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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
identifiers:
- description: Machine learning for neuroimaging with scikit-learn
type: doi
value: 10.3389/fninf.2014.00014
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: 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
website: https://github.com/amadeuskanaan
- given-names: Ana Luisa
family-names: Pinho
website: https://github.com/alpinho
affiliation: Western University, London, Ontario, Canada
- 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: Ariel
family-names: Rokem
website: http://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://www.amensch.fr/
orcid: https://orcid.org/0000-0001-7866-0461
- given-names: Aswin
family-names: Vijayan
website: https://github.com/vaswin0
- given-names: Audrey
family-names: Duran
website: https://github.com/AudreyDuran
affiliation: TheraPanacea, France
- given-names: Ben
family-names: Cipollini
website: https://github.com/bcipolli
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
website: https://www.imo.universite-paris-saclay.fr/~tbnguyen/
- given-names: Caglar
family-names: Cakan
website: https://github.com/caglorithm
affiliation: Technische Universität Berlin, Berlin, Germany
orcid: https://orcid.org/0000-0002-1902-5393
- given-names: Chris
family-names: Gorgolewski
website: https://chrisgorgolewski.org/
affiliation: Google LLC
email: [email protected]
orcid: https://orcid.org/0000-0003-3321-7583
- given-names: Chris
family-names: Markiewicz
website: https://github.com/effigies
affiliation: Stanford University, Stanford, California, USA
email: [email protected]
orcid: https://orcid.org/0000-0002-6533-164X
- given-names: Christian
family-names: Horea
website: http://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: Colin
family-names: Reininger
website: https://github.com/reiningc
affiliation: Denver, Colorado, USA
- given-names: Connor
family-names: Lane
website: https://github.com/clane9
affiliation: Child Mind Institute, Baltimore, MD, USA
- given-names: Czarina
family-names: Sy
website: https://github.com/czarinasy
- given-names: Céline
family-names: Delettre
website: https://github.com/celinede
- given-names: Dan
family-names: Gale
website: https://danjgale.github.io/
affiliation: Centre for Neuroscience Studie, Queen University, Kingston, Ontario,
Canada
- given-names: Daniel
family-names: Gomez
website: https://github.com/dangom
affiliation: Cambridge, Massachusetts, USA
- given-names: Danilo
family-names: Bzdok
website: https://github.com/banilo
affiliation: McGill University & Mila Quebec AI Institute, Montréal, Canada
- given-names: David G
family-names: Ellis
website: https://github.com/ellisdg
affiliation: University of Nebraska Medical Center, Nebraska, USA
- given-names: Demian
family-names: Wassermann
website: https://github.com/demianw
affiliation: Inria, Saclay, France
email: [email protected]
orcid: https://orcid.org/0000-0001-5194-6056
- given-names: Derek
family-names: Pisner
website: https://github.com/dPys
affiliation: St. Petersburg, FL
orcid: https://orcid.org/0000-0002-1228-0201
- given-names: Dimitri Papadopoulos
family-names: Orfanos
website: https://github.com/DimitriPapadopoulos
affiliation: NeuroSpin, CEA, Université Paris-Saclay, Gif-sur-Yvette, France
orcid: https://orcid.org/0000-0002-1242-8990
- given-names: Elizabeth
family-names: DuPre
website: https://elizabeth-dupre.com/#/
affiliation: Stanford University, Stanford, California, USA
orcid: https://orcid.org/0000-0003-1358-196X
- given-names: Elvis
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
website: https://evan.science/
affiliation: University of Oxford, Oxford, UK
orcid: https://orcid.org/0000-0003-4641-3583
- given-names: Fabian
family-names: Pedregosa
website: https://github.com/fabianp
affiliation: '@google, Geneva, Switzerland'
orcid: https://orcid.org/0000-0003-4025-3953
- given-names: Franz
family-names: Liem
website: https://github.com/fliem
- given-names: François
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: 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
- given-names: Himanshu
family-names: Aggarwal
website: https://github.com/man-shu
affiliation: Inria, Saclay, France
email: [email protected]
orcid: https://orcid.org/0000-0003-2451-0470
- given-names: Ian
family-names: Abenes
website: https://github.com/boredStats
orcid: https://orcid.org/0000-0002-7625-1557
- given-names: Jake
family-names: Vogel
website: https://github.com/illdopejake
email: [email protected]
affiliation: Department of Clinical Sciences, SciLifeLab, Lund University, Lund,
Sweden
- given-names: Jan
family-names: Margeta
website: https://github.com/jmargeta
affiliation: KardioMe, Nova Dubnica, Slovakia
email: [email protected]
orcid: https://orcid.org/0000-0003-4882-0502
- given-names: Jaques
family-names: Grobler
website: https://github.com/jaquesgrobler
affiliation: Anyline GmbH, Vienna, Austria
- given-names: Jason
family-names: Gors
website: http://jgors.com/
affiliation: Insight Data Science, Mountain View, California, USA
- given-names: Javier
family-names: Rasero
website: https://jrasero.github.io/
affiliation: School of Data Science, University of Virginia, Viginia, USA
orcid: https://orcid.org/0000-0003-1661-2856
- given-names: Jean
family-names: Kossaifi
website: http://jeankossaifi.com/
affiliation: Imperial College London, London, UK
- given-names: Jean-Rémi
family-names: King
website: https://github.com/kingjr
affiliation: Meta AI, CNRS, Paris
- given-names: Jelle Roelof
family-names: Dalenberg
website: https://github.com/jrdalenberg
affiliation: University Medical Center Groningen, Groningen, The Netherlands
orcid: https://orcid.org/0000-0001-8580-5358
- given-names: Jeremy
family-names: Lefort-Besnard
website: https://jlefortbesnard.github.io/
affiliation: Inria Rennes, France
- given-names: Jerome
family-names: Dockes
website: https://jeromedockes.github.io/
affiliation: Origami lab, McGill University, Montréal, Canada
- given-names: Jerome-Alexis
family-names: Chevalier
website: https://github.com/ja-che
affiliation: Emerton Data
orcid: https://orcid.org/0000-0003-1959-3056
- given-names: Johannes
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
- given-names: Jona
family-names: Sassenhagen
website: https://github.com/jona-sassenhagen
- given-names: Joshua
family-names: Teves
website: https://github.com/jbteves
- given-names: Julia
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]
- given-names: Kevin
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
- given-names: Koen
family-names: Helwegen
website: https://github.com/koenhelwegen
affiliation: Dutch Connectome Lab, VU, Amsterdam, The Netherlands
orcid: https://orcid.org/0000-0002-1247-6626
- given-names: Konrad
family-names: Wagstyl
website: https://github.com/kwagstyl
orcid: https://orcid.org/0000-0003-3439-5808
- given-names: Konstantin
family-names: Shmelkov
website: https://github.com/kshmelkov
- given-names: Kshitij
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
- given-names: Kun
family-names: CHEN
website: https://chenkun.me
affiliation: University of Macau, Macau, China
email: [email protected]
orcid: https://orcid.org/0000-0002-9138-3195
- given-names: Leonard
family-names: Sasse
website: https://github.com/LeSasse
orcid: https://orcid.org/0000-0002-2400-3404
- given-names: Loic
family-names: Estève
website: https://github.com/lesteve
- given-names: Loic
family-names: Tetrel
website: https://ltetrel.github.io/
- given-names: Luz
family-names: Paz
website: https://github.com/luzpaz
- given-names: Manon
family-names: Pietrantoni
website: https://github.com/ManonP38
- given-names: Martin
family-names: Perez-Guevara
website: https://github.com/MartinPerez
affiliation: Criteo, France
- given-names: Martin
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
- given-names: Mathieu
family-names: Dugré
website: https://mathdugre.me
affiliation: Concordia University, Montréal, Canada
orcid: https://orcid.org/0000-0003-2828-6031
- given-names: Matthias
family-names: Ekman
website: https://github.com/mekman
affiliation: Donders Institute, Nijmegen, The Netherlands
orcid: https://orcid.org/0000-0003-1254-1392
- given-names: Matthieu
family-names: Joulot
website: https://github.com/MatthieuJoulot
affiliation: Aramis, Paris Brain Institute, Paris, France
email: [email protected]
- given-names: Maximilian Cosmo
family-names: Sitter
website: https://github.com/mcsitter
- given-names: Mehdi
family-names: Rahim
website: https://github.com/mrahim
affiliation: Air Liquide, France
- 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: 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: 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: 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://www.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: 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: 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: Tarun
family-names: Samanta
website: https://github.com/tarunsamanta2k20
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: 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: 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: 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
- given-names: Mia
family-names: Zwally
website: https://github.com/MIZwally
affiliation: DSST, National Institute of Mental Health, USA