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diff --git a/project/project_30/index.html b/project/project_30/index.html
index 1270090..f82aef8 100644
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@@ -1,7 +1,7 @@
-
Clustintime: a toolbox for spatio-temporal clustering of fMRI data | Brainhack Global 2023
+Clustintime: a toolbox for spatio-temporal clustering of fMRI data | Brainhack Global 2023 Clustintime: a toolbox for spatio-temporal clustering of fMRI data Last updated on
-Nov 21, 2023
Title Clustintime: a toolbox for spatio-temporal clustering of fMRI data
Leaders Cris Tobías (@cristobias)
Collaborators No response
Brainhack Global 2023 Event Brainhack Donostia
Project Description Title Clustintime: a toolbox for spatio-temporal clustering of fMRI data
Leaders Cris Tobías (@cristobias)
Collaborators No response
Brainhack Global 2023 Event Brainhack Donostia
Project Description What are you doing, for whom, and why?
This project is a toolbox that allows researchers in neuroimage to apply clustering methods to fMRI data on the spatiotemporal domain. Conventional methods of clustering in fMRI allow to see spatial patterns but cannot describe the temporal dynamics of functional activity.
What makes your project special and exciting?
Providing a tool for researchers interested in analyzing brain patterns in uncontrolled fmri experiments or clinical settings is a necessity that has not been covered yet and that could be done through clustintime.
How to get started?
Clustintime has been under development for a few years and has been already tried on data from individual epileptic patients, the skeletton of the project is already done, now there is need to transform it into a proper toolbox to release the first version of the software.
Where to find key resources?
diff --git a/project/project_31/index.html b/project/project_31/index.html
index 492e21a..834b65e 100644
--- a/project/project_31/index.html
+++ b/project/project_31/index.html
@@ -1,7 +1,7 @@
-Tedana: TE-dependent analysis | Brainhack Global 2023
+Tedana: TE-dependent analysis | Brainhack Global 2023
+Dec 7, 2023 Title Tedana: TE-dependent analysis
Leaders Eneko Uruñuela (@eurunuela)
Collaborators No response
Brainhack Global 2023 Event Brainhack Donostia
Project Description What are you doing, for whom, and why? What makes your project special and exciting? How to get started? Where to find key resources? Link to project repository/sources https://github.com/ME-ICA/tedana
Goals for Brainhack Global They are listed in the following GitHub discussion: https://github.com/ME-ICA/tedana/discussions/987
Good first issues issue one: Fix reference rendering in HTML report
issue two: Documentation to highlight situations or studies where multi-echo or tedana are specifically useful
Communication channels https://mattermost.brainhack.org/brainhack/channels/tedana
Skills Python: beginner/medium Documentation: beginner Onboarding documentation https://github.com/ME-ICA/tedana/blob/main/CONTRIBUTING.md
What will participants learn? How small scientific open-source software development happens How to contribute to such projects How tedana works for multi-echo fMRI denoising How to use GitHub Data to use Multi-echo data we use to test tedana is available in OSF: https://osf.io/bpe8h/
Number of collaborators 2
Credit to collaborators Project contributors are listed on the project README using the all contributors bot:
https://github.com/ME-ICA/tedana
Image Leave this text if you don’t have an image yet.
Type documentation, method_development, visualization
Development status 2_releases_existing
Topic ICA, PCA
other
Programming language documentation, Python, html_css
Modalities fMRI
Git skills 0_no_git_skills
Anything else? No response
Things to do after the project is submitted and ready to review.
diff --git a/project/project_33/index.html b/project/project_33/index.html
index 15675e5..0d57dd6 100644
--- a/project/project_33/index.html
+++ b/project/project_33/index.html
@@ -1,7 +1,7 @@
-phys2CVR: a BIDS-compliant python toolbox to compute cerebrovascular reacitvity mapping | Brainhack Global 2023
+phys2CVR: a BIDS-compliant python toolbox to compute cerebrovascular reacitvity mapping | Brainhack Global 2023 phys2CVR: a BIDS-compliant python toolbox to compute cerebrovascular reacitvity mapping Last updated on
-Nov 17, 2023
Title phys2CVR: a BIDS-compliant python toolbox to compute cerebrovascular reacitvity mapping
Leaders Stefano Moia
Email: s.moia.research@gmail.com
+Dec 7, 2023
Title phys2CVR: a BIDS-compliant python toolbox to compute cerebrovascular reacitvity mapping
Leaders Stefano Moia
Email: s.moia.research@gmail.com
Twitter: @SteMoia
Mattermost: @smoia
Collaborators No response
Brainhack Global 2023 Event Brainhack Donostia
Project Description phys2cvr is a python toolbox that aims at offering various approaches to compute cerebrovascular mapping, starting from at least a functional MRI hypervolume.
While not the first toolbox to compute CVR out there, I’m aiming at making something easy to adopt, a swiss knife to compute all sorts of maps to image cerebral physiology (not to denoise fMRI timeseries, for that you can check phys2denoise
). phys2cvr should become one of the most complete tools for CVR mapping available, easy to adopt through a CLI (and, if possible, a GUI), with nice reports and plots, and allowing the highest automation through BIDS compliance. No repetition allowed thoough: for all python-based approaches out there, phys2cvr should only act as wrap around.
diff --git a/project/project_44/index.html b/project/project_44/index.html
index 2e84c9f..6037a33 100644
--- a/project/project_44/index.html
+++ b/project/project_44/index.html
@@ -1,7 +1,7 @@
-
Launchcontainers: A Python tool for launching containerized analysis on HPC | Brainhack Global 2023
+Launchcontainers: A Python tool for launching containerized analysis on HPC | Brainhack Global 2023 Launchcontainers: A Python tool for launching containerized analysis on HPC Last updated on
-Nov 17, 2023
Title Launchcontainers: A Python tool for launching containerized analysis on HPC
Leaders Yongning Lei
email: t.lei@bcbl.eu
Collaborators No response
Brainhack Global 2023 Event Brainhack Donostia
Project Description Launchcontainers is a Python-based program built to automatically launch containerlized MRI processing pipelines. This program takes one config.ymal file, one container.json file, and one subject-session-list.txt file as inputs. Using 1 line of bash command, it will automatically send jobs to HPC clusters regarding your computing demands.
This program is well-suited for multi-subject, multi-scan datasets. And it will save a lot of time if you need analysis your entire dataset with different parameters multiple times.
In future versions, we are trying to add more functionality to this repository so that you can launch all the MRI data analysis pipelines such as Heudiconv, fMRIprep, pRF pipelines and etc. Please keep track of this repo and if you have any questions or suggestions, don’t hesitate to contact Gari: garikoitz@gmail.com
+Dec 7, 2023
Title Launchcontainers: A Python tool for launching containerized analysis on HPC
Leaders Yongning Lei
email: t.lei@bcbl.eu
Collaborators No response
Brainhack Global 2023 Event Brainhack Donostia
Project Description Launchcontainers is a Python-based program built to automatically launch containerlized MRI processing pipelines. This program takes one config.ymal file, one container.json file, and one subject-session-list.txt file as inputs. Using 1 line of bash command, it will automatically send jobs to HPC clusters regarding your computing demands.
This program is well-suited for multi-subject, multi-scan datasets. And it will save a lot of time if you need analysis your entire dataset with different parameters multiple times.
In future versions, we are trying to add more functionality to this repository so that you can launch all the MRI data analysis pipelines such as Heudiconv, fMRIprep, pRF pipelines and etc. Please keep track of this repo and if you have any questions or suggestions, don’t hesitate to contact Gari: garikoitz@gmail.com
and Tiger: t.lei@bcbl.eu
Link to project repository/sources https://github.com/garikoitz/launchcontainers
Goals for Brainhack Global Let more people get to know the advantages of using containers to process MRI data to improve the data availability and reproducibility Let beginner level users get familiar with the UNIX operation and git operation Add new features to launchcontainer so that it supports more MRI processing pipeline (ie. HeuDiconv, fMRIprep, PRF-analyze) Make a better documentation on the project Wiki Good first issues issue one:
https://github.com/garikoitz/launchcontainers/issues/28 issue two:
https://github.com/garikoitz/launchcontainers/issues/32 Communication channels https://mattermost.bcbl.eu/bhdonostia/channels/launchcontainer
Skills Python intermediate Unix intermediate Onboarding documentation https://docs.google.com/document/d/1XMmMpp3w7i2o8wVyHv_kUgoTgYVJ7n-qvgIQilfEBEU/edit?usp=sharing
What will participants learn? How to use Unix to run python script, navigate to directory, and edit files. How to use git to collaborate with other’s, create branch to fix issues, pull-request How to use launchcontainers to launch DWI pipeline on SGE, SLURM and local machine Data to use I will prepare the converted nifti DWI scan folder in BIDS format and zipped it for use
Number of collaborators 3
Credit to collaborators Project contributers will be listed in the launchcontainer repo
Image
Type documentation coding_methods
Development status 2_releases_existing
Topic reproducible_scientific_methods
BIDS
Programming language Python
Modalities DWI
Git skills 1_commit_push, 2_branches_PRs
Anything else? No response
Things to do after the project is submitted and ready to review.
diff --git a/project/project_60/index.html b/project/project_60/index.html
index 19086f2..14734fc 100644
--- a/project/project_60/index.html
+++ b/project/project_60/index.html
@@ -1,7 +1,7 @@
-Psy2R: Developing an R package for better inference in multivariate statistical analysis | Brainhack Global 2023
+Psy2R: Developing an R package for better inference in multivariate statistical analysis | Brainhack Global 2023 Psy2R: Developing an R package for better inference in multivariate statistical analysis Last updated on
-Nov 21, 2023
Title Psy2R: Developing an R package for better inference in multivariate statistical analysis
Leaders Kelly Garner Github: @kel-github Mattermost: @kels
Collaborators Kevin Bird, Melanie Gleitzman, Sonny Li, Christopher Nolan Github: @crnolan Mattermost: @cnolan
Brainhack Global 2023 Event Brainhack Australasia
Project Description We consistently use massive data sets across neuroscience and psychology. The routine gathering of big data requires that we are well equipped with tools that allow us to conduct appropriate multivariate statistics.
Multivariate statistical analysis typically follows a two stage procedure, an omnibus test of the global null hypothesis followed by post-hoc tests of specific effects. It is not well known that under certain circumstances this leads to a drastically inflated rate of type 1 error. It is even less well known that this procedure can also lead to an even lessor known type IV error (incorrect interpretation of a correctly rejected hypothesis)!
It is possible to avoid these dragons by using an alternative procedure where all inferences are derived from simultaneous confidence intervals (SCIs) on contrasts of interest. This approach provides interval inferences on effect sizes and it also ensures that the familywise type 1 error rate associated with directional inferences (the inferences usually derived from tests of null hypotheses) is controlled at alpha. One piece of software (PSY) can produce SCIs appropriate for planned analyses (where contrasts are defined independently of the data) and for more flexible analyses where contrasts are defined on a post hoc basis. However, this software is only available for use on windows and cannot be scripted into reproducible workflows.
Our goal is to build an R package that implements the functions of PSY, and to make this method of statistical inference available to the masses!
Link to project repository/sources TBC
Goals for Brainhack Global Milestones
Implement analyses that can be done in PSY in R [intermediate] Convert R implementation into generalisable functions [intermediate/advanced] Outline the math involved in computing critical values for STP tests under the null hypothesis [advanced] Interpret the PASCAL code that underpins the computation of critical values in PSY [advanced] Investigate the R world for a comprehensive list of packages that share some functionality with PSY [beginner] Test R functions and implement own analysis [beginner] Interpret what you think our R code does, to help us write more readable code [beginner] Document the PSY software functions and write documentation for the new R functions [beginner] Create project management board (e.g. trello) to keep us on track! [beginner] Good first issues Implement analyses that can be done in PSY in R
Document existing PSY software functions
Investigate the R world for a comprehensive list of packages that share some functionality with PSY
Create project management board (e.g. trello) to keep us on track!
Create github repo for the project
Communication channels https://mattermost.brainhack.org/brainhack/channels/psy2r
Skills R: all levels stats/math: all levels github: all levels comp sci: intermediate/advanced Onboarding documentation No response
What will participants learn? You’ll learn more about statistical analysis of big datasets, collaborative coding using R and github, and hopefully a bit about package development and coding for other users.
Data to use No response
Number of collaborators more
Credit to collaborators Project contributors will be listed on the github repository’s README.md
Image
Type coding_methods, data_management, documentation, method_development
Development status 0_concept_no_content
Topic reproducible_scientific_methods, statistical_modelling
other
Programming language C++, documentation, R
, other
Modalities behavioral, DWI, ECOG, EEG, eye_tracking, fMRI, MEG, MRI, PET
Git skills 1_commit_push
Anything else? No response
Things to do after the project is submitted and ready to review.
+Dec 7, 2023 Title Psy2R: Developing an R package for better inference in multivariate statistical analysis
Leaders Kelly Garner Github: @kel-github Mattermost: @kels
Collaborators Kevin Bird, Melanie Gleitzman, Sonny Li, Christopher Nolan Github: @crnolan Mattermost: @cnolan
Brainhack Global 2023 Event Brainhack Australasia
Project Description We consistently use massive data sets across neuroscience and psychology. The routine gathering of big data requires that we are well equipped with tools that allow us to conduct appropriate multivariate statistics.
Multivariate statistical analysis typically follows a two stage procedure, an omnibus test of the global null hypothesis followed by post-hoc tests of specific effects. It is not well known that under certain circumstances this leads to a drastically inflated rate of type 1 error. It is even less well known that this procedure can also lead to an even lessor known type IV error (incorrect interpretation of a correctly rejected hypothesis)!
It is possible to avoid these dragons by using an alternative procedure where all inferences are derived from simultaneous confidence intervals (SCIs) on contrasts of interest. This approach provides interval inferences on effect sizes and it also ensures that the familywise type 1 error rate associated with directional inferences (the inferences usually derived from tests of null hypotheses) is controlled at alpha. One piece of software (PSY) can produce SCIs appropriate for planned analyses (where contrasts are defined independently of the data) and for more flexible analyses where contrasts are defined on a post hoc basis. However, this software is only available for use on windows and cannot be scripted into reproducible workflows.
Our goal is to build an R package that implements the functions of PSY, and to make this method of statistical inference available to the masses!
Link to project repository/sources TBC
Goals for Brainhack Global Milestones
Implement analyses that can be done in PSY in R [intermediate] Convert R implementation into generalisable functions [intermediate/advanced] Outline the math involved in computing critical values for STP tests under the null hypothesis [advanced] Interpret the PASCAL code that underpins the computation of critical values in PSY [advanced] Investigate the R world for a comprehensive list of packages that share some functionality with PSY [beginner] Test R functions and implement own analysis [beginner] Interpret what you think our R code does, to help us write more readable code [beginner] Document the PSY software functions and write documentation for the new R functions [beginner] Create project management board (e.g. trello) to keep us on track! [beginner] Good first issues Implement analyses that can be done in PSY in R
Document existing PSY software functions
Investigate the R world for a comprehensive list of packages that share some functionality with PSY
Create project management board (e.g. trello) to keep us on track!
Create github repo for the project
Communication channels https://mattermost.brainhack.org/brainhack/channels/psy2r
Skills R: all levels stats/math: all levels github: all levels comp sci: intermediate/advanced Onboarding documentation No response
What will participants learn? You’ll learn more about statistical analysis of big datasets, collaborative coding using R and github, and hopefully a bit about package development and coding for other users.
Data to use No response
Number of collaborators more
Credit to collaborators Project contributors will be listed on the github repository’s README.md
Image
Type coding_methods, data_management, documentation, method_development
Development status 0_concept_no_content
Topic reproducible_scientific_methods, statistical_modelling
other
Programming language C++, documentation, R
, other
Modalities behavioral, DWI, ECOG, EEG, eye_tracking, fMRI, MEG, MRI, PET
Git skills 1_commit_push
Anything else? No response
Things to do after the project is submitted and ready to review.
diff --git a/project/project_61/index.html b/project/project_61/index.html
index caf9611..1385862 100644
--- a/project/project_61/index.html
+++ b/project/project_61/index.html
@@ -1,7 +1,7 @@
-The evolution of Nipype into Pydra | Brainhack Global 2023
+The evolution of Nipype into Pydra | Brainhack Global 2023 The evolution of Nipype into Pydra Last updated on
-Nov 21, 2023
Title The evolution of Nipype into Pydra
Leaders Tom Close (GH+MM: @tclose) and Arkiev D’Souza (GH: @arkiev MM: adsouza)
Collaborators Dorota Jarecka (GH: @djarecka MM: dorota), Chris Markiewicz (GH: @effigies, MM: markiewicz), Yibei Chen (GH: @yibeichan MM: yibeichen), Ghislain Vaillant (GH+MM: @ghisvail) and Satra Ghosh (GH+MM: @satra)
Brainhack Global 2023 Event Brainhack Australasia
Project Description Nipype
+Dec 7, 2023
Title The evolution of Nipype into Pydra
Leaders Tom Close (GH+MM: @tclose) and Arkiev D’Souza (GH: @arkiev MM: adsouza)
Collaborators Dorota Jarecka (GH: @djarecka MM: dorota), Chris Markiewicz (GH: @effigies, MM: markiewicz), Yibei Chen (GH: @yibeichan MM: yibeichen), Ghislain Vaillant (GH+MM: @ghisvail) and Satra Ghosh (GH+MM: @satra)
Brainhack Global 2023 Event Brainhack Australasia
Project Description Nipype
is a Python library that provides a uniform interface to existing neuroimaging software and facilitates interaction between these packages within a single workflow. It forms the basis of widely-used pipelines such as C-PAC
and fMRIPrep
.
Despite Nipype’s success and longevity, some limitations of its design have become apparent over time. In particular,
the complexity of designing new task interfaces inability to run workflow nodes in separate software containers inability to split/join workflow nodes over lists generated at execution time difficulty following the workflow construction syntax due to the separation of nodes and connections Therefore, at the 2018 OHBM BrainHack in Singapore, a number of Nipype’s core developers sat down to start planning a rewritten 2nd generation, which eventually turned into Pydra
diff --git a/project/project_63/index.html b/project/project_63/index.html
index 1841753..9607ac5 100644
--- a/project/project_63/index.html
+++ b/project/project_63/index.html
@@ -1,7 +1,7 @@
-
behapy: A behavioural neuroscience analysis package for Python | Brainhack Global 2023
+behapy: A behavioural neuroscience analysis package for Python | Brainhack Global 2023 behapy: A behavioural neuroscience analysis package for Python Last updated on
-Nov 20, 2023
Title behapy: A behavioural neuroscience analysis package for Python
Leaders Chris Nolan (Mattermost: @cnolan | Mastodon: @cnolan@fediscience.org)
Collaborators Thomas Burton
+Dec 7, 2023
Title behapy: A behavioural neuroscience analysis package for Python
Leaders Chris Nolan (Mattermost: @cnolan | Mastodon: @cnolan@fediscience.org)
Collaborators Thomas Burton
Karly Turner
Phil Jean-Richard Dit Bressel
Chelsea Goulton
diff --git a/project/project_67/index.html b/project/project_67/index.html
index 25c78d6..e9394c1 100644
--- a/project/project_67/index.html
+++ b/project/project_67/index.html
@@ -1,7 +1,7 @@
-
NARPS Open Pipelines - A codebase to study variability of fMRI analysis workflows | Brainhack Global 2023
+NARPS Open Pipelines - A codebase to study variability of fMRI analysis workflows | Brainhack Global 2023 NARPS Open Pipelines - A codebase to study variability of fMRI analysis workflows Last updated on
-Dec 1, 2023
Title NARPS Open Pipelines
Leaders Boris Clénet - R&D Engineer, Empenn Team, INRIA Rennes, France
+Dec 7, 2023
Title NARPS Open Pipelines
Leaders Boris Clénet - R&D Engineer, Empenn Team, INRIA Rennes, France
Mattermost : @bclenet
Collaborators This project is developed in the Empenn team
by Boris Clénet, Elodie Germani, Jérémy Lefort-Besnard and Camille Maumet with contributions by Rémi Gau.
All project contributors are listed in the Credits
section of the project !
Brainhack Global 2023 Event Brainhack Marseille
Project Description The goal of the NARPS Open Pipelines project is to create a codebase reproducing the 70 pipelines of the NARPS study (Botvinik-Nezer et al., 2020) and share this as an open resource for the community.
We hope this tools will help analysing and understanding variability of fMRI analysis workflows, hence participating in the reproducible research movement.
Find relevant information about how to get started is in the README.md
diff --git a/project/project_71/index.html b/project/project_71/index.html
index 15a9817..da3b7ab 100644
--- a/project/project_71/index.html
+++ b/project/project_71/index.html
@@ -1,7 +1,7 @@
-
The TAPAS PhysIO Toolbox for Physiological Noise Modeling in fMRI | Brainhack Global 2023
+The TAPAS PhysIO Toolbox for Physiological Noise Modeling in fMRI | Brainhack Global 2023 The TAPAS PhysIO Toolbox for Physiological Noise Modeling in fMRI Last updated on
-Dec 6, 2023
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
+Dec 7, 2023
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
diff --git a/project/project_74/index.html b/project/project_74/index.html
index 16623c5..0fbfe0c 100644
--- a/project/project_74/index.html
+++ b/project/project_74/index.html
@@ -1,5 +1,5 @@
-
NeuroLibre reproducible preprints | Brainhack Global 2023
+NeuroLibre reproducible preprints | Brainhack Global 2023 NeuroLibre reproducible preprints Last updated on
Dec 7, 2023
Title NeuroLibre reproducible preprints
Leaders Agah Karakuzu, Pierre Bellec
Collaborators Hao-Ting Wang
Brainhack Global 2023 Event Brainhack Montreal
Project Description To bring preprints to life by creating a publishing workflow that can seamlessly integrate narrative and executable content. Our findings are too cool to be trapped in PDFs. This project is exciting because it demonstrates that a publication’s prestige can arise from its inherent ability to provide insights, not solely from the journal’s title. You may take a look at https://neurolibre.org
, https://docs.neurolibre.org
diff --git a/project/project_75/index.html b/project/project_75/index.html
index 542c035..350cfe8 100644
--- a/project/project_75/index.html
+++ b/project/project_75/index.html
@@ -1,5 +1,5 @@
-Neurobagel | Brainhack Global 2023
+Neurobagel | Brainhack Global 2023 Neurobagel Last updated on
Dec 7, 2023
Neurobagel
is a tool ecosystem that allows researchers to easily annotate their dataset (both phenotypic and imaging attributes) …
To bring preprints to life by creating a publishing workflow that can seamlessly integrate narrative and executable content. Our …
We consistently use massive data sets across neuroscience and psychology. The routine gathering of big data requires that we are …
What are you doing, for whom, and why? What makes your project special and exciting? How to get started? Where to find key … 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
diff --git a/sitemap.xml b/sitemap.xml
index c5d3a19..a55a7d1 100644
--- a/sitemap.xml
+++ b/sitemap.xml
@@ -1 +1 @@
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