메뉴 건너뛰기




Volumn 97, Issue 2, 2018, Pages 263-268

Statistical Challenges in “Big Data” Human Neuroimaging

Author keywords

[No Author keywords available]

Indexed keywords

DATA ANALYSIS; EFFECT SIZE; FUNCTIONAL MAGNETIC RESONANCE IMAGING; GRAY MATTER; HUMAN; IMAGE PROCESSING; MACHINE LEARNING; MATHEMATICAL MODEL; MULTIVARIATE ANALYSIS; NEUROANATOMY; NEUROIMAGING; PREDICTION; PRIORITY JOURNAL; SAMPLE SIZE; SENSITIVITY ANALYSIS; SHORT SURVEY; STATISTICAL ANALYSIS; WHITE MATTER; EPIDEMIOLOGY; INFORMATION PROCESSING; NUCLEAR MAGNETIC RESONANCE IMAGING; PHENOTYPE;

EID: 85044855807     PISSN: 08966273     EISSN: 10974199     Source Type: Journal    
DOI: 10.1016/j.neuron.2017.12.018     Document Type: Short Survey
Times cited : (250)

References (18)
  • 1
    • 84941292221 scopus 로고    scopus 로고
    • An integrated approach to correction for off-resonance effects and subject movement in diffusion MR imaging
    • Andersson, J.L.R., Sotiropoulos, S.N., An integrated approach to correction for off-resonance effects and subject movement in diffusion MR imaging. Neuroimage 125 (2016), 1063–1078.
    • (2016) Neuroimage , vol.125 , pp. 1063-1078
    • Andersson, J.L.R.1    Sotiropoulos, S.N.2
  • 2
    • 85018597877 scopus 로고    scopus 로고
    • Emerging global initiatives in neurogenetics: the enhancing neuroimaging genetics through meta-analysis (ENIGMA) consortium
    • Bearden, C.E., Thompson, P.M., Emerging global initiatives in neurogenetics: the enhancing neuroimaging genetics through meta-analysis (ENIGMA) consortium. Neuron 94 (2017), 232–236.
    • (2017) Neuron , vol.94 , pp. 232-236
    • Bearden, C.E.1    Thompson, P.M.2
  • 4
    • 85032748509 scopus 로고    scopus 로고
    • Comparison of sociodemographic and health-related characteristics of UK biobank participants with those of the general population
    • Fry, A., Littlejohns, T.J., Sudlow, C., Doherty, N., Adamska, L., Sprosen, T., Collins, R., Allen, N.E., Comparison of sociodemographic and health-related characteristics of UK biobank participants with those of the general population. Am. J. Epidemiol. 186 (2017), 1026–1034.
    • (2017) Am. J. Epidemiol. , vol.186 , pp. 1026-1034
    • Fry, A.1    Littlejohns, T.J.2    Sudlow, C.3    Doherty, N.4    Adamska, L.5    Sprosen, T.6    Collins, R.7    Allen, N.E.8
  • 5
    • 77954230363 scopus 로고    scopus 로고
    • Research domain criteria (RDoC): toward a new classification framework for research on mental disorders
    • Insel, T., Cuthbert, B., Garvey, M., Heinssen, R., Pine, D.S., Quinn, K., Sanislow, C., Wang, P., Research domain criteria (RDoC): toward a new classification framework for research on mental disorders. Am. J. Psychiatry 167 (2010), 748–751.
    • (2010) Am. J. Psychiatry , vol.167 , pp. 748-751
    • Insel, T.1    Cuthbert, B.2    Garvey, M.3    Heinssen, R.4    Pine, D.S.5    Quinn, K.6    Sanislow, C.7    Wang, P.8
  • 6
    • 84864028094 scopus 로고    scopus 로고
    • Significant correlation between a set of genetic polymorphisms and a functional brain network revealed by feature selection and sparse Partial Least Squares
    • Le Floch, E., Guillemot, V., Frouin, V., Pinel, P., Lalanne, C., Trinchera, L., Tenenhaus, A., Moreno, A., Zilbovicius, M., Bourgeron, T., et al. Significant correlation between a set of genetic polymorphisms and a functional brain network revealed by feature selection and sparse Partial Least Squares. Neuroimage 63 (2012), 11–24.
    • (2012) Neuroimage , vol.63 , pp. 11-24
    • Le Floch, E.1    Guillemot, V.2    Frouin, V.3    Pinel, P.4    Lalanne, C.5    Trinchera, L.6    Tenenhaus, A.7    Moreno, A.8    Zilbovicius, M.9    Bourgeron, T.10
  • 9
    • 85042678691 scopus 로고    scopus 로고
    • Collider scope: when selection bias can substantially influence observed associations
    • Published online September 27, 2017
    • Munafò, M.R., Tilling, K., Taylor, A.E., Evans, D.M., Davey Smith, G., Collider scope: when selection bias can substantially influence observed associations. Int. J. Epidemiol., 2017, 10.1093/ije/dyx206 Published online September 27, 2017.
    • (2017) Int. J. Epidemiol.
    • Munafò, M.R.1    Tilling, K.2    Taylor, A.E.3    Evans, D.M.4    Davey Smith, G.5
  • 10
    • 77951622706 scopus 로고
    • The central role of the propensity score in observational studies for causal effects
    • Rosenbaum, P.R., Rubin, D.B., The central role of the propensity score in observational studies for causal effects. Biometrika 70 (1983), 41–55.
    • (1983) Biometrika , vol.70 , pp. 41-55
    • Rosenbaum, P.R.1    Rubin, D.B.2
  • 11
    • 84894384080 scopus 로고    scopus 로고
    • Automatic denoising of functional MRI data: combining independent component analysis and hierarchical fusion of classifiers
    • Salimi-Khorshidi, G., Douaud, G., Beckmann, C.F., Glasser, M.F., Griffanti, L., Smith, S.M., Automatic denoising of functional MRI data: combining independent component analysis and hierarchical fusion of classifiers. Neuroimage 90 (2014), 449–468.
    • (2014) Neuroimage , vol.90 , pp. 449-468
    • Salimi-Khorshidi, G.1    Douaud, G.2    Beckmann, C.F.3    Glasser, M.F.4    Griffanti, L.5    Smith, S.M.6
  • 15
    • 84977578292 scopus 로고    scopus 로고
    • Statistically controlling for confounding constructs is harder than you think
    • Westfall, J., Yarkoni, T., Statistically controlling for confounding constructs is harder than you think. PLoS ONE, 11, 2016, e0152719.
    • (2016) PLoS ONE , vol.11 , pp. e0152719
    • Westfall, J.1    Yarkoni, T.2


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.