Bernard Ng

Publication Activity (10 Years)

Years Active: 2006-2020
Publications (10 Years): 6

Top Topics

Replicator Dynamics

Functional Connectivity

Community Detection

Top Venues

IEEE Trans. Medical Imaging

Publications

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, Sara Mostafavi
Deconvolving the contributions of cell-type heterogeneity on cortical gene expression. PLoS Comput. Biol. 16 (8) (2020)
Chendi Wang, Bernard Ng, Rafeef Garbi
Multimodal Brain Parcellation Based on Functional and Anatomical Connectivity. Brain Connect. 8 (10) (2018)
Chendi Wang, Bernard Ng, Rafeef Abugharbieh
Multimodal Brain Subnetwork Extraction Using Provincial Hub Guided Random Walks. IPMI (2017)
Bernard Ng, Gaël Varoquaux, Jean-Baptiste Poline, Michael D. Greicius, Bertrand Thirion
Transport on Riemannian Manifold for Connectivity-Based Brain Decoding. IEEE Trans. Medical Imaging 35 (1) (2016)
Burak Yoldemir, Bernard Ng, Rafeef Abugharbieh
Stable Overlapping Replicator Dynamics for Brain Community Detection. IEEE Trans. Medical Imaging 35 (2) (2016)
Chendi Wang, Bernard Ng, Rafeef Abugharbieh
Modularity Reinforcement for Improving Brain Subnetwork Extraction. MICCAI (1) (2016)
William R. Shirer, Heidi Jiang, Collin M. Price, Bernard Ng, Michael D. Greicius
Optimization of rs-fMRI Pre-processing for Enhanced Signal-Noise Separation, Test-Retest Reliability, and Group Discrimination. NeuroImage 117 (2015)
Bernard Ng, Jean-Baptiste Poline, Bertrand Thirion, Michael D. Greicius
Bootstrapped Permutation Test for Multiresponse Inference on Brain Behavior Associations. IPMI (2015)
André Altmann, Bernard Ng
Joint Feature Extraction from Functional Connectivity Graphs with Multi-task Feature Learning. PRNI (2015)
Burak Yoldemir, Bernard Ng, Rafeef Abugharbieh
Coupled Stable Overlapping Replicator Dynamics for Multimodal Brain Subnetwork Identification. IPMI (2015)
Bernard Ng, Anna-Clare Milazzo, André Altmann
Node-Based Gaussian Graphical Model for Identifying Discriminative Brain Regions from Connectivity Graphs. MLMI (2015)
Bernard Ng, Martin Dressler, Gaël Varoquaux, Jean-Baptiste Poline, Michael D. Greicius, Bertrand Thirion
Transport on Riemannian Manifold for Functional Connectivity-Based Classification. MICCAI (2) (2014)
Burak Yoldemir, Bernard Ng, Rafeef Abugharbieh
Effects of tractography approach on consistency between anatomical and functional connectivity estimates. ISBI (2014)
Burak Yoldemir, Bernard Ng, Todd S. Woodward, Rafeef Abugharbieh
Fiber Connectivity Integrated Brain Activation Detection. IPMI (2013)
Bernard Ng, Gaël Varoquaux, Jean-Baptiste Poline, Bertrand Thirion
A Novel Sparse Group Gaussian Graphical Model for Functional Connectivity Estimation. IPMI (2013)
Jonas Richiardi, Bernard Ng
Recent advances in supervised learning for brain graph classification. GlobalSIP (2013)
Bernard Ng, Gaël Varoquaux, Jean-Baptiste Poline, Bertrand Thirion
Implications of Inconsistencies between fMRI and dMRI on Multimodal Connectivity Estimation. MICCAI (3) (2013)
Burak Yoldemir, Bernard Ng, Rafeef Abugharbieh
Overlapping Replicator Dynamics for Functional Subnetwork Identification. MICCAI (2) (2013)
Bernard Ng, Martin J. McKeown, Rafeef Abugharbieh
Group Replicator Dynamics: A Novel Group-Wise Evolutionary Approach for Sparse Brain Network Detection. IEEE Trans. Medical Imaging 31 (3) (2012)
Burak Yoldemir, Bernard Ng, Rafeef Abugharbieh
Deconfounding the Effects of Resting State Activity on Task Activation Detection in fMRI. MBIA (2012)
Bernard Ng, Ghassan Hamarneh, Rafeef Abugharbieh
Modeling Brain Activation in fMRI Using Group MRF. IEEE Trans. Medical Imaging 31 (5) (2012)
Bernard Ng, Viviana Siless, Gaël Varoquaux, Jean-Baptiste Poline, Bertrand Thirion, Rafeef Abugharbieh
Connectivity-informed Sparse Classifiers for fMRI Brain Decoding. PRNI (2012)
Bernard Ng, Gaël Varoquaux, Jean-Baptiste Poline, Bertrand Thirion
A Novel Sparse Graphical Approach for Multimodal Brain Connectivity Inference. MICCAI (1) (2012)
Bernard Ng, Rafeef Abugharbieh, Gaël Varoquaux, Jean-Baptiste Poline, Bertrand Thirion
Connectivity-Informed fMRI Activation Detection. MICCAI (2) (2011)
Bernard Ng, Rafeef Abugharbieh
Modeling Spatiotemporal Structure in fMRI Brain Decoding Using Generalized Sparse Classifiers. PRNI (2011)
Bernard Ng, Rafeef Abugharbieh
Generalized Sparse Regularization with Application to fMRI Brain Decoding. IPMI (2011)
Bernard Ng, Rafeef Abugharbieh
Generalized group sparse classifiers with application in fMRI brain decoding. CVPR (2011)
Bernard Ng, Arash Vahdat, Ghassan Hamarneh, Rafeef Abugharbieh
Generalized Sparse Classifiers for Decoding Cognitive States in fMRI. MLMI (2010)
Bernard Ng, Rafeef Abugharbieh, Ghassan Hamarneh
Group MRF for fMRI activation detection. CVPR (2010)
Bernard Ng, Ghassan Hamarneh, Rafeef Abugharbieh
Detecting Brain Activation in fMRI Using Group Random Walker. MICCAI (2) (2010)
Bernard Ng, Rafeef Abugharbieh, Martin J. McKeown
Discovering Sparse Functional Brain Networks Using Group Replicator Dynamics (GRD). IPMI (2009)
Bernard Ng, Rafeef Abugharbieh, Martin J. McKeown
Detecting Maximal Directional Changes in Spatial fMRI Response Using Canonical Correlation Analysis. ISBI (2009)
Bernard Ng, Rafeef Abugharbieh, Xuemei Huang, Martin J. McKeown
Spatial Characterization of fMRI Activation Maps Using Invariant 3-D Moment Descriptors. IEEE Trans. Medical Imaging 28 (2) (2009)
Bernard Ng, Rafeef Abugharbieh, Martin J. McKeown
Functional Segmentation of fMRI Data Using Adaptive Non-negative Sparse PCA (ANSPCA). MICCAI (1) (2009)
Bernard Ng, Rafeef Abugharbieh, Martin J. McKeown
Inferring functional connectivity using spatial modulation measures of fMRI signals within brain regions of interest. ISBI (2008)
Bernard Ng, Rafeef Abugharbieh, Samantha J. Palmer, Martin J. McKeown
Characterizing Task-Related Temporal Dynamics of Spatial Activation Distributions in fMRI BOLD Signals. MICCAI (1) (2007)
Bernard Ng, Rafeef Abugharbieh, Xuemei Huang, Martin J. McKeown
Characterizing fMRI Activations within Regions of Interest (ROIs) Using 3D Moment Invariants. CVPR Workshops (2006)