Project [1], which aimed to showcase examples of QC practices across institutions and to foster discussions within the field.
Raters made quality control decisions based on output generated by the python package, pyfMRIqc [2], which generates user friendly reports to aid decision making on the quality of fMRI data. Raters classified data using one of the three following criteria: Include, Uncertain, Exclude, based on guidance provided by a protocol included in the publication. Raters also provided notes describing their decision making for uncertain or exclude cases. A summary of the majority decision of all four raters is also included in this dataset for each subject.
The reports generated by pyfMRIqc can be found externally on GitHub [3].
Resource Type: | Dataset |
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Creators: | Williams, Brendan ORCID: https://orcid.org/0000-0003-3844-3117, Hedger, Nicholas ORCID: https://orcid.org/0000-0002-2733-1913, McNabb, Carolyn ORCID: https://orcid.org/0000-0002-6434-5177 and Rossetti, Gabriella ORCID: https://orcid.org/0000-0002-9610-6066 |
Rights-holders: | University of Reading, Cardiff University |
Data Publisher: | University of Reading |
Publication Year: | 2023 |
Data last accessed: | 3 November 2024 |
DOI: | https://doi.org/10.17864/1947.000424 |
Metadata Record URL: | https://researchdata.reading.ac.uk/id/eprint/424 |
Organisational units: | Life Sciences > School of Psychology and Clinical Language Sciences Interdisciplinary Research Centres (IDRCs) > Centre for Integrative Neuroscience and Neurodynamics (CINN) |
Participating Organisations: | University of Reading, Cardiff University |
Keywords: | fMRI, quality control, inter-rater reliability |
Rights: | |
Data Availability: | OPEN |
Related resources
- [1] fMRI Open QC Project OSF Page (Website)
- [3] cinnqc GitHub Repository (Software)