论文信息 - Neuroimaging results altered by varying analysis pipelines

Neuroimaging results altered by varying analysis pipelines

Seventy laboratories that analysed the same neuroimaging data each produced different results. This finding highlights the potential consequences of a lack of standardized pipelines for processing complex data. High variability in pipelines for neuroimaging analysis.

Martin Lindquist | M. Lindquist

[1] Lars Kai Hansen,et al. The Quantitative Evaluation of Functional Neuroimaging Experiments: The NPAIRS Data Analysis Framework , 2000, NeuroImage.

[2] Hervé Abdi,et al. Optimizing preprocessing and analysis pipelines for single‐subject fMRI. I. Standard temporal motion and physiological noise correction methods , 2012, Human brain mapping.

[3] Leif D. Nelson,et al. False-Positive Psychology , 2011, Psychological science.

[4] Joshua Carp,et al. On the Plurality of (Methodological) Worlds: Estimating the Analytic Flexibility of fMRI Experiments , 2012, Front. Neurosci..

[5] Joshua Carp,et al. The secret lives of experiments: Methods reporting in the fMRI literature , 2012, NeuroImage.

[6] Bradley C. Love,et al. Variability in the analysis of a single neuroimaging dataset by many teams , 2020, Nature.

[7] Luke J. Chang,et al. Building better biomarkers: brain models in translational neuroimaging , 2017, Nature Neuroscience.