Minimal specifications for non-human primate MRI: Challenges in standardizing and harmonizing data collection
| العنوان: | Minimal specifications for non-human primate MRI: Challenges in standardizing and harmonizing data collection |
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| المؤلفون: | Wim Vanduffel, Joonas A. Autio, Essa Yacoub, Caspar M. Schwiedrzik, Jan Zimmermann, Matthew F. Glasser, Qi Zhu, Damien A. Fair, Xiaolian Li, Takuya Hayashi, David C. Van Essen, Brian E. Russ, Ravi S. Menon |
| المصدر: | NeuroImage NeuroImage, Vol 236, Iss, Pp 118082-(2021) |
| سنة النشر: | 2021 |
| مصطلحات موضوعية: | Standardization, Multi-site, Computer science, Cognitive Neuroscience, PRIME-DE, MRI, Non-human primate, Neurosciences. Biological psychiatry. Neuropsychiatry, Neuroimaging, 050105 experimental psychology, Article, 03 medical and health sciences, 0302 clinical medicine, Data acquisition, Animals, 0501 psychology and cognitive sciences, Data collection, Non human primate, Echo-Planar Imaging, Functional Neuroimaging, 05 social sciences, Multi site, Brain, Reproducibility of Results, Data science, Macaca mulatta, Magnetic Resonance Imaging, humanities, Neurology, Quantitative Biology - Neurons and Cognition, FOS: Biological sciences, Neurons and Cognition (q-bio.NC), 030217 neurology & neurosurgery, RC321-571 |
| الوصف: | Recent methodological advances in MRI have enabled substantial growth in neuroimaging studies of non-human primates (NHPs), while open data-sharing through the PRIME-DE initiative has increased the availability of NHP MRI data and the need for robust multi-subject multi-center analyses. Streamlined acquisition and analysis protocols would accelerate and improve these efforts. However, consensus on minimal standards for data acquisition protocols and analysis pipelines for NHP imaging remains to be established, particularly for multi-center studies. Here, we draw parallels between NHP and human neuroimaging and provide minimal guidelines for harmonizing and standardizing data acquisition. We advocate robust translation of widely used open-access toolkits that are well established for analyzing human data. We also encourage the use of validated, automated pre-processing tools for analyzing NHP data sets. These guidelines aim to refine methodological and analytical strategies for small and large-scale NHP neuroimaging data. This will improve reproducibility of results, and accelerate the convergence between NHP and human neuroimaging strategies which will ultimately benefit fundamental and translational brain science. ispartof: NEUROIMAGE vol:236 ispartof: location:United States status: published |
| وصف الملف: | Print-Electronic |
| اللغة: | English |
| تدمد: | 1095-9572 1053-8119 |
| الوصول الحر: | https://explore.openaire.eu/search/publication?articleId=doi_dedup___::358a8d31a233baabed688945f14d84e1Test http://europepmc.org/articles/PMC8594288Test |
| حقوق: | OPEN |
| رقم الانضمام: | edsair.doi.dedup.....358a8d31a233baabed688945f14d84e1 |
| قاعدة البيانات: | OpenAIRE |
| تدمد: | 10959572 10538119 |
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