Characterizing fMRI Activations within Regions of Interest (ROIs) Using 3D Moment Invariants. - Bernard Ng; Rafeef Abugharbieh; Xuemei Huang 002; Martin J. McKeown (CVPR Workshops, 2006)

Characterizing Task-Related Temporal Dynamics of Spatial Activation Distributions in fMRI BOLD Signals. - Bernard Ng; Rafeef Abugharbieh; Samantha J. Palmer; Martin J. McKeown (MICCAI (1), 2007)

Inferring functional connectivity using spatial modulation measures of fMRI signals within brain regions of interest. - Bernard Ng; Rafeef Abugharbieh; Martin J. McKeown (ISBI, 2008)

Discovering Sparse Functional Brain Networks Using Group Replicator Dynamics (GRD). - Bernard Ng; Rafeef Abugharbieh; Martin J. McKeown (IPMI, 2009)

Detecting Maximal Directional Changes in Spatial fMRI Response Using Canonical Correlation Analysis. - Bernard Ng; Rafeef Abugharbieh; Martin J. McKeown (ISBI, 2009)

Functional Segmentation of fMRI Data Using Adaptive Non-negative Sparse PCA (ANSPCA). - Bernard Ng; Rafeef Abugharbieh; Martin J. McKeown (MICCAI (1), 2009)

Spatial Characterization of fMRI Activation Maps Using Invariant 3-D Moment Descriptors. - Bernard Ng; Rafeef Abugharbieh; Xuemei Huang 002; Martin J. McKeown (IEEE Trans. Medical Imaging, 2009)

Group MRF for fMRI activation detection. - Bernard Ng; Rafeef Abugharbieh; Ghassan Hamarneh (CVPR, 2010)

Detecting Brain Activation in fMRI Using Group Random Walker. - Bernard Ng; Ghassan Hamarneh; Rafeef Abugharbieh (MICCAI (2), 2010)

Generalized Sparse Classifiers for Decoding Cognitive States in fMRI. - Bernard Ng; Arash Vahdat; Ghassan Hamarneh; Rafeef Abugharbieh (MLMI, 2010)

Generalized group sparse classifiers with application in fMRI brain decoding. - Bernard Ng; Rafeef Abugharbieh (CVPR, 2011)

Generalized Sparse Regularization with Application to fMRI Brain Decoding. - Bernard Ng; Rafeef Abugharbieh (IPMI, 2011)

Connectivity-Informed fMRI Activation Detection. - Bernard Ng; Rafeef Abugharbieh; Gaël Varoquaux; Jean-Baptiste Poline; Bertrand Thirion (MICCAI (2), 2011)

Modeling Spatiotemporal Structure in fMRI Brain Decoding Using Generalized Sparse Classifiers. - Bernard Ng; Rafeef Abugharbieh (PRNI, 2011)

A Novel Sparse Graphical Approach for Multimodal Brain Connectivity Inference. - Bernard Ng; Gaël Varoquaux; Jean-Baptiste Poline; Bertrand Thirion (MICCAI (1), 2012)

Deconfounding the Effects of Resting State Activity on Task Activation Detection in fMRI. - Burak Yoldemir; Bernard Ng; Rafeef Abugharbieh (MBIA, 2012)

Connectivity-informed Sparse Classifiers for fMRI Brain Decoding. - Bernard Ng; Viviana Siless; Gaël Varoquaux; Jean-Baptiste Poline; Bertrand Thirion; Rafeef Abugharbieh (PRNI, 2012)

Modeling Brain Activation in fMRI Using Group MRF. - Bernard Ng; Ghassan Hamarneh; Rafeef Abugharbieh (IEEE Trans. Medical Imaging, 2012)

Group Replicator Dynamics: A Novel Group-Wise Evolutionary Approach for Sparse Brain Network Detection. - Bernard Ng; Martin J. McKeown; Rafeef Abugharbieh (IEEE Trans. Medical Imaging, 2012)

Recent advances in supervised learning for brain graph classification. - Jonas Richiardi; Bernard Ng (GlobalSIP, 2013)

A Novel Sparse Group Gaussian Graphical Model for Functional Connectivity Estimation. - Bernard Ng; Gaël Varoquaux; Jean-Baptiste Poline; Bertrand Thirion (IPMI, 2013)

Fiber Connectivity Integrated Brain Activation Detection. - Burak Yoldemir; Bernard Ng; Todd S. Woodward; Rafeef Abugharbieh (IPMI, 2013)

Implications of Inconsistencies between fMRI and dMRI on Multimodal Connectivity Estimation. - Bernard Ng; Gaël Varoquaux; Jean-Baptiste Poline; Bertrand Thirion (MICCAI (3), 2013)

Overlapping Replicator Dynamics for Functional Subnetwork Identification. - Burak Yoldemir; Bernard Ng; Rafeef Abugharbieh (MICCAI (2), 2013)

Effects of tractography approach on consistency between anatomical and functional connectivity estimates. - Burak Yoldemir; Bernard Ng; Rafeef Abugharbieh (ISBI, 2014)

Transport on Riemannian Manifold for Functional Connectivity-Based Classification. - Bernard Ng; Martin Dressler; Gaël Varoquaux; Jean-Baptiste Poline; Michael D. Greicius; Bertrand Thirion (MICCAI (2), 2014)

Bootstrapped Permutation Test for Multiresponse Inference on Brain Behavior Associations. - Bernard Ng; Jean-Baptiste Poline; Bertrand Thirion; Michael D. Greicius (IPMI, 2015)

Coupled Stable Overlapping Replicator Dynamics for Multimodal Brain Subnetwork Identification. - Burak Yoldemir; Bernard Ng; Rafeef Abugharbieh (IPMI, 2015)

Node-Based Gaussian Graphical Model for Identifying Discriminative Brain Regions from Connectivity Graphs. - Bernard Ng; Anna-Clare Milazzo; André Altmann (MLMI, 2015)

Joint Feature Extraction from Functional Connectivity Graphs with Multi-task Feature Learning. - André Altmann; Bernard Ng (PRNI, 2015)

Optimization of rs-fMRI Pre-processing for Enhanced Signal-Noise Separation, Test-Retest Reliability, and Group Discrimination. - William R. Shirer; Heidi Jiang; Collin M. Price; Bernard Ng; Michael D. Greicius (NeuroImage, 2015)

Modularity Reinforcement for Improving Brain Subnetwork Extraction. - Chendi Wang; Bernard Ng; Rafeef Abugharbieh (MICCAI (1), 2016)

Transport on Riemannian Manifold for Connectivity-Based Brain Decoding. - Bernard Ng; Gaël Varoquaux; Jean-Baptiste Poline; Michael D. Greicius; Bertrand Thirion (IEEE Trans. Medical Imaging, 2016)

Stable Overlapping Replicator Dynamics for Brain Community Detection. - Burak Yoldemir; Bernard Ng; Rafeef Abugharbieh (IEEE Trans. Medical Imaging, 2016)

Multimodal Brain Subnetwork Extraction Using Provincial Hub Guided Random Walks. - Chendi Wang; Bernard Ng; Rafeef Abugharbieh (IPMI, 2017)

Multimodal Brain Parcellation Based on Functional and Anatomical Connectivity. - Chendi Wang; Bernard Ng; Rafeef Garbi (Brain Connect., 2018)

Deconvolving the contributions of cell-type heterogeneity on cortical gene expression. - Ellis Patrick; Mariko Taga; Ayla Ergün; Bernard Ng; William Casazza; Maria Cimpean; Christina Yung; Julie A. Schneider; David A. Bennett; Chris Gaiteri; Philip L. De Jager; Elizabeth M. Bradshaw; et al. (PLoS Comput. Biol., 2020)