Journal Article

Ge, Tian, Nichols, Thomas E. , Ghosh, Debashis, Mormino, Elizabeth C., Smoller, Jordan W. and Sabuncu, Mert R. (2015) A kernel machine method for detecting effects of interaction between multidimensional variable sets : an imaging genetics application. NeuroImage, Volume 109 . pp. 505-514. doi:10.1016/j.neuroimage.2015.01.029 ISSN 1053-8119.

Ge, Tian, Nichols, Thomas E., Lee, Phil H., Holmes, Avram J., Roffman, Joshua L., Buckner, Randy L., Sabuncu , Mert R. and Smoller, Jordan W. (2015) Massively expedited genome-wide heritability analysis (MEGHA). Proceedings of the National Academy of Sciences of the United States of America, Volume 112 (Number 8). pp. 2479-2484. doi:10.1073/pnas.1415603112 ISSN 0027-8424 .

Ge, Tian, Tian, Xiaoying, Kurths, Jürgen, Feng, Jianfeng and Lin, Wei (2014) Achieving modulated oscillations by feedback control. Physical Review E (Statistical, Nonlinear, and Soft Matter Physics), Volume 90 (Number 2). Article number 022909. doi:10.1103/PhysRevE.90.022909 ISSN 1539-3755.

Ge, Tian, Müller-Lenke, Nicole, Bendfeldt, Kerstin, Nichols, Thomas E. and Johnson, Timothy D. (2014) Analysis of multiple sclerosis lesions via spatially varying coefficients. The Annals of Applied Statistics, Volume 8 (Number 2). pp. 1095-1118. doi:10.1214/14-AOAS718 ISSN 1932-6157.

Ge, Tian, Luo, Qiang, Grabenhorst, Fabian, Feng, Jianfeng and Rolls, Edmund T. (2013) Attention-dependent modulation of cortical taste circuits revealed by granger causality with signal-dependent noise. PLoS Computational Biology, 9 (10). . e1003265. doi:10.1371/journal.pcbi.1003265 ISSN 1553-7358.

Thompson, Paul M., Ge, Tian, Glahn, David C., Jahanshad, Neda and Nichols, Thomas E. (2013) Genetics of the connectome. NeuroImage, Volume 80 . pp. 475-488. doi:10.1016/j.neuroimage.2013.05.013 ISSN 1053-8119.

Tao, H., Guo, Shuixia, Ge, Tian, Kendrick, Keith M., Xue, Z., Liu, Zhening and Feng, Jianfeng (2013) Depression uncouples brain hate circuit. Molecular Psychiatry, Vol.18 . pp. 101-111. doi:10.1038/mp.2011.127 ISSN 1359-4184.

Ge, Tian, Feng, Jianfeng, Hibar, Derrek P., Thompson, Paul M. and Nichols, Thomas E. (2012) Increasing power for voxel-wise genome-wide association studies : the random field theory, least square kernel machines and fast permutation procedures. NeuroImage, Vol.63 (No.2). pp. 858-873. doi:10.1016/j.neuroimage.2012.07.012 ISSN 1053-8119.

Ge, Tian, Lin, Wei and Feng, Jianfeng (2012) Invariance principles allowing of non-lyapunov functions for estimating attractor of discrete dynamical systems. IEEE Transactions on Automatic Control, Vol.57 (No.2). pp. 500-505. doi:10.1109/TAC.2011.2164013 ISSN 0018-9286.

Ge, Tian, Cui, Yindong, Lin, W., Kurths, J. and Liu, C. (2012) Characterizing time series : when Granger causality triggers complex networks. New Journal of Physics, Volume 14 (Number 8). Article number 083028. doi:10.1088/1367-2630/14/8/083028 ISSN 1367-2630.

Luo, Qiang, Ge, Tian and Feng, Jianfeng (2011) Granger causality with signal-dependent noise. Neuroimage, Vol.57 (No.4). pp. 1422-1429. doi:10.1016/j.neuroimage.2011.05.054 ISSN 1053-8119.

Ge, Tian, Kendrick, Keith M. and Feng, Jianfeng (2009) A novel extended Granger Causal model approach demonstrates brain hemispheric differences during face recognition learning. PL o S Computational Biology, Vol.5 (No.11). doi:10.1371/journal.pcbi.1000570 ISSN 1553-734X.

Book Item

Taschler, Bernd, Ge, Tian, Bendfeldt, Kerstin, Müller-Lenke, Nicole, Johnson, Timothy D. and Nichols, Thomas E. (2014) Spatial modeling of multiple sclerosis for disease subtype prediction. In: Golland, Polina and Hata, Nobuhiko and Barillot, Christian and Haronegger, Joachim and Howe, Robert, (eds.) Medical Image Computing and Computer-Assisted Intervention – MICCAI 2014 : 17th International Conference, Boston, MA, USA, September 14-18, 2014, Proceedings, Part II. Lecture Notes in Computer Science, Volume 8674 . Springer International Publishing, pp. 797-804. ISBN 9783319104690

Thesis

Ge, Tian (2013) Some novel models and methods for neuroimaging data analysis. PhD thesis, University of Warwick.