fMRIPrep: a robust preprocessing pipeline for functional MRI

Keywords

PreprocessorComputer scienceWorkflowInterpretabilityPipeline (software)Data miningData pre-processingArtificial intelligenceInferenceSoftwareMachine learningPattern recognition (psychology)Programming languageDatabase

Affiliated Institutions

Related Publications

Processing strategies for time‐course data sets in functional mri of the human brain

Peter A. Bandettini , Andrzej Jesmanowicz , Eric C. Wong +1 more

Abstract Image processing strategies for functional magnetic resonance imaging (FMRI) data sets acquired using a gradient‐recalled echo‐planar imaging sequence are considered. T...

1993 Magnetic Resonance in Medicine 1782 citations

fastp: an ultra-fast all-in-one FASTQ preprocessor

Shifu Chen , Yanqing Zhou , Yaru Chen +1 more

Abstract Motivation Quality control and preprocessing of FASTQ files are essential to providing clean data for downstream analysis. Traditionally, a different tool is used for e...

2018 Bioinformatics 25069 citations

Functional connectivity in the motor cortex of resting human brain using echo‐planar mri

Bharat B. Biswal , F. Zerrin Yetkin , Victor M. Haughton +1 more

Abstract An MRI time course of 512 echo‐planar images (EPI) in resting human brain obtained every 250 ms reveals fluctuations in signal intensity in each pixel that have a physi...

1995 Magnetic Resonance in Medicine 9850 citations

Enhanced Detection of Focal Brain Responses Using Intersubject Averaging and Change-Distribution Analysis of Subtracted PET Images

Peter T. Fox , Mark A. Mintun , Eric M. Reiman +1 more

Intersubject averaging and change-distribution analysis of subtracted positron emission tomographic (PET) images were developed and tested. The purpose of these techniques is to...

1988 Journal of Cerebral Blood Flow & Meta... 499 citations

Spontaneous Low-Frequency Fluctuations in the BOLD Signal in Schizophrenic Patients: Anomalies in the Default Network

Robyn Bluhm , Jodi Miller , Ruth A. Lanius +6 more

Spontaneous low-frequency fluctuations in the blood oxygen level-dependent (BOLD) functional magnetic resonance imaging (MRI) signal have been shown to reflect neural synchrony ...

2007 Schizophrenia Bulletin 573 citations

Publication Info

Year: 2018
Type: article
Volume: 16
Issue: 1
Pages: 111-116
Citations: 3667
Access: Closed

External Links

View on DOI.org

Social Impact

Altmetric

fMRIPrep: a robust preprocessing pipeline for functional MRI

PlumX Metrics

Social media, news, blog, policy document mentions

Citation Metrics

3667

OpenAlex

Cite This

APA Style

                            
                                
                                    Oscar Estéban, 
                                
                                    Christopher J. Markiewicz, 
                                
                                    Ross Blair
                                
                                et al.
                            
                            (2018). 
                            fMRIPrep: a robust preprocessing pipeline for functional MRI. 
                            Nature Methods
                            , 16
                            (1)
                            , 111-116.
                            https://doi.org/10.1038/s41592-018-0235-4
                        

Identifiers

DOI: 10.1038/s41592-018-0235-4