Understanding the impact of preprocessing pipelines on neuroimaging cortical surface analyses

N Bhagwat, A Barry, EW Dickie, ST Brown… - …, 2021 - academic.oup.com
… age of large-scale, data-driven computational neuroscience. … pipelines on the Autism Brain
Imaging Data Exchange (… We use these 40 variations of preprocessed data with 4 types of …

Management and quality control of large neuroimaging datasets: developments from the Barcelonaβeta Brain Research Center

J Huguet, C Falcon, D Fusté, S Girona… - … in Neuroscience, 2021 - frontiersin.org
… resources focused on QC of neuroimaging data, automated or not, … open-access instances
is still hardly compatible with data … , user access, data processing, and sharing, thus covering …

[HTML][HTML] Large, open datasets for human connectomics research: Considerations for reproducible and responsible data use

AR Laird - NeuroImage, 2021 - Elsevier
… evolved into the International Data Sharing Initiative (INDI), … exciting open science resource
that includes preprocessed … as part of the NIH Blueprint for Neuroscience Research (https://…

[HTML][HTML] The open-access European Prevention of Alzheimer's Dementia (EPAD) MRI dataset and processing workflow

L Lorenzini, S Ingala, AM Wink, JPA Kuijer… - NeuroImage: Clinical, 2022 - Elsevier
… In recent years, data sharing in neuroimaging research … MRI (rs-fMRI) and diffusion MRI
(dMRI) preprocessing routines based on … assessment of patient eligibility and not preprocessed. …

A comparison of neuroelectrophysiology databases

P Subash, A Gray, M Boswell, SL Cohen, R Garner… - Scientific Data, 2023 - nature.com
… for large raw or preprocessed datasets. DABI chooses to … and preprocessing parameters
are designed for sharing with … improve neuroscience research by encouraging data sharing

10Kin1day: a bottom-up neuroimaging initiative

MP Van Den Heuvel, LH Scholtens… - … in neurology, 2019 - frontiersin.org
… the same challenges and sharing interests and specialized … DWI dataset, participants
preprocessed their data using the FSL … After preprocessing of the DWI data, in-house developed …

Functional neuroimaging in the new era of big data

X Li, N Guo, Q Li - Genomics, Proteomics and Bioinformatics, 2019 - academic.oup.com
… for a big data perspective on the neuroscience research. A series … , QC, and streamlined
preprocessing; the Holistic Atlases of … In the BRAIN initiative, it was also proposed that a deeper …

Data-driven network neuroscience: On data collection and benchmark

J Xu, Y Yang, D Huang… - … in Neural …, 2024 - proceedings.neurips.cc
… from the Alzheimer’s Disease Neuroimaging Initiative (ADNI) … , domain knowledge in
neuroimage preprocessing is required … , we have passed the preprocessed images over to our …

Common data elements, scalable data management infrastructure, and analytics workflows for large-scale neuroimaging studies

R Kuplicki, J Touthang, O Al Zoubi, A Mayeli… - Frontiers in …, 2021 - frontiersin.org
… multimodal datasets must be preprocessed and integrated to … to preprocess EEG data
acquired concurrently with fMRI, and … neuroscience studies also include large non-neuroimage

The evolution of Big Data in neuroscience and neurology

L Dipietro, P Gonzalez-Mego, C Ramos-Estebanez… - Journal of Big Data, 2023 - Springer
… This Big Data revolution is opening new avenues for developing innovative treatments for …
neurology initiatives commonly use large, highly heterogeneous datasets (eg, neuroimaging, …