Brain maturation: predicting individual BrainAGE in children and adolescents using structural MRI.

作者: Katja Franke , Eileen Luders , Arne May , Marko Wilke , Christian Gaser

DOI: 10.1016/J.NEUROIMAGE.2012.08.001

关键词:

摘要: BACKGROUND: Neural development during human childhood and adolescence involves highly coordinated and sequenced events, characterized by both progressive and …

参考文章(53)
Bernhard Schölkopf, Alexander J. Smola, Learning with Kernels The MIT Press. pp. 626- ,(2018) , 10.7551/MITPRESS/4175.001.0001
Michael E. Tipping, Anita C. Faul, Fast Marginal Likelihood Maximisation for Sparse Bayesian Models. international conference on artificial intelligence and statistics. ,(2003)
Michael E Tipping, Sparse bayesian learning and the relevance vector machine Journal of Machine Learning Research. ,vol. 1, pp. 211- 244 ,(2001) , 10.1162/15324430152748236
Christopher M. Bishop, Pattern Recognition and Machine Learning ,(2006)
A. Giorgio, K.E. Watkins, G. Douaud, A.C. James, S. James, N. De Stefano, P.M. Matthews, S.M. Smith, H. Johansen-Berg, Changes in white matter microstructure during adolescence. NeuroImage. ,vol. 39, pp. 52- 61 ,(2008) , 10.1016/J.NEUROIMAGE.2007.07.043
Katie A. McLaughlin, Nathan A. Fox, Charles H. Zeanah, Margaret A. Sheridan, Peter Marshall, Charles A. Nelson, Delayed maturation in brain electrical activity partially explains the association between early environmental deprivation and symptoms of attention-deficit/hyperactivity disorder. Biological Psychiatry. ,vol. 68, pp. 329- 336 ,(2010) , 10.1016/J.BIOPSYCH.2010.04.005
A. Giorgio, K.E. Watkins, M. Chadwick, S. James, L. Winmill, G. Douaud, N. De Stefano, P.M. Matthews, S.M. Smith, H. Johansen-Berg, A.C. James, Longitudinal changes in grey and white matter during adolescence NeuroImage. ,vol. 49, pp. 94- 103 ,(2010) , 10.1016/J.NEUROIMAGE.2009.08.003
M. Wilke, V.J. Schmithorst, S.K. Holland, Normative pediatric brain data for spatial normalization and segmentation differs from standard adult data. Magnetic Resonance in Medicine. ,vol. 50, pp. 749- 757 ,(2003) , 10.1002/MRM.10606