Bernard Ng

According to our database, Bernard Ng authored at least 37 papers between 2006 and 2020.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2020

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, Sara Mostafavi

PLoS Comput. Biol., 2020

2018

Multimodal Brain Parcellation Based on Functional and Anatomical Connectivity.

Chendi Wang, Bernard Ng, Rafeef Garbi

Brain Connect., 2018

2017

Multimodal Brain Subnetwork Extraction Using Provincial Hub Guided Random Walks.

Chendi Wang, Bernard Ng, Rafeef Abugharbieh

Proceedings of the Information Processing in Medical Imaging, 2017

2016

Stable Overlapping Replicator Dynamics for Brain Community Detection.

Burak Yoldemir, Bernard Ng, Rafeef Abugharbieh

IEEE Trans. Medical Imaging, 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

Modularity Reinforcement for Improving Brain Subnetwork Extraction.

Chendi Wang, Bernard Ng, Rafeef Abugharbieh

Proceedings of the Medical Image Computing and Computer-Assisted Intervention - MICCAI 2016, 2016

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

Joint Feature Extraction from Functional Connectivity Graphs with Multi-task Feature Learning.

André Altmann, Bernard Ng

Proceedings of the 2015 International Workshop on Pattern Recognition in NeuroImaging, 2015

Node-Based Gaussian Graphical Model for Identifying Discriminative Brain Regions from Connectivity Graphs.

Bernard Ng, Anna-Clare Milazzo, André Altmann

Proceedings of the Machine Learning in Medical Imaging - 6th International Workshop, 2015

Coupled Stable Overlapping Replicator Dynamics for Multimodal Brain Subnetwork Identification.

Burak Yoldemir, Bernard Ng, Rafeef Abugharbieh

Proceedings of the Information Processing in Medical Imaging, 2015

Bootstrapped Permutation Test for Multiresponse Inference on Brain Behavior Associations.

Bernard Ng, Jean-Baptiste Poline, Bertrand Thirion, Michael D. Greicius

Proceedings of the Information Processing in Medical Imaging, 2015

2014

Transport on Riemannian Manifold for Functional Connectivity-Based Classification.

Bernard Ng, Martin Dressler, Gaël Varoquaux, Jean-Baptiste Poline, Michael D. Greicius, Bertrand Thirion

Proceedings of the Medical Image Computing and Computer-Assisted Intervention - MICCAI 2014, 2014

Effects of tractography approach on consistency between anatomical and functional connectivity estimates.

Burak Yoldemir, Bernard Ng, Rafeef Abugharbieh

Proceedings of the IEEE 11th International Symposium on Biomedical Imaging, 2014

2013

Overlapping Replicator Dynamics for Functional Subnetwork Identification.

Burak Yoldemir, Bernard Ng, Rafeef Abugharbieh

Proceedings of the Medical Image Computing and Computer-Assisted Intervention - MICCAI 2013, 2013

Implications of Inconsistencies between fMRI and dMRI on Multimodal Connectivity Estimation.

Bernard Ng, Gaël Varoquaux, Jean-Baptiste Poline, Bertrand Thirion

Proceedings of the Medical Image Computing and Computer-Assisted Intervention - MICCAI 2013, 2013

Fiber Connectivity Integrated Brain Activation Detection.

Burak Yoldemir, Bernard Ng, Todd S. Woodward, Rafeef Abugharbieh

Proceedings of the Information Processing in Medical Imaging, 2013

A Novel Sparse Group Gaussian Graphical Model for Functional Connectivity Estimation.

Bernard Ng, Gaël Varoquaux, Jean-Baptiste Poline, Bertrand Thirion

Proceedings of the Information Processing in Medical Imaging, 2013

Recent advances in supervised learning for brain graph classification.

Jonas Richiardi, Bernard Ng

Proceedings of the IEEE Global Conference on Signal and Information Processing, 2013

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

Modeling Brain Activation in fMRI Using Group MRF.

Bernard Ng, Ghassan Hamarneh, Rafeef Abugharbieh

IEEE Trans. Medical Imaging, 2012

Connectivity-informed Sparse Classifiers for fMRI Brain Decoding.

Bernard Ng, Viviana Siless, Gaël Varoquaux, Jean-Baptiste Poline, Bertrand Thirion, Rafeef Abugharbieh

Proceedings of the Second International Workshop on Pattern Recognition in NeuroImaging, 2012

Deconfounding the Effects of Resting State Activity on Task Activation Detection in fMRI.

Burak Yoldemir, Bernard Ng, Rafeef Abugharbieh

Proceedings of the Multimodal Brain Image Analysis - Second International Workshop, 2012

A Novel Sparse Graphical Approach for Multimodal Brain Connectivity Inference.

Bernard Ng, Gaël Varoquaux, Jean-Baptiste Poline, Bertrand Thirion

Proceedings of the Medical Image Computing and Computer-Assisted Intervention - MICCAI 2012, 2012

2011

Modeling Spatiotemporal Structure in fMRI Brain Decoding Using Generalized Sparse Classifiers.

Bernard Ng, Rafeef Abugharbieh

Proceedings of the 2011 International Workshop on Pattern Recognition in NeuroImaging, 2011

Connectivity-Informed fMRI Activation Detection.

Bernard Ng, Rafeef Abugharbieh, Gaël Varoquaux, Jean-Baptiste Poline, Bertrand Thirion

Proceedings of the Medical Image Computing and Computer-Assisted Intervention - MICCAI 2011, 2011

Generalized Sparse Regularization with Application to fMRI Brain Decoding.

Bernard Ng, Rafeef Abugharbieh

Proceedings of the Information Processing in Medical Imaging, 2011

Generalized group sparse classifiers with application in fMRI brain decoding.

Bernard Ng, Rafeef Abugharbieh

Proceedings of the 24th IEEE Conference on Computer Vision and Pattern Recognition, 2011

2010

Generalized Sparse Classifiers for Decoding Cognitive States in fMRI.

Bernard Ng, Arash Vahdat, Ghassan Hamarneh, Rafeef Abugharbieh

Proceedings of the Machine Learning in Medical Imaging, First International Workshop, 2010

Detecting Brain Activation in fMRI Using Group Random Walker.

Bernard Ng, Ghassan Hamarneh, Rafeef Abugharbieh

Proceedings of the Medical Image Computing and Computer-Assisted Intervention, 2010

Group MRF for fMRI activation detection.

Bernard Ng, Rafeef Abugharbieh, Ghassan Hamarneh

Proceedings of the Twenty-Third IEEE Conference on Computer Vision and Pattern Recognition, 2010

2009

Spatial Characterization of fMRI Activation Maps Using Invariant 3-D Moment Descriptors.

Bernard Ng, Rafeef Abugharbieh, Xuemei Huang, Martin J. McKeown

IEEE Trans. Medical Imaging, 2009

Functional Segmentation of fMRI Data Using Adaptive Non-negative Sparse PCA (ANSPCA).

Bernard Ng, Rafeef Abugharbieh, Martin J. McKeown

Proceedings of the Medical Image Computing and Computer-Assisted Intervention, 2009

Detecting Maximal Directional Changes in Spatial fMRI Response Using Canonical Correlation Analysis.

Bernard Ng, Rafeef Abugharbieh, Martin J. McKeown

Proceedings of the 2009 IEEE International Symposium on Biomedical Imaging: From Nano to Macro, Boston, MA, USA, June 28, 2009

Discovering Sparse Functional Brain Networks Using Group Replicator Dynamics (GRD).

Bernard Ng, Rafeef Abugharbieh, Martin J. McKeown

Proceedings of the Information Processing in Medical Imaging, 2009

2008

Inferring functional connectivity using spatial modulation measures of fMRI signals within brain regions of interest.

Bernard Ng, Rafeef Abugharbieh, Martin J. McKeown

Proceedings of the 2008 IEEE International Symposium on Biomedical Imaging: From Nano to Macro, 2008

2007

Characterizing Task-Related Temporal Dynamics of Spatial Activation Distributions in fMRI BOLD Signals.

Bernard Ng, Rafeef Abugharbieh, Samantha J. Palmer, Martin J. McKeown

Proceedings of the Medical Image Computing and Computer-Assisted Intervention - MICCAI 2007, 10th International Conference, Brisbane, Australia, October 29, 2007

2006

Characterizing fMRI Activations within Regions of Interest (ROIs) Using 3D Moment Invariants.

Bernard Ng, Rafeef Abugharbieh, Xuemei Huang, Martin J. McKeown

Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2006