Best practices in data analysis and sharing in neuroimaging using MRI

Nature Neuroscience

Volumn 20, Issue 3, 2017, Pages 299-303

  Nichols, Thomas E ^a   Das, Samir ^b,c   Eickhoff, Simon B ^d,e   Evans, Alan C ^b,c   Glatard, Tristan ^b,f   Hanke, Michael ^g,h   Kriegeskorte, Nikolaus ⁱ   Milham, Michael P ^j,k   Poldrack, Russell A ^l   Poline, Jean Baptiste ^m   Proal, Erika ⁿ   Thirion, Bertrand ^o   Van Essen, David C ^p   White, Tonya ^q   Yeo, B T Thomas ^r  

^a UNIVERSITY OF WARWICK   (United Kingdom)

^b MCGILL UNIVERSITY   (Canada)

^c MCGILL UNIVERSITY   (Canada)

^d FORSCHUNGSZENTRUM JÜLICH   (Germany)

^e HEINRICH HEINE UNIVERSITY   (Germany)

^f Gina Cody School of Engineering and Computer Science   (Canada)

^g OTTO VON GUERICKE UNIVERSITY   (Germany)

^h Center for Behavioral Brain Sciences   (Germany)

ⁱ MRC COGNITION AND BRAIN SCIENCES UNIT   (United Kingdom)

^j CHILD MIND INSTITUTE   (United States)

^k NATHAN S KLINE INSTITUTE FOR PSYCHIATRIC RESEARCH   (United States)

^l STANFORD UNIVERSITY   (United States)

^m UNIVERSITY OF CALIFORNIA   (United States)

ⁿ NEUROingenia Clinical and Research Center   (Mexico)

^o UNIVERSITÉ PARIS SACLAY   (France)

^p WASHINGTON UNIVERSITY   (United States)

^q ERASMUS MEDICAL CENTER   (Netherlands)

^r NATIONAL UNIVERSITY OF SINGAPORE   (Singapore)

more..

Author keywords

[No Author keywords available]

Indexed keywords

ALGORITHM; BRAIN MAPPING; DATA ANALYSIS; DATA ANALYSIS SOFTWARE; DATA SHARING; FUNCTIONAL MAGNETIC RESONANCE IMAGING; HUMAN; IMAGE ANALYSIS; IMAGE PROCESSING; IMAGING SOFTWARE; INFORMATION PROCESSING; MEDICAL RESEARCH; NEUROIMAGING; NUCLEAR MAGNETIC RESONANCE IMAGING; RELIABILITY; REPRODUCIBILITY; RESTING STATE NETWORK; REVIEW; STATISTICAL MODEL; FACTUAL DATABASE; INFORMATION DISSEMINATION; PROCEDURES;

BRAIN MAPPING; DATABASES, FACTUAL; HUMANS; INFORMATION DISSEMINATION; MAGNETIC RESONANCE IMAGING; NEUROIMAGING; REPRODUCIBILITY OF RESULTS;

EID: 85013836826     PISSN: 10976256     EISSN: 15461726     Source Type: Journal    
DOI: 10.1038/nn.4500     Document Type: Review

References (24)

1. Ioannidis, J.P.A. PLoS Med. 2, e124 (2005).
2. Open Science Collaboration. Science 349, aac4716 (2015).
3. Anonymous. Nature 515, 7 (2014).
4. Nichols, T.E. et al. bioRxiv https://doi. org/10.1101/054262 (2016).
5. Peng, R.D. Science 334, 1226-1227 (2011).
6. Bennett, C.M. & Miller, M.B. Cogn. Affect. Behav. Neurosci. 13, 690-702 (2013).
7. Schnack, H.G. et al. Hum. Brain Mapp. 31, 1967-1982 (2010).
8. Noble, S. et al. Neuroimage 277, 88-100 (2017).
9. Boekel, W. et al. Cortex 66, 115-133 (2015).
10. Kriegeskorte, N., Simmons, W.K., Bellgowan, P.S.F. & Baker, C.I. Nat. Neurosci. 12, 535-540 (2009).
11. Poldrack, R.A. et al. Neuroimage 40, 409-414 (2008).
12. Brakewood, B. & Poldrack, R.A. Neuroimage 82, 671-676 (2013).
13. Waskom, M.L., Kumaran, D., Gordon, A.M., Rissman, J. & Wagner, A.D. J. Neurosci. 34, 10743-10755 (2014).
14. Whitaker, K.J. et al. Proceedings of the National Academy of Sciences, 113, 9105-9110 (2016).
15. Pernet, C.R. et al. Neuroimage 119, 164-174 (2015).
16. Owens, B. Science 351, 329 (2016).
17. Mennes, M., Biswal, B.B., Castellanos, F.X. & Milham, M.P. Neuroimage 82, 683-691 (2013).
18. Gorgolewski, K.J. et al. Sci. Data 3, 160044 (2016).
19. Bulik-Sullivan, B.K. et al. Nat. Genet. 47, 291-295 (2015).
20. Salimi-Khorshidi, G., Smith, S.M., Keltner, J.R., Wager, T.D. & Nichols, T.E. Neuroimage 45, 810-823 (2009).
21. Goble, C. IEEE Internet Comput. 18, 4-8 (2014).
22. Glasser, M.F. et al. Nat. Neurosci. 19, 1175-1187 (2016).
23. Abraham, A. et al. Neuroimage 147, 736-745 (2016).
24. ISO. Statistics-Vocabulary and Symbols. Part 2: Applied Statistics. ISO 3534-2 (Second ed.) (ISO, 2006).