Featured tool/resource
INI-32 Orbit CT Atlas
The INI-32 CT atlas of the orbit provides an alignment target and reference space for morphometric imaging studies of the eye and surrounding anatomy.
Featured tool/resource
Neurodesk
Neurodesk provides a containerised data analysis environment to facilitate reproducible analysis of neuroimaging data.
The Neurodesk platform includes a browser-accessible Linux desktop environment integrated into Jupyterlab, a cross-platform desktop client and a command line interface. These mediate access to the containerised Neurodesk software libraries from a variety of systems, including personal computers, cloud computing, high-performance computers, and computational notebooks.
To find out how to get started visit: https://www.neurodesk.org/
Featured tool/resource
EEG Deep Learning Library
EEG-DL is a Deep Learning (DL) library written by TensorFlow for EEG Tasks (Signals) Classification. The platform provides access to the most advanced deep learning algorithms, which are regularly updated to ensure their effectiveness.
Related Work:
1. A Novel Approach of Decoding EEG Four-class Motor Imagery Tasks via Scout ESI and CNN
Link: https://iopscience.iop.org/article/10.10...
2. GCNs-Net: A Graph Convolutional Neural Network Approach for Decoding Time-resolved EEG Motor Imagery Signals
Link: https://ieeexplore.ieee.org/document/988...
3. Deep Feature Mining via Attention-based BiLSTM-GCN for Human Motor Imagery Recognition
Link: https://www.frontiersin.org/articles/10....
4. Attention-based Graph ResNet for Motor Intent Detection from Raw EEG signals
Link: https://arxiv.org/abs/2007.13484
Featured tool/resource
FSL
FSL is a comprehensive library of image analysis and statistical tools for FMRI, MRI and DTI brain imaging data. FSL is written mainly by members of the Analysis Group, FMRIB, Oxford, UK.
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Community
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1000 Functional Connectomes Project
Actigraph Data Release Expected Date
61 posts, last post Nov 14
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CONN : functional connectivity toolbox
Running ICA separately for two conditions (network identification)
15160 posts, last post Nov 13
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11 posts, last post Nov 12