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# https://citation-file-format.github.io/
# https://github.com/citation-file-format/citation-file-format/blob/main/schema-guide.md
cff-version: 1.2.0
title: nilearn
abstract: |
Nilearn enables approachable and versatile analyses of brain volumes.
It provides statistical and machine-learning tools,
with instructive documentation & friendly community.
message: If you use this software, please cite it as below.
repository-code: https://github.com/nilearn/nilearn
preferred-citation:
authors:
- family-names: Nilearn contributors
title: Nilearn
url: https://doi.org/10.5281/zenodo.8397156
type: software
identifiers:
- description: 2014, Frontiers in Neuroinformatics
type: doi
value: 10.3389/fninf.2014.00014
- description: Zenodo collection for all releases
type: doi
value: 10.5281/zenodo.8397156
- description: 2023, OHBM poster
type: doi
value: 10.5281/zenodo.8383514
contact:
- given-names: Bertrand
family-names: Thirion
email: [email protected]
affiliation: Inria, France
license: BSD-4-Clause
authors:
- family-names: Nilearn contributors
- given-names: Ahmad
family-names: Chamma
website: https://github.com/achamma723
affiliation: Inria, Saclay, France
email: [email protected]
orcid: https://orcid.org/0000-0003-0975-133X
- given-names: Aina
family-names: Frau-Pascual
website: https://github.com/ainafp
orcid: https://orcid.org/0000-0001-6311-8426
- given-names: Alex
family-names: Rothberg
website: https://github.com/cancan101
affiliation: Free Agency, New York, USA
email: [email protected]
- given-names: Alexandre
family-names: Abadie
website: https://github.com/aabadie
affiliation: Inria, Paris
- given-names: Alexandre
family-names: Abraham
website: https://twinee.fr/
affiliation: Bazemont, Île-de-France, France
orcid: https://orcid.org/0000-0003-3693-0560
- given-names: Alexandre
family-names: Gramfort
website: http://alexandre.gramfort.net/
affiliation: Meta, France
email: [email protected]
orcid: https://orcid.org/0000-0001-9791-4404
- given-names: Alexandre
family-names: Savio
website: https://github.com/alex-savio
- given-names: Alexandre
family-names: Cionca
website: https://github.com/acionca
affiliation: Centre Hospitalier Universitaire Vaudoise, Lausanne, Switzerland
orcid: https://orcid.org/0000-0002-1910-9650
- given-names: Alexandre
family-names: Sayal
website: https://github.com/alexsayal
affiliation: CIBIT, University of Coimbra, Portugal
- given-names: Alexis
family-names: Thual
website: https://github.com/alexisthual
affiliation: Inria, Saclay, France
- given-names: Alisha
family-names: Kodibagkar
website: https://github.com/alishakodibagkar/
affiliation: MIT McGovern Institute, Cambridge, Massachusetts, United States
orcid: https://orcid.org/0000-0002-0951-242X
- given-names: Amadeus
family-names: Kanaan
- given-names: Ana Luisa
family-names: Pinho
website: https://github.com/alpinho
affiliation: Western University, London, Ontario, Canada
- given-names: Anand
family-names: Joshi
website: https://github.com/ajoshiusc
affiliation: University of Southern California, Los Angeles, California, United States
- given-names: Andrés Hoyos
family-names: Idrobo
website: https://github.com/ahoyosid
affiliation: Rakuten, France
- given-names: Anne-Sophie
family-names: Kieslinger
website: https://github.com/askieslinger
affiliation: Max Planck Institute for Human Cognitive and Brain Sciences, Leipzig, Germnay
- given-names: Anupriya
family-names: Kumari
website: https://github.com/anupriyakkumari
affiliation: Indian Institute of Technology, Roorkee, India
email: [email protected]
- given-names: Ariel
family-names: Rokem
website: https://arokem.org/
affiliation: University of Washington, Psychology, Seattle, Washington, 98107, USA
email: [email protected]
orcid: https://orcid.org/0000-0003-0679-1985
- given-names: Arthur
family-names: Mensch
website: https://github.com/arthurmensch
orcid: https://orcid.org/0000-0001-7866-0461
- given-names: Aswin
family-names: Vijayan
website: https://github.com/vaswin0
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affiliation: TheraPanacea, France
- given-names: Ben
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affiliation: Facebook, Hayward, California, USA
- given-names: Bertrand
family-names: Thirion
website: https://pages.saclay.inria.fr/bertrand.thirion/
email: [email protected]
affiliation: Inria, Saclay, France
orcid: https://orcid.org/0000-0001-5018-7895
- given-names: Binh
family-names: Nguyen
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- given-names: Caglar
family-names: Cakan
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affiliation: Google LLC
email: [email protected]
orcid: https://orcid.org/0000-0003-3321-7583
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family-names: Markiewicz
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affiliation: Stanford University, Stanford, California, USA
email: [email protected]
orcid: https://orcid.org/0000-0002-6533-164X
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family-names: Horea
website: https://chymera.eu/
affiliation: Dartmouth College, PBS, Hanover, New Hampshire, USA
email: [email protected]
orcid: https://orcid.org/0000-0001-7037-2449
- given-names: Christian
family-names: Gerloff
website: https://github.com/ChristianGerloff
- given-names: Christina
family-names: Roßmanith
affiliation: Dept. of Neurology, Medical Faculty Mannheim, University of Heidelberg, Germany
email: [email protected]
website: https://github.com/crossmanith
- given-names: Colin
family-names: Reininger
website: https://github.com/reiningc
affiliation: Denver, Colorado, USA
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family-names: Lane
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affiliation: Child Mind Institute, Baltimore, MD, USA
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family-names: Sy
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family-names: Delettre
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family-names: Gale
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affiliation: Centre for Neuroscience Studie, Queen University, Kingston, Ontario, Canada
- given-names: Daniel
family-names: Gomez
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affiliation: Cambridge, Massachusetts, USA
- given-names: Danilo
family-names: Bzdok
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affiliation: McGill University & Mila Quebec AI Institute, Montréal, Canada
- given-names: David G
family-names: Ellis
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affiliation: University of Nebraska Medical Center, Nebraska, USA
- given-names: Demian
family-names: Wassermann
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affiliation: Inria, Saclay, France
email: [email protected]
orcid: https://orcid.org/0000-0001-5194-6056
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family-names: Orfanos
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affiliation: NeuroSpin, CEA, Université Paris-Saclay, Gif-sur-Yvette, France
orcid: https://orcid.org/0000-0002-1242-8990
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family-names: DuPre
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affiliation: Stanford University, Stanford, California, USA
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family-names: Dohmatob
website: https://dohmatob.github.io/
affiliation: Facebook AI Research (FAIR)
- given-names: Eric
family-names: Larson
website: https://larsoner.com/
affiliation: Institute for Learning and Brain Sciences, University of Washington, Washington, USA
- given-names: Evan
family-names: Edmond
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affiliation: University of Oxford, Oxford, UK
orcid: https://orcid.org/0000-0003-4641-3583
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website: https://github.com/fabianp
affiliation: '@google, Geneva, Switzerland'
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- given-names: Florent
family-names: Pollet
website: https://florian6973.github.io/
affiliation: ENS Paris-Saclay, Saclay, France
- given-names: Franz
family-names: Liem
website: https://github.com/fliem
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family-names: Paugam
website: https://github.com/FrancoisPgm
orcid: https://orcid.org/0000-0002-8161-7699
- given-names: Gael
family-names: Varoquaux
website: https://gael-varoquaux.info/
affiliation: Inria, Saclay, France
orcid: https://orcid.org/0000-0003-1076-5122
- given-names: Gilles de
family-names: Hollander
website: https://github.com/Gilles86
email: [email protected]
affiliation: Vrije Universiteit, Amsterdam, The Netherlands
orcid: https://orcid.org/0000-0003-1988-5091
- given-names: Greg
family-names: Kiar
website: https://gkiar.me/
affiliation: Child Mind Institute
email: [email protected]
orcid: https://orcid.org/0000-0001-8915-496X
- given-names: Greydon
family-names: Gilmore
website: https://www.greydongilmore.com/
affiliation: Department of Mathematics, Western University, Toronto, Canada
email: [email protected]
orcid: https://orcid.org/0000-0001-7523-5734
- given-names: Guillaume
family-names: Lemaitre
website: https://glemaitre.github.io/
affiliation: Inria, Saclay, France
email: [email protected]
orcid: https://orcid.org/0000-0002-0897-6791
- given-names: Hande
family-names: Gözükan
website: https://github.com/hndgzkn
affiliation: Inria, Saclay, France
email: [email protected]
- given-names: Hao-Ting
family-names: Wang
website: https://wanghaoting.com/
affiliation: Montréal Geriatrics Institute (CRIUGM), Montréal, Canada
email: [email protected]
orcid: https://orcid.org/0000-0003-4078-2038
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family-names: Aggarwal
website: https://github.com/man-shu
affiliation: Inria, Saclay, France
email: [email protected]
orcid: https://orcid.org/0000-0003-2451-0470
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family-names: Abenes
website: https://github.com/boredStats
orcid: https://orcid.org/0000-0002-7625-1557
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affiliation: IMT Atlantique, Brest, France
website: https://github.com/badrinini
- given-names: Jake
family-names: Vogel
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email: [email protected]
affiliation: Department of Clinical Sciences, SciLifeLab, Lund University, Lund, Sweden
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family-names: Margeta
website: https://github.com/jmargeta
affiliation: KardioMe, Nova Dubnica, Slovakia
email: [email protected]
orcid: https://orcid.org/0000-0003-4882-0502
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family-names: Grobler
website: https://github.com/jaquesgrobler
affiliation: Anyline GmbH, Vienna, Austria
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affiliation: Child Mind Institute
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family-names: Kossaifi
website: http://jeankossaifi.com/
affiliation: Imperial College London, London, UK
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family-names: King
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affiliation: Meta AI, CNRS, Paris
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family-names: Dalenberg
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family-names: Lefort-Besnard
website: https://jlefortbesnard.github.io/
affiliation: Inria Rennes, France
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family-names: Dockes
website: https://jeromedockes.github.io/
affiliation: Origami lab, McGill University, Montréal, Canada
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family-names: Chevalier
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family-names: Wiesner
website: https://github.com/JohannesWiesner
affiliation: Central Institute of Mental Health, Mannheim, Germany
orcid: https://orcid.org/0000-0001-7040-3516
- given-names: Jon Haitz Legarreta
family-names: Gorrono
website: https://github.com/jhlegarreta
affiliation: Brigham and Women's Hospital, Mass General Brigham/Harvard Medical School, Boston, Massachusetts, USA
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family-names: Sassenhagen
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family-names: Huguet
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affiliation: BarcelonaBeta Brain Research Center
email: [email protected]
orcid: https://orcid.org/0000-0001-8420-4833
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family-names: Teves
website: https://github.com/jbteves
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family-names: Huntenburg
website: https://github.com/juhuntenburg
affiliation: International Brain Laboratory, Berlin, Germany
orcid: https://orcid.org/0000-0003-0579-9811
- given-names: Julio A
family-names: Peraza
website: https://github.com/JulioAPeraza
affiliation: Florida International University, Miami, Florida, USA
orcid: https://orcid.org/0000-0003-3816-5903
- given-names: Kamalakar Reddy
family-names: Daddy
website: https://github.com/KamalakerDadi
email: [email protected]
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family-names: Sitek
website: https://github.com/sitek
affiliation: Northwestern University, Evanston, Ilinois , USA
email: [email protected]
orcid: https://orcid.org/0000-0002-2172-5786
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family-names: Helwegen
website: https://github.com/koenhelwegen
affiliation: Dutch Connectome Lab, VU, Amsterdam, The Netherlands
orcid: https://orcid.org/0000-0002-1247-6626
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family-names: Wagstyl
website: https://github.com/kwagstyl
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website: https://github.com/kshmelkov
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family-names: Chawla
website: https://github.com/kchawla-pi
affiliation: Duke University Health System, USA
email: [email protected]
orcid: https://orcid.org/0000-0002-7517-6321
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family-names: CHEN
website: https://chenkun.me
affiliation: University of Macau, Macau, China
email: [email protected]
orcid: https://orcid.org/0000-0002-9138-3195
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family-names: Sasse
website: https://github.com/LeSasse
orcid: https://orcid.org/0000-0002-2400-3404
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family-names: Estève
website: https://github.com/lesteve
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family-names: Tetrel
website: https://ltetrel.github.io/
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family-names: Paz
website: https://github.com/luzpaz
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family-names: Pietrantoni
website: https://github.com/ManonP38
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website: https://github.com/MartinPerez
affiliation: Criteo, France
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family-names: Wegrzyn
website: https://github.com/mwegrzyn
affiliation: Bielefeld University, Bielefeld, Germany
- given-names: Mathias
family-names: Goncalves
website: https://github.com/mgxd
affiliation: Stanford University, Stanford, California, USA
email: [email protected]
orcid: https://orcid.org/0000-0002-7252-7771
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family-names: Dugré
website: https://mathdugre.me
affiliation: Concordia University, Montréal, Canada
orcid: https://orcid.org/0000-0003-2828-6031
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family-names: Ekman
website: https://github.com/mekman
affiliation: Donders Institute, Nijmegen, The Netherlands
orcid: https://orcid.org/0000-0003-1254-1392
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family-names: Joulot
website: https://github.com/MatthieuJoulot
affiliation: Aramis, Paris Brain Institute, Paris, France
email: [email protected]
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family-names: Sitter
website: https://github.com/mcsitter
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family-names: Rahim
website: https://github.com/mrahim
affiliation: Air Liquide, France
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family-names: Zwally
website: https://github.com/MIZwally
affiliation: DSST, National Institute of Mental Health, USA
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family-names: Burkhardt
website: https://github.com/mibur1
affiliation: University of Oldenburg, Germany
orcid: https://orcid.org/0000-0002-6268-3527
- given-names: Michael
family-names: Eickenberg
website: https://github.com/eickenberg
affiliation: Flatiron Institute, New-York, New-York, USA
- given-names: Michael
family-names: Hanke
website: https://github.com/mih
email: [email protected]
affiliation: Psychoinformatics, Forschungszentrum Jülich GmbH, Jülich, Germany
orcid: https://orcid.org/0000-0001-6398-6370
- given-names: Michael
family-names: Notter
website: https://github.com/miykael
email: [email protected]
affiliation: ams OSRAM, Martigny, Lausanne, Switzerland
orcid: https://orcid.org/0000-0002-5866-047X
- given-names: Michael
family-names: Waskom
website: https://mwaskom.github.io/
affiliation: Flatiron health, New York, USA
email: [email protected]
- given-names: Michelle
family-names: Wang
website: https://github.com/michellewang
affiliation: Origami lab, McGill University, Montréal, Canada
- given-names: Mohammad
family-names: Torabi
website: https://github.com/mtorabi59
affiliation: Origami lab, McGill University, Montréal, Canada
email: [email protected]
orcid: https://orcid.org/0000-0002-4429-8481
- given-names: Moritz
family-names: Boos
website: https://github.com/mjboos
- given-names: Mudassir
family-names: Chapra
website: https://github.com/muddi900
- given-names: Myeong Seop
family-names: Song
website: https://github.com/NeuroVR-Song
- given-names: Natasha
family-names: Clarke
website: https://github.com/clarkenj
affiliation: '@SIMEXP, Montréal, Canada'
- given-names: Neelay
family-names: Shah
website: https://github.com/NeelayS
affiliation: Max Planck Institute for Intelligent Systems, Germany
email: [email protected]
- given-names: Nicolas
family-names: Gensollen
website: https://nicolasgensollen.github.io/
affiliation: Inria, Paris, France
orcid: https://orcid.org/0000-0001-7199-9753
- given-names: Nikhil
family-names: Krish
website: https://github.com/NIkhilgKrish
affiliation: University of Texas, Austin
- given-names: Oliver
family-names: Warrington
website: https://github.com/OliverWarrington
affiliation: Wellcome Centre for Human Neuroimaging, UCL, London, UK
orcid: https://orcid.org/0000-0002-3592-7071
- given-names: Oscar
family-names: Esteban
website: https://github.com/oesteban
affiliation: Centre Hospitalier Universitaire Vaudoise, Lausanne, Switzerland
orcid: https://orcid.org/0000-0001-8435-6191
- given-names: Patrick
family-names: Sadil
website: https://psadil.github.io/psadil
affiliation: Department of Biostatistics, Johns Hopkins Bloomberg School of Public Health, USA
orcid: https://orcid.org/0000-0003-4141-1343
- given-names: Paul
family-names: Bogdan
website: https://github.com/paulcbogdan
- given-names: Paul
family-names: Reiners
website: https://github.com/paul-reiners
affiliation: Masonic Institute for the Developing Brain, University of Minnesota, USA
orcid: https://orcid.org/0000-0002-6167-5007
- given-names: Paula
family-names: Sanz-Leon
website: https://github.com/pausz
orcid: https://orcid.org/0000-0002-1545-6380
affiliation: Medical Research Institute, Brisbane, Australia
- given-names: Peer
family-names: Herholz
website: https://peerherholz.github.io/
affiliation: Origami lab, McGill University, Montréal, Canada
orcid: https://orcid.org/0000-0002-9840-6257
- given-names: Philippe
family-names: Gervais
website: https://github.com/pgervais
affiliation: Zurich, Switzerland
- given-names: Pierre
family-names: Bellec
website: https://github.com/pbellec
affiliation: Psychology Department, University of Montréal, Montréal, Canada
orcid: https://orcid.org/0000-0002-9111-0699
email: [email protected]
- given-names: Pierre
family-names: Glaser
website: https://pierreglaser.github.io/
affiliation: Gatsby Computational Neuroscience Unit, University College London, London, UK
- given-names: Pierre-Olivier
family-names: Quirion
website: https://github.com/poquirion
affiliation: Canadian Center for Computational Genomics / Calcul, Québec, Canada
email: [email protected]
orcid: https://orcid.org/0000-0003-2270-0000
- given-names: Pradeep Reddy
family-names: Raamana
website: https://github.com/raamana
affiliation: University of Pittsburgh, Pittsburgh, PA, USA
email: [email protected]
orcid: https://orcid.org/0000-0003-4662-0558
- given-names: Prakhar
family-names: Jain
website: https://github.com/PrakharJain1509
affiliation: RV College of Engineering, Bangalore, India
- given-names: Rahul
family-names: Brito
website: https://github.com/Rahul-Brito
- given-names: Raphael
family-names: Meudec
website: https://github.com/RaphaelMeudec
affiliation: Inria, Saclay, France
- given-names: Robert
family-names: Luke
website: https://github.com/rob-luke
affiliation: '@agencyenterprise, Melbourne, Australia'
orcid: https://orcid.org/0000-0002-4930-8351
- given-names: Robert
family-names: Williamson
website: https://github.com/RobWilliamson15
- given-names: Roberto
family-names: Guidotti
website: https://github.com/robbisg
affiliation: University "G. D'Annunzio" Chieti-Pescara, San Benedetto del Tronto, Italy
- given-names: Ronald
family-names: Phlypo
website: https://github.com/rphlypo
affiliation: Lyon area, France
- given-names: Ryan
family-names: Hammonds
website: https://github.com/ryanhammonds
affiliation: UC San Diego, San Diego, California, USA
- given-names: Rémi
family-names: Gau
website: https://github.com/Remi-Gau
affiliation: Origami lab, McGill University, Montréal, Canada
orcid: https://orcid.org/0000-0002-1535-9767
email: [email protected]
- given-names: Sachin
family-names: Patalasingh
website: https://github.com/sachin-bsai
- given-names: Sage
family-names: Hahn
website: https://sagehahn.com/
orcid: https://orcid.org/0000-0003-3560-2952
affiliation: deephealth
- given-names: Salma
family-names: Bougacha
website: https://github.com/salma1601
- given-names: Sam Buck
family-names: Johnson
website: https://github.com/sambjohnson
- given-names: Sami
family-names: Jawhar
website: https://github.com/sjawhar
email: [email protected]
orcid: https://orcid.org/0000-0002-9914-2193
- given-names: Simon
family-names: Steinkamp
website: https://github.com/SRSteinkamp
orcid: https://orcid.org/0000-0002-6437-0700
affiliation: Danish Research Centre for Magnetic Resonance, Copenhagen University Hospital Amager & Hvidovre, Copenhagen, Denmark.
- given-names: Sin
family-names: Kim
website: https://github.com/kimsin98
orcid: https://orcid.org/0000-0003-4652-3758
affiliation: 'Korea Advanced Institute of Science and Technology: Daejeon, KR'
- given-names: Sourav
family-names: Singh
website: https://github.com/souravsingh
- given-names: Steven
family-names: Meisler
website: https://www.stevenmeisler.com
affiliation: Harvard-MIT Division of Health Sciences and Technology, Cambridge, Massachusetts, USA
email: [email protected]
orcid: https://orcid.org/0000-0002-8888-1572
- given-names: Suramya
family-names: Pokharel
website: https://github.com/SuramyaP
affiliation: Tribhuvan University, Kathmandu, Nepal
email: [email protected]
- given-names: Sylvain
family-names: Lan
website: https://github.com/SylvainLan
- given-names: Sylvain
family-names: Takerkart
website: https://github.com/SylvainTakerkart
affiliation: CNRS, Institut des Neurosciences de la Timone, Marseille, France
orcid: https://orcid.org/0000-0001-8410-0962
- given-names: Tamer
family-names: Gezici
website: https://github.com/TamerGezici
affiliation: Bilkent University
- given-names: Tarun
family-names: Samanta
website: https://github.com/SamantaTarun
affiliation: Acharya Prafulla Chandra College
email: [email protected]
orcid: https://orcid.org/0000-0003-1630-8993
- given-names: Taylor
family-names: Salo
website: https://tsalo.github.io/
affiliation: Lifespan Informatics & Neuroimaging Center, University of Pennsylvania, USA
email: [email protected]
orcid: https://orcid.org/0000-0001-9813-3167
- given-names: Tharun
family-names: K
website: https://github.com/tharun634
- given-names: Thiti
family-names: Premrudeepreechacharn
website: https://tpremrud.github.io/
- given-names: Thomas
family-names: Bazeille
website: https://github.com/thomasbazeille
orcid: https://orcid.org/0000-0001-5377-9108
affiliation: Inria, Saclay, France
- given-names: Tom
family-names: Vanasse
website: https://github.com/tvanasse
affiliation: Wisconsin Institute for Sleep and Consciousness, USA
email: [email protected]
orcid: https://orcid.org/0000-0003-4672-0049
- given-names: Vasco
family-names: Diogo
website: https://github.com/vascosa
- given-names: Victoria
family-names: Shevchenko
website: https://github.com/victoris93
affiliation: Inria Saclay, Université Paris Cité, France
- given-names: Vincent
family-names: Michel
website: https://github.com/vmichel
affiliation: https://www.logilab.fr/
- given-names: Virgile
family-names: Fritsch
website: https://github.com/VirgileFritsch
affiliation: Inria, Saclay, France
- given-names: Yaroslav
family-names: Halchenko
website: https://github.com/yarikoptic
affiliation: Dartmouth College, PBS, Hanover, New Hampshire, USA
email: [email protected]
orcid: https://orcid.org/0000-0003-3456-2493
- given-names: Yasmin
family-names: Mzayek
website: https://github.com/ymzayek
affiliation: Inria, Saclay, France
orcid: https://orcid.org/0000-0003-2904-2530
- given-names: Yichun
family-names: Huang
website: https://github.com/YCHuang0610
affiliation: Peking University, Beijing, China
- given-names: Zvi
family-names: Baratz
website: https://github.com/ZviBaratz
affiliation: Tel-Aviv University, Israel
email: [email protected]
orcid: https://orcid.org/0000-0001-7159-1387
- given-names: Óscar
family-names: Nájera
website: https://github.com/Titan-C
affiliation: Checkmk