Dietmar Cordes

Publication Activity (10 Years)

Years Active: 2006-2020
Publications (10 Years): 10

Top Topics

Canonical Correlation Analysis

Granger Causality

Top Venues

Medical Image Anal.

Int. J. Biomed. Imaging

Publications

Zhengshi Yang, Xiaowei Zhuang, Virendra Mishra, Karthik Ramakrishnan Sreenivasan, Dietmar Cordes
CAST: A multi-scale convolutional neural network based automated hippocampal subfield segmentation toolbox. NeuroImage 218 (2020)
Xiaowei Zhuang, Zhengshi Yang, Virendra Mishra, Karthik Ramakrishnan Sreenivasan, Charles Bernick, Dietmar Cordes
Single-scale time-dependent window-sizes in sliding-window dynamic functional connectivity analysis: A validation study. NeuroImage 220 (2020)
Zhengshi Yang, Xiaowei Zhuang, Karthik Ramakrishnan Sreenivasan, Virendra Mishra, Dietmar Cordes
Disentangling time series between brain tissues improves fMRI data quality using a time-dependent deep neural network. NeuroImage 223 (2020)
Zhengshi Yang, Xiaowei Zhuang, Karthik Ramakrishnan Sreenivasan, Virendra Mishra, Tim Curran, Dietmar Cordes
A robust deep neural network for denoising task-based fMRI data: An application to working memory and episodic memory. Medical Image Anal. 60 (2020)
Xiaowei Zhuang, Zhengshi Yang, Karthik Ramakrishnan Sreenivasan, Virendra Mishra, Tim Curran, Rajesh Nandy, Dietmar Cordes
Multivariate group-level analysis for task fMRI data with canonical correlation analysis. NeuroImage 194 (2019)
Zhengshi Yang, Xiaowei Zhuang, Karthik Ramakrishnan Sreenivasan, Virendra Mishra, Tim Curran, Richard Byrd, Rajesh Nandy, Dietmar Cordes
3D spatially-adaptive canonical correlation analysis: Local and global methods. NeuroImage 169 (2018)
Xiaowei Zhuang, R. R. Walsh, Karthik Ramakrishnan Sreenivasan, Zhengshi Yang, Virendra Mishra, Dietmar Cordes
Incorporating spatial constraint in co-activation pattern analysis to explore the dynamics of resting-state networks: An application to Parkinson's disease. NeuroImage 172 (2018)
Xiaowei Zhuang, Zhengshi Yang, Tim Curran, Richard Byrd, Rajesh Nandy, Dietmar Cordes
A family of locally constrained CCA models for detecting activation patterns in fMRI. NeuroImage 149 (2017)
Karthik Ramakrishnan Sreenivasan, Xiaowei Zhuang, Sarah J. Banks, Virendra Mishra, Zhengshi Yang, Gopikrishna Deshpande, Dietmar Cordes
Olfactory Network Differences in Master Sommeliers: Connectivity Analysis Using Granger Causality and Graph Theoretical Approach. Brain Connect. 7 (2) (2017)
Dietmar Cordes, Zhengshi Yang, Xiaowei Zhuang, Karthik Ramakrishnan Sreenivasan, Virendra Mishra, Le H. Hua
A new algebraic method for quantitative proton density mapping using multi-channel coil data. Medical Image Anal. 40 (2017)
Mingwu Jin, Tim Curran, Dietmar Cordes
Classification of amnestic mild cognitive impairment using fMRI. ISBI (2014)
Dietmar Cordes, Rajesh Nandy, Scott Schafer, Tor D. Wager
Characterization and reduction of cardiac- and respiratory-induced noise as a function of the sampling rate (TR) in fMRI. NeuroImage 89 (2014)
Mingwu Jin, Rajesh Nandy, Tim Curran, Dietmar Cordes
Extending Local Canonical Correlation Analysis to Handle General Linear Contrasts for fMRI Data. Int. J. Biomed. Imaging 2012 (2012)
Dietmar Cordes, Mingwu Jin, Tim Curran, Rajesh Nandy
The Smoothing Artifact of Spatially Constrained Canonical Correlation Analysis in Functional MRI. Int. J. Biomed. Imaging 2012 (2012)
Dietmar Cordes, Grit Herzmann, Rajesh Nandy, Tim Curran
Optimization of contrast detection power with probabilistic behavioral information. NeuroImage 60 (3) (2012)
Rajesh Nandy, Dietmar Cordes
A semi-parametric approach to estimate the family-wise error rate in fMRI using resting-state data. NeuroImage 34 (4) (2007)
Dietmar Cordes, Rajesh Nandy
Estimation of the intrinsic dimensionality of fMRI data. NeuroImage 29 (1) (2006)