MRIQC: Advancing the automatic prediction of image quality in MRI from unseen sites

Publishing date: 2017-09-25

Published on: PLOS ONE

summary: This paper presents the MRI Quality Control tool (MRIQC), a tool for extracting quality measures and fitting a binary (accept/exclude) classifier. The results show that the tool performs with high accuracy in intra-site prediction, but performance on unseen sites leaves space for improvement

authors: Oscar Esteban, Daniel Birman, Marie Schaer, Oluwasanmi O. Koyejo, Russell A. Poldrack, Krzysztof J. Gorgolewski

link to paper: 10.1371/journal.pone.0184661

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