The Neuro Bureau ADHD-200 Preprocessed repository

NeuroImage
Pierre BellecR Cameron Craddock

Abstract

In 2011, the "ADHD-200 Global Competition" was held with the aim of identifying biomarkers of attention-deficit/hyperactivity disorder from resting-state functional magnetic resonance imaging (rs-fMRI) and structural MRI (s-MRI) data collected on 973 individuals. Statisticians and computer scientists were potentially the most qualified for the machine learning aspect of the competition, but generally lacked the specialized skills to implement the necessary steps of data preparation for rs-fMRI. Realizing this barrier to entry, the Neuro Bureau prospectively collaborated with all competitors by preprocessing the data and sharing these results at the Neuroimaging Informatics Tools and Resources Clearinghouse (NITRC) (http://www.nitrc.org/frs/?group_id=383). This "ADHD-200 Preprocessed" release included multiple analytical pipelines to cater to different philosophies of data analysis. The processed derivatives included denoised and registered 4D fMRI volumes, regional time series extracted from brain parcellations, maps of 10 intrinsic connectivity networks, fractional amplitude of low frequency fluctuation, and regional homogeneity, along with grey matter density maps. The data was used by several teams who competed in the ADHD-2...Continue Reading

References

Mar 1, 1994·Journal of Computer Assisted Tomography·D Louis CollinsA C Evans
Oct 1, 1995·Magnetic Resonance in Medicine : Official Journal of the Society of Magnetic Resonance in Medicine·Bharat B BiswalJ S Hyde
Jun 1, 1996·Computers and Biomedical Research, an International Journal·Robert W Cox
Jun 9, 1998·IEEE Transactions on Medical Imaging·J G SledAlan C Evans
Nov 26, 1999·Magnetic Resonance in Medicine : Official Journal of the Society of Magnetic Resonance in Medicine·Robert W Cox, A Jesmanowicz
Jun 22, 2000·NeuroImage·John Ashburner, Karl J Friston
Jul 27, 2000·Human Brain Mapping·J L LancasterP T Fox
Oct 23, 2002·Human Brain Mapping·Stephen M Smith
Oct 27, 2004·NeuroImage·Stephen M SmithPaul M Matthews
Jun 16, 2005·NeuroImage·John Ashburner, Karl J Friston
Jun 25, 2005·Proceedings of the National Academy of Sciences of the United States of America·Michael D FoxMarcus E Raichle
Jul 5, 2005·The American Journal of Psychiatry·Jean A FrazierJoseph Biederman
Aug 16, 2005·NeuroImage·Torben E LundThomas E Nichols
Oct 26, 2005·NeuroImage·Pierre BellecHabib Benali
Feb 2, 2006·Schizophrenia Research·Nikos MakrisLarry J Seidman
Oct 19, 2006·Biological Psychiatry·Jill M GoldsteinMing T Tsuang
Jan 16, 2007·Magnetic Resonance Imaging·Vincent PerlbargHabib Benali
Sep 1, 2007·NeuroImage·John Ashburner
Apr 25, 2009·NeuroImage·Jong Geun Park, Chulhee Lee
Jul 27, 2010·NeuroImage·Vladimir FonovBrain Development Cooperative Group
Sep 11, 2010·Science·Nico U F DosenbachBradley L Schlaggar
Nov 12, 2010·The Journal of Neuroscience : the Official Journal of the Society for Neuroscience·Xi-Nian ZuoMichael P Milham
Jul 20, 2011·Human Brain Mapping·R Cameron CraddockHelen S Mayberg
Aug 4, 2011·NeuroImage·Koene R A Van DijkRandy L Buckner
Jan 17, 2012·NeuroImage·Shahab Kadkhodaeian Bakhtiari, Gholam-Ali Hossein-Zadeh
Feb 22, 2012·Trends in Cognitive Sciences·Clare KellyMichael P Milham
Aug 23, 2012·Frontiers in Systems Neuroscience·John B ColbyZarrar Shehzad
Sep 13, 2012·Frontiers in Systems Neuroscience·Ani EloyanBrian Caffo
Sep 13, 2012·Frontiers in Systems Neuroscience·Dai DaiHuiguang He
Sep 28, 2012·Frontiers in Systems Neuroscience·João Ricardo SatoLuis Augusto Rohde
Oct 2, 2012·Frontiers in Systems Neuroscience·Che-Wei ChangJyh-Horng Chen
Oct 13, 2012·Frontiers in Systems Neuroscience·Emanuele OlivettiPaolo Avesani
Nov 6, 2012·NeuroImage·Maarten MennesMichael P Milham
Dec 26, 2012·Frontiers in Systems Neuroscience·Jason W BohlandLeo Grady
Apr 16, 2013·NeuroImage·Gaël Varoquaux, R Cameron Craddock
May 2, 2013·NeuroImage·Francisco X CastellanosMichael P Milham
May 21, 2013·European Journal of Radiology·Xunheng WangZuhong Lu
May 28, 2013·Brain Connectivity·Ziad S SaadRobert W Cox
May 28, 2013·NeuroImage·R Cameron CraddockStephen M LaConte
Oct 10, 2013·Scientific Reports·Y YaoJ F Feng
Jan 15, 2014·Frontiers in Human Neuroscience·Chao-Gan YanMichael P Milham
Mar 19, 2014·The Analyst·Sabyasachi Bandyopadhyay, Abhishek Dey
Jan 1, 2013·Journal of the American Statistical Association·Hua ZhouHongtu Zhu
Jun 7, 2014·Frontiers in Neuroinformatics·Tarek SherifAlan C Evans
Sep 19, 2014·Neuron·Adriana Di MartinoMichael P Milham
Oct 14, 2014·BioMed Research International·Anderson dos Santos SiqueiraJoão Ricardo Sato
Mar 27, 2015·GigaScience·R Cameron CraddockMichael P Milham
Mar 31, 2015·Human Brain Mapping·Susana CarmonaJorge Sepulcre
May 13, 2015·Frontiers in Neuroinformatics·Tristan GlatardAlan C Evans
Aug 28, 2015·NeuroImage·Jesse A Brown, John D Van Horn
Apr 5, 2016·GigaScience·R Cameron CraddockTing Xu
Jun 23, 2016·The Annals of Applied Statistics·Philip T ReissR Todd Ogden
Mar 1, 2015·Brain Informatics·Emanuele OlivettiPaolo Avesani

Citations

Apr 21, 2017·Depression and Anxiety·Michael P MilhamArno Klein
Nov 21, 2017·F1000Research·Krzysztof J GorgolewskiRussell A Poldrack
Feb 17, 2018·Statistical Methods in Medical Research·Rohana J KarunamuniWei Tu
Jan 13, 2019·Scientific Reports·Alessandro CrimiDiego Sona
Nov 22, 2019·Frontiers in Neuroinformatics·Patrick McClureFrancisco Pereira
May 27, 2020·Journal of Neural Engineering·Hamidreza Hakimdavoodi, Maryam Amirmazlaghani
Jun 7, 2020·Neuroinformatics·Carlos Sevilla-SalcedoAlzheimer’s Disease Neuroimaging Initiative
Aug 22, 2017·Frontiers in Human Neuroscience·Christopher R Madan
Jul 17, 2020·Frontiers in Integrative Neuroscience·Jacqueline Fifi SaadMayuresh S Korgaonkar
Oct 9, 2020·Brain Connectivity·Gowtham Krishnan MurugesanJoseph A Maldjian

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