diff --git a/index.html b/index.html index 6df92c2..df55383 100644 --- a/index.html +++ b/index.html @@ -44,7 +44,7 @@ Brainhack Global 2023!

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The Brainhack Global team built up a set of resources for you to help you organize your local Brainhack including guidelines, checklists, template forms, press release materials and more.

RESOURCES

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Meet the Team

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Christopher Nolan

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Johanna Bayer

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Kelly Garner

Outreach and DEI

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Stephanie Noble

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Johanna Bayer

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Rémi Gau

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Contact

Feel free to reach out through the form or by email at brainhackorg@gmail.com +

Meet the Team

The more, the merrier!

If you would like to volunteer, contact us!

Admin

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Johanna Bayer

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Kelly Garner

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Christopher Nolan

Outreach and DEI

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Valentina Borghesani

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Stephanie Noble

Website

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Johanna Bayer

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Rémi Gau

Our awesome partners

Contact

Feel free to reach out through the form or by email at brainhackorg@gmail.com .

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Montrealhttps://www.brainhack.org/global2023/events/brainhack_montreal/Fri, 08 Dec 2023 00:00:00 +0000https://www.brainhack.org/global2023/events/brainhack_montreal/Brainhack Luccahttps://www.brainhack.org/global2023/events/brainhack_lucca/Mon, 04 Dec 2023 00:00:00 +0000https://www.brainhack.org/global2023/events/brainhack_lucca/Brainhack Marseillehttps://www.brainhack.org/global2023/events/brainhack_marseille/Mon, 04 Dec 2023 00:00:00 +0000https://www.brainhack.org/global2023/events/brainhack_marseille/Brainhack Physiopyhttps://www.brainhack.org/global2023/events/brainhack_physiopy/Mon, 04 Dec 2023 00:00:00 +0000https://www.brainhack.org/global2023/events/brainhack_physiopy/Brainhack Viennahttps://www.brainhack.org/global2023/events/brainhack_vienna/Mon, 04 Dec 2023 00:00:00 +0000https://www.brainhack.org/global2023/events/brainhack_vienna/Open Science Days Marburghttps://www.brainhack.org/global2023/events/open_science_days_marburg/Mon, 04 Dec 2023 00:00:00 +0000https://www.brainhack.org/global2023/events/open_science_days_marburg/Brainhack Australasiahttps://www.brainhack.org/global2023/events/brainhack_australasia/Wed, 22 Nov 2023 00:00:00 +0000https://www.brainhack.org/global2023/events/brainhack_australasia/Brainhack Donostiahttps://www.brainhack.org/global2023/events/brainhack_donostia/Wed, 22 Nov 2023 00:00:00 +0000https://www.brainhack.org/global2023/events/brainhack_donostia/Brainhack Westernhttps://www.brainhack.org/global2023/events/brainhack_western/Wed, 01 Nov 2023 00:00:00 +0000https://www.brainhack.org/global2023/events/brainhack_western/Brainhack Zagrebhttps://www.brainhack.org/global2023/events/brainhack_zagreb/Sat, 21 Oct 2023 00:00:00 +0000https://www.brainhack.org/global2023/events/brainhack_zagreb/<link>https://www.brainhack.org/global2023/code-of-conduct/</link><pubDate>Mon, 01 Jan 0001 00:00:00 +0000</pubDate><guid>https://www.brainhack.org/global2023/code-of-conduct/</guid><description/></item><item><title/><link>https://www.brainhack.org/global2023/faq/</link><pubDate>Mon, 01 Jan 0001 00:00:00 +0000</pubDate><guid>https://www.brainhack.org/global2023/faq/</guid><description/></item><item><title/><link>https://www.brainhack.org/global2023/gallery/</link><pubDate>Mon, 01 Jan 0001 00:00:00 +0000</pubDate><guid>https://www.brainhack.org/global2023/gallery/</guid><description/></item><item><title/><link>https://www.brainhack.org/global2023/projects/</link><pubDate>Mon, 01 Jan 0001 00:00:00 +0000</pubDate><guid>https://www.brainhack.org/global2023/projects/</guid><description/></item><item><title>behapy: A behavioural neuroscience analysis package for Pythonhttps://www.brainhack.org/global2023/project/project_63/Mon, 01 Jan 0001 00:00:00 +0000https://www.brainhack.org/global2023/project/project_63/Clustintime: a toolbox for spatio-temporal clustering of fMRI datahttps://www.brainhack.org/global2023/project/project_30/Mon, 01 Jan 0001 00:00:00 +0000https://www.brainhack.org/global2023/project/project_30/Launchcontainers: A Python tool for launching containerized analysis on HPChttps://www.brainhack.org/global2023/project/project_44/Mon, 01 Jan 0001 00:00:00 +0000https://www.brainhack.org/global2023/project/project_44/NARPS Open Pipelines - A codebase to study variability of fMRI analysis workflowshttps://www.brainhack.org/global2023/project/project_67/Mon, 01 Jan 0001 00:00:00 +0000https://www.brainhack.org/global2023/project/project_67/phys2CVR: a BIDS-compliant python toolbox to compute cerebrovascular reacitvity mappinghttps://www.brainhack.org/global2023/project/project_33/Mon, 01 Jan 0001 00:00:00 +0000https://www.brainhack.org/global2023/project/project_33/Psy2R: Developing an R package for better inference in multivariate statistical analysishttps://www.brainhack.org/global2023/project/project_60/Mon, 01 Jan 0001 00:00:00 +0000https://www.brainhack.org/global2023/project/project_60/surname namehttps://www.brainhack.org/global2023/author/surname-name/Mon, 01 Jan 0001 00:00:00 +0000https://www.brainhack.org/global2023/author/surname-name/Tedana: TE-dependent analysishttps://www.brainhack.org/global2023/project/project_31/Mon, 01 Jan 0001 00:00:00 +0000https://www.brainhack.org/global2023/project/project_31/The evolution of Nipype into Pydrahttps://www.brainhack.org/global2023/project/project_61/Mon, 01 Jan 0001 00:00:00 +0000https://www.brainhack.org/global2023/project/project_61/ \ No newline at end of file +Brainhack Global 2023https://www.brainhack.org/global2023/Brainhack Global 2023Wowchemy (https://wowchemy.com)en-us© Brainhack Global 2023Thu, 18 Jan 2024 00:00:00 +0000https://www.brainhack.org/global2023/images/icon_hu405768a2e56dba1817ce36477148a60d_2978_512x512_fill_lanczos_center_3.pngBrainhack Global 2023https://www.brainhack.org/global2023/BrainHack Vanderbilthttps://www.brainhack.org/global2023/events/brainhack_vanderbilt/Thu, 18 Jan 2024 00:00:00 +0000https://www.brainhack.org/global2023/events/brainhack_vanderbilt/BrainHack Torontohttps://www.brainhack.org/global2023/events/brainhack_toronto/Thu, 14 Dec 2023 00:00:00 +0000https://www.brainhack.org/global2023/events/brainhack_toronto/Brainhack Bostonhttps://www.brainhack.org/global2023/events/brainhack_boston/Mon, 11 Dec 2023 00:00:00 +0000https://www.brainhack.org/global2023/events/brainhack_boston/Brainhack Montrealhttps://www.brainhack.org/global2023/events/brainhack_montreal/Fri, 08 Dec 2023 00:00:00 +0000https://www.brainhack.org/global2023/events/brainhack_montreal/Brainhack Luccahttps://www.brainhack.org/global2023/events/brainhack_lucca/Mon, 04 Dec 2023 00:00:00 +0000https://www.brainhack.org/global2023/events/brainhack_lucca/Brainhack Marseillehttps://www.brainhack.org/global2023/events/brainhack_marseille/Mon, 04 Dec 2023 00:00:00 +0000https://www.brainhack.org/global2023/events/brainhack_marseille/Brainhack Physiopyhttps://www.brainhack.org/global2023/events/brainhack_physiopy/Mon, 04 Dec 2023 00:00:00 +0000https://www.brainhack.org/global2023/events/brainhack_physiopy/Brainhack Viennahttps://www.brainhack.org/global2023/events/brainhack_vienna/Mon, 04 Dec 2023 00:00:00 +0000https://www.brainhack.org/global2023/events/brainhack_vienna/Open Science Days Marburghttps://www.brainhack.org/global2023/events/open_science_days_marburg/Mon, 04 Dec 2023 00:00:00 +0000https://www.brainhack.org/global2023/events/open_science_days_marburg/Brainhack Australasiahttps://www.brainhack.org/global2023/events/brainhack_australasia/Wed, 22 Nov 2023 00:00:00 +0000https://www.brainhack.org/global2023/events/brainhack_australasia/Brainhack Donostiahttps://www.brainhack.org/global2023/events/brainhack_donostia/Wed, 22 Nov 2023 00:00:00 +0000https://www.brainhack.org/global2023/events/brainhack_donostia/Brainhack Westernhttps://www.brainhack.org/global2023/events/brainhack_western/Wed, 01 Nov 2023 00:00:00 +0000https://www.brainhack.org/global2023/events/brainhack_western/Brainhack Zagrebhttps://www.brainhack.org/global2023/events/brainhack_zagreb/Sat, 21 Oct 2023 00:00:00 +0000https://www.brainhack.org/global2023/events/brainhack_zagreb/<link>https://www.brainhack.org/global2023/code-of-conduct/</link><pubDate>Mon, 01 Jan 0001 00:00:00 +0000</pubDate><guid>https://www.brainhack.org/global2023/code-of-conduct/</guid><description/></item><item><title/><link>https://www.brainhack.org/global2023/faq/</link><pubDate>Mon, 01 Jan 0001 00:00:00 +0000</pubDate><guid>https://www.brainhack.org/global2023/faq/</guid><description/></item><item><title/><link>https://www.brainhack.org/global2023/gallery/</link><pubDate>Mon, 01 Jan 0001 00:00:00 +0000</pubDate><guid>https://www.brainhack.org/global2023/gallery/</guid><description/></item><item><title/><link>https://www.brainhack.org/global2023/projects/</link><pubDate>Mon, 01 Jan 0001 00:00:00 +0000</pubDate><guid>https://www.brainhack.org/global2023/projects/</guid><description/></item><item><title>behapy: A behavioural neuroscience analysis package for Pythonhttps://www.brainhack.org/global2023/project/project_63/Mon, 01 Jan 0001 00:00:00 +0000https://www.brainhack.org/global2023/project/project_63/Clustintime: a toolbox for spatio-temporal clustering of fMRI datahttps://www.brainhack.org/global2023/project/project_30/Mon, 01 Jan 0001 00:00:00 +0000https://www.brainhack.org/global2023/project/project_30/Launchcontainers: A Python tool for launching containerized analysis on HPChttps://www.brainhack.org/global2023/project/project_44/Mon, 01 Jan 0001 00:00:00 +0000https://www.brainhack.org/global2023/project/project_44/NARPS Open Pipelines - A codebase to study variability of fMRI analysis workflowshttps://www.brainhack.org/global2023/project/project_67/Mon, 01 Jan 0001 00:00:00 +0000https://www.brainhack.org/global2023/project/project_67/phys2CVR: a BIDS-compliant python toolbox to compute cerebrovascular reacitvity mappinghttps://www.brainhack.org/global2023/project/project_33/Mon, 01 Jan 0001 00:00:00 +0000https://www.brainhack.org/global2023/project/project_33/Psy2R: Developing an R package for better inference in multivariate statistical analysishttps://www.brainhack.org/global2023/project/project_60/Mon, 01 Jan 0001 00:00:00 +0000https://www.brainhack.org/global2023/project/project_60/surname namehttps://www.brainhack.org/global2023/author/surname-name/Mon, 01 Jan 0001 00:00:00 +0000https://www.brainhack.org/global2023/author/surname-name/Tedana: TE-dependent analysishttps://www.brainhack.org/global2023/project/project_31/Mon, 01 Jan 0001 00:00:00 +0000https://www.brainhack.org/global2023/project/project_31/The evolution of Nipype into Pydrahttps://www.brainhack.org/global2023/project/project_61/Mon, 01 Jan 0001 00:00:00 +0000https://www.brainhack.org/global2023/project/project_61/The TAPAS PhysIO Toolbox for Physiological Noise Modeling in fMRIhttps://www.brainhack.org/global2023/project/project_71/Mon, 01 Jan 0001 00:00:00 +0000https://www.brainhack.org/global2023/project/project_71/ \ No newline at end of file diff --git a/project/index.html b/project/index.html index 2ce80eb..9bffe38 100644 --- a/project/index.html +++ b/project/index.html @@ -1,6 +1,6 @@ Projects | Brainhack Global 2023

Projects

+

Projects

diff --git a/project/index.xml b/project/index.xml index c9b1eb6..c7e09b9 100644 --- a/project/index.xml +++ b/project/index.xml @@ -1 +1 @@ -Projects | Brainhack Global 2023https://www.brainhack.org/global2023/project/ProjectsWowchemy (https://wowchemy.com)en-us© Brainhack Global 2023https://www.brainhack.org/global2023/images/icon_hu405768a2e56dba1817ce36477148a60d_2978_512x512_fill_lanczos_center_3.pngProjectshttps://www.brainhack.org/global2023/project/behapy: A behavioural neuroscience analysis package for Pythonhttps://www.brainhack.org/global2023/project/project_63/Mon, 01 Jan 0001 00:00:00 +0000https://www.brainhack.org/global2023/project/project_63/Clustintime: a toolbox for spatio-temporal clustering of fMRI datahttps://www.brainhack.org/global2023/project/project_30/Mon, 01 Jan 0001 00:00:00 +0000https://www.brainhack.org/global2023/project/project_30/Launchcontainers: A Python tool for launching containerized analysis on HPChttps://www.brainhack.org/global2023/project/project_44/Mon, 01 Jan 0001 00:00:00 +0000https://www.brainhack.org/global2023/project/project_44/NARPS Open Pipelines - A codebase to study variability of fMRI analysis workflowshttps://www.brainhack.org/global2023/project/project_67/Mon, 01 Jan 0001 00:00:00 +0000https://www.brainhack.org/global2023/project/project_67/phys2CVR: a BIDS-compliant python toolbox to compute cerebrovascular reacitvity mappinghttps://www.brainhack.org/global2023/project/project_33/Mon, 01 Jan 0001 00:00:00 +0000https://www.brainhack.org/global2023/project/project_33/Psy2R: Developing an R package for better inference in multivariate statistical analysishttps://www.brainhack.org/global2023/project/project_60/Mon, 01 Jan 0001 00:00:00 +0000https://www.brainhack.org/global2023/project/project_60/Tedana: TE-dependent analysishttps://www.brainhack.org/global2023/project/project_31/Mon, 01 Jan 0001 00:00:00 +0000https://www.brainhack.org/global2023/project/project_31/The evolution of Nipype into Pydrahttps://www.brainhack.org/global2023/project/project_61/Mon, 01 Jan 0001 00:00:00 +0000https://www.brainhack.org/global2023/project/project_61/ \ No newline at end of file +Projects | Brainhack Global 2023https://www.brainhack.org/global2023/project/ProjectsWowchemy (https://wowchemy.com)en-us© Brainhack Global 2023https://www.brainhack.org/global2023/images/icon_hu405768a2e56dba1817ce36477148a60d_2978_512x512_fill_lanczos_center_3.pngProjectshttps://www.brainhack.org/global2023/project/behapy: A behavioural neuroscience analysis package for Pythonhttps://www.brainhack.org/global2023/project/project_63/Mon, 01 Jan 0001 00:00:00 +0000https://www.brainhack.org/global2023/project/project_63/Clustintime: a toolbox for spatio-temporal clustering of fMRI datahttps://www.brainhack.org/global2023/project/project_30/Mon, 01 Jan 0001 00:00:00 +0000https://www.brainhack.org/global2023/project/project_30/Launchcontainers: A Python tool for launching containerized analysis on HPChttps://www.brainhack.org/global2023/project/project_44/Mon, 01 Jan 0001 00:00:00 +0000https://www.brainhack.org/global2023/project/project_44/NARPS Open Pipelines - A codebase to study variability of fMRI analysis workflowshttps://www.brainhack.org/global2023/project/project_67/Mon, 01 Jan 0001 00:00:00 +0000https://www.brainhack.org/global2023/project/project_67/phys2CVR: a BIDS-compliant python toolbox to compute cerebrovascular reacitvity mappinghttps://www.brainhack.org/global2023/project/project_33/Mon, 01 Jan 0001 00:00:00 +0000https://www.brainhack.org/global2023/project/project_33/Psy2R: Developing an R package for better inference in multivariate statistical analysishttps://www.brainhack.org/global2023/project/project_60/Mon, 01 Jan 0001 00:00:00 +0000https://www.brainhack.org/global2023/project/project_60/Tedana: TE-dependent analysishttps://www.brainhack.org/global2023/project/project_31/Mon, 01 Jan 0001 00:00:00 +0000https://www.brainhack.org/global2023/project/project_31/The evolution of Nipype into Pydrahttps://www.brainhack.org/global2023/project/project_61/Mon, 01 Jan 0001 00:00:00 +0000https://www.brainhack.org/global2023/project/project_61/The TAPAS PhysIO Toolbox for Physiological Noise Modeling in fMRIhttps://www.brainhack.org/global2023/project/project_71/Mon, 01 Jan 0001 00:00:00 +0000https://www.brainhack.org/global2023/project/project_71/ \ No newline at end of file diff --git a/project/project_71/index.html b/project/project_71/index.html new file mode 100644 index 0000000..15a9817 --- /dev/null +++ b/project/project_71/index.html @@ -0,0 +1,35 @@ + +The TAPAS PhysIO Toolbox for Physiological Noise Modeling in fMRI | Brainhack Global 2023

The TAPAS PhysIO Toolbox for Physiological Noise Modeling in fMRI

Title

The TAPAS PhysIO Toolbox for Physiological Noise Modeling in fMRI

Leaders

  • Lars Kasper @mrikasper
  • Johanna Bayer @likeajumprope

Collaborators

  • Joram Soch @JoramSoch (for MACS integration)

Brainhack Global 2023 Event

BrainHack Toronto

Project Description

TL;DR: Watch the videos on PhysIO +and MACS +to learn about these 2 toolboxes that we are trying to integrate and make more accessible in this Hackathon.

The PhysIO Toolbox offers model-based physiological noise correction for functional MRI (fMRI) data, based on peripheral physiological recordings, such as cardiac and respiratory traces (ECG, pulse oximeter, breathing belt). Major noise models, such as RETROICOR, respiratory volume per time (RVT) or heart-rate variability (HRV) modulations of BOLD are supported.

PhysIO is written in Matlab, but also offered as standalone version via a containerized solution (Neurodesk +) or web-based processing interface (CBRAIN +). Through its integration as a toolbox in SPM, it both offers interactive operation via the Batch Editor GUI, as well as batch execution within fMRI preprocessing pipelines.

Through its more than 10 years of development as part of the Translational Algorithms for Psychiatry-Advancing Science (TAPAS) Software Package, PhysIO has seen many improvements and new releases, but user requests for new features always outnumber our core developer capacity.

In this Brainhack, we would like to add two of the most highly-desired features to PhysIO:

  1. Finding the best physiological noise model for your data using MACS
  2. Creating an interactive tutorial of PhysIO in action using Matlab Online and open datasets, for example based on this prototype code

If you want to start small, there is also a user wish list +of changes to the interface and documentation that we would be happy to see implemented.

Goals for Brainhack Global

All of the following goals are equally worthwhile. We will base our prioritization on user interest and expertise:

  1. Model Selection of the best Physiological noise model for your data (tracked in this issue +)
  • With the large variety of physiological noise models and parameters offered by PhysIO, a common question +for users is which model is right for their data.
  • Overly simplistic models might not remove noise effectively, overly complex models, on the other hand, might reduce your sensitivity to detect fMRI activation by removing degrees of freedom in your task model or signal correlated to your task.
  • Bayesian model selection is a formal way to compare different modeling choices and select the best model for your data.
  • MACS (Model Assessment, Comparison and Selection) is an SPM toolbox offering Bayesian Model Selection for the general linear models (GLMs) used in fMRI analysis.
  • In this milestone, we want to complete the following:
    • Identify a suitable multi-subject open fMRI dataset (e.g., on OpenNeuro) with peripheral recordings
    • Run different physiological noise models (GLMs) on multiple subjects
    • Assess the GLMs for single subjects and the group via MACS
    • Perform model comparison for a couple of typical models (RETROICOR different orders, plus RVT, plus HRV, different delays RVT/HRV delays)
    • Write a programmatic interface within PhysIO to call MACS for model assessment/selection
    • Write a batch editor interface for PhysIO model assessment using MACS
  1. Interactive Online Tutorial of the PhysIO pipeline with openly available fMRI data (tracked in this issue +)
  • We have created a prototype of this effort +using “Matlab Online”.
  • There are some barriers to make it a great user experience for your first contact with the PhysIO Toolbox, in particular
    • the slow initialization because of downloading git submodules from GitHub (including SPM)
    • the choice of appropriate (good physiological recordings) and small open fMRI datasets, e.g., from OpenNeuro
  1. Fulfilling some PhysIO users’ long-standing small, but impactful feature requests from the wish list +, such as
    • A consistent interface for multiband fMRI data (this issue +)
    • A direct read-in of BIDS scan timing data from .json sidecar files, similar to the CBRAIN +implementation
    • Exporting preprocessed physiological traces and derived measures (heart-rate variability, respiratory volume per time) at base resolution before physiological modeling (this issue +)

Good first issues

  • A consistent interface for multiband fMRI data (this issue +) and this possible solution
  • the choice of an appropriate (good physiological recordings) and small open fMRI dataset for the PhysIO-Live Demo (single subject) and the Model Selection goal, e.g., from OpenNeuro

Communication channels

https://mattermost.brainhack.org/brainhack/channels/physio

Skills

  • Matlab: basic (running scripts, navigating the Matlab environment) to advanced (unit testing)
  • SPM: none to advanced (Navigating the SPM Results and CheckReg Tools, Batch Editor Programming, Setting up multiple processing pipelines)
  • Functional MRI Analysis: basic (GLM) to advanced (Model Comparison, Model Evidence, Bayes factor)
  • Open Data Standards/Repositories: BIDS and OpenNeuro

Onboarding documentation

What will participants learn?

  • Basics of physiological noise correction in fMRI (RETROICOR, RVT, HRV)
  • Basics of model comparison/model selection
  • Using PhysIO as a Matlab script, in a GUI, at the Batch Editor Level with SPM
  • Using Matlab Online with open-source code and data repositories

Data to use

TBD (it’s one of the tasks)

Number of collaborators

4

Credit to collaborators

As outlined in our TAPAS CONTRIBUTING +document, new members shall add themselves to the Contributor License Agreement +alongside their first pull request contribution to the TAPAS PhysIO Code. This document is also referenced in the PhysIO README +.

Image

AvatarPhysIO

Type

documentation, method_development, pipeline_development, visualization

Development status

1_basic structure

Topic

bayesian_approaches, data_visualisation, MR_methodologies, physiology, statistical_modelling

Tools

BIDS, SPM

Programming language

documentation, Matlab

Modalities

fMRI

Git skills

1_commit_push

Anything else?

We aim at making the project development environment available via Matlab Online or standalone (browser- or container-based, no license required), but if there is specific expertise, we could also aim at full Octave-compatibility of the toolbox.

Things to do after the project is submitted and ready to review.

  • Add a comment below the main post of your issue saying: Hi @brainhackorg/project-monitors my project is ready!
  • Twitter-sized summary of your project pitch.

Date
Jan 1, 0001 12:00 AM
+ + + + + + + + +
\ No newline at end of file diff --git a/projects/index.html b/projects/index.html index 8164223..e3ad8a2 100644 --- a/projects/index.html +++ b/projects/index.html @@ -322,7 +322,43 @@ Nipype -SPM

Why a centralised project submission?

As the Brainhack Global team, we aim to :

  • create a (de)centralized collaborative working platform,
  • facilitate & increase across-site collaborations and interactions,
  • give more visibility to the projects run under Brainhack Global,
  • encourage sharing ideas, experiences and knowledge across parties,
  • to remove barriers and allow contributions by researchers from all origins and +SPM

Why a centralised project submission?

As the Brainhack Global team, we aim to :

  • create a (de)centralized collaborative working platform,
  • facilitate & increase across-site collaborations and interactions,
  • give more visibility to the projects run under Brainhack Global,
  • encourage sharing ideas, experiences and knowledge across parties,
  • to remove barriers and allow contributions by researchers from all origins and disciplines.

Given that many events in this year Brainhack Global might be in part run virtually, a common platform for project submission and listing will allow you to submit your initial project call to gather interests from researchers from diff --git a/sitemap.xml b/sitemap.xml index 5375852..07728b6 100644 --- a/sitemap.xml +++ b/sitemap.xml @@ -1 +1 @@ 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\ No newline at end of file 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\ No newline at end of file