Author

Céline Provins

Centre Hospitalier Universitaire VaudoisORCID 0000-0002-1668-9629Unclaimed ORCID profile · follow to get notified of new preprints

Biology Disciplines

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Bioinformatics· 1 Neuroscience· 1

Signature Assays, Organisms & Methods

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Research Focus:benchmarking· 2 Organism:human· 2 Approach:statistical model· 2 Assay:imaging· 1

Frequent Co-Authors

Oscar EstébaniD· 2 shared Russell Alan PoldrackiD· 2 shared Ariel RokemiD· 1 shared Eilidh MacNicoliD· 1 shared Elda Fischi-GómeziD· 1 shared Élodie SavaryiD· 1 shared Emeline MullieriD· 1 shared Jaime BarrancoiD· 1 shared

Activity by Year

2024-2026 · peak 1/yr

Co-Author Collaboration Network

10 top collaborators · 29 mutual co-author links

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2 shared papersNeuroscience

Oscar EstébanORCID

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2 papers

Recent·Most cited

Quality assessment and control of unprocessed anatomical, functional, and diffusion MRI of the human brain using MRIQC

McKenzie Paige Hagen, Céline Provins, Eilidh MacNicol, Jamie K. Li, Teresa Gomez, Mélanie Garcia, Saren H. Seeley, Jon Haitz Legarreta, Martin Nørgaard, Patrick G. Bissett, Russell Alan Poldrack, Ariel Rokem, Oscar Estéban

The paper introduces a protocol for assessing and controlling MRI data quality using MRIQC software, focusing on anatomical, functional, and diffusion MRI scans of the human brain.

Nature Protocols · May 11, 2026Peer-reviewedNeuroscience

Defacing biases visual quality assessments of structural MRI

Céline Provins, Élodie Savary, Thomas Sanchez, Emeline Mullier, Jaime Barranco, Elda Fischi-Gómez, Yasser Alemán‐Gómez, Jonas Richiardi, Russell Alan Poldrack, Patric Hagmann, Oscar Estéban

This study assesses how defacing structural MRI images affects quality assessments by humans and automated tools, finding significant human bias and minimal impact on MRIQC metrics.

bioRxiv · Oct 11, 2024 · PreprintBioinformatics