Publications from Joint Analysis of Neuroimaging Data: High-Dimensional Problems, Spatiotemporal Models and Computation
Nathoo, F.S., Greenlaw, K., Lesperance, M.L. (May, 2016). Regularization parameter selection for a Bayesian multi-level group lasso regression model with application to imaging genomics. Pattern Recognition in Neuroimaging (PRNI), 2016 International Workshop on. IEEE.DOI: 10.1109/PRNI.2016.7552328. Preprint available on arXiv: https://arxiv.org/abs/1603.08163. Croteau, N., Nathoo, F.S., Cao, J., Budney, R. (August, 2016). High-dimensional classification for brain decoding. Big and Complex Data Analysis: Statistical Methodologies and Applications. Springer, Edited Volume, Ahmed, S. Ejaz (Ed.). Preprint available on arXiv:https://arxiv.org/abs/1504.02800. Shen Z, Wu Z, Chang D, Zhang W, Tram K, Lee C, Kim P, Salena BJ, Li Y. (2016). A Catalytic DNA Activated by a Specific Strain of Bacterial Pathogen. Angewandte Chemie. 55(7): 2431-4. Lee CH, Steiner T, Petrof EO, Smieja M, Roscoe D, Nematallah A, Weese JS, Collins S, Moayyedi, P, Crowther M, Ropeleski M, Jayaratne P, Higgins D, Li Y, Rau NV, Kim PT. (2016). Frozen vs fresh fecal microbiota transplantation and clinical resolution of diarrhea in patients with recurrent Clostridium difficile infection. A randomized clinical trial. JAMA: The Journal of the American Medical Association. 315(2): 142-149. Cornea E, Zhu H, Kim P, Ibrahim JG. (2016). Regression models on Riemannian symmetric spaces. Journal of the Royal Statistical Society, Series B. David J. Thomson and Frank L. Vernon (11/2016): Some comments on the analysis of ‘’big’’ scientific time series. Proceeding of the IEEE, 104, 22202249 . Emily Somerset (12/2017): Multitaper methods for cyclostationary feature detection in time series data: application to ACE interplanetary magnetic field data. M.Sc thesis. Claire Botler (12/2017): Seasonality of influenza: an investigation using time series spectral analysis and epidemiological models. M.Sc thesis. Jingyi Liang (01/2018): Modeling of dynamic computer experiments with both qualitative and quantitative variables. Francois Marshall, Glen Takahara, David Thomson (12/2017): A mutlitaper test for the detection of non-stationary processes using canonical correlation analysis. Draft for IEEE 2018 signal processing conference. Francois Marshall and David J. Thomson: (12/2017): Robust modedetection schemes in a non-stationary environment. Submitted. Charlotte Haley and David J. Thomson: (11/2017): On solar modulation of low energy galactic cosmic radiation. D.J. Thomson and F.L. Vernon, III. (2016) Some Comments on the Analysis of “Big” Scientific Time Series, (invited paper), Proc. of the IEEE, 32+ pp, in revision, to be published 2016.