Dajiang Zhu

According to our database1, Dajiang Zhu authored at least 73 papers between 2010 and 2019.

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Bibliography

2019
Experimental Comparisons of Sparse Dictionary Learning and Independent Component Analysis for Brain Network Inference From fMRI Data.
IEEE Trans. Biomed. Engineering, 2019

Discovering hierarchical common brain networks via multimodal deep belief network.
Medical Image Analysis, 2019

Accessing Latent Connectome of Mild Cognitive Impairment via Discriminant Structure Learning.
Proceedings of the 16th IEEE International Symposium on Biomedical Imaging, 2019

Identifying Configurational Abnormalities in Alzheimer'S Disease Progression Using Multi-View Structure Connectome.
Proceedings of the 16th IEEE International Symposium on Biomedical Imaging, 2019

Analyzing Mild Cognitive Impairment Progression via Multi-view Structural Learning.
Proceedings of the Information Processing in Medical Imaging, 2019

2018
Exploring Fiber Skeletons via Joint Representation of Functional Networks and Structural Connectivity.
Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2018, 2018

Exploring latent structures of Alzheimer's disease via structure learning.
Proceedings of the 15th IEEE International Symposium on Biomedical Imaging, 2018

Efficient Test-Time Predictor Learning With Group-Based Budget.
Proceedings of the Thirty-Second AAAI Conference on Artificial Intelligence, 2018

2017
Classification of Major Depressive Disorder via Multi-site Weighted LASSO Model.
Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2017, 2017

2016
Group-wise consistent cortical parcellation based on connectional profiles.
Medical Image Analysis, 2016

Embedded sparse representation of fMRI data via group-wise dictionary optimization.
Proceedings of the Medical Imaging 2016: Image Processing, 2016

Population learning of structural connectivity by white matter encoding and decoding.
Proceedings of the 13th IEEE International Symposium on Biomedical Imaging, 2016

2015
Holistic Atlases of Functional Networks and Interactions Reveal Reciprocal Organizational Architecture of Cortical Function.
IEEE Trans. Biomed. Engineering, 2015

Anatomy-Guided Dense Individualized and Common Connectivity-Based Cortical Landmarks (A-DICCCOL).
IEEE Trans. Biomed. Engineering, 2015

Sparse representation of whole-brain fMRI signals for identification of functional networks.
Medical Image Analysis, 2015

Genetic analysis of structural brain connectivity using DICCCOL models of diffusion MRI in 522 twins.
Proceedings of the 12th IEEE International Symposium on Biomedical Imaging, 2015

Heritability of brain network topology in 853 twins and siblings.
Proceedings of the 12th IEEE International Symposium on Biomedical Imaging, 2015

2014
Group-Wise FMRI Activation Detection on DICCCOL Landmarks.
Neuroinformatics, 2014

Fusing DTI and fMRI data: A survey of methods and applications.
NeuroImage, 2014

Intrinsic Functional Component Analysis via Sparse Representation on Alzheimer's Disease Neuroimaging Initiative Database.
Brain Connectivity, 2014

Decoding Auditory Saliency from FMRI Brain Imaging.
Proceedings of the ACM International Conference on Multimedia, MM '14, Orlando, FL, USA, November 03, 2014

Group-Wise Optimization of Common Brain Landmarks with Joint Structural and Functional Regulations.
Proceedings of the Medical Image Computing and Computer-Assisted Intervention - MICCAI 2014, 2014

Connectomics signature for characterizaton of mild cognitive impairment and schizophrenia.
Proceedings of the IEEE 11th International Symposium on Biomedical Imaging, 2014

Sparse representation of working memory processes based on fMRI data.
Proceedings of the IEEE 11th International Symposium on Biomedical Imaging, 2014

Group-wise consistent cortical parcellation based on DTI-derived connectional profiles.
Proceedings of the IEEE 11th International Symposium on Biomedical Imaging, 2014

Group-wise connection activation detection based on DICCCOL.
Proceedings of the IEEE 11th International Symposium on Biomedical Imaging, 2014

Detecting cell assembly interaction patterns via Bayesian based change-point detection and graph inference model.
Proceedings of the IEEE 11th International Symposium on Biomedical Imaging, 2014

Dynamic network partition via Bayesian connectivity bi-partition change point model.
Proceedings of the IEEE 11th International Symposium on Biomedical Imaging, 2014

Exploring functional brain dynamics via a Bayesian connectivity change point model.
Proceedings of the IEEE 11th International Symposium on Biomedical Imaging, 2014

Generalized fMRI activation detection via Bayesian magnitude change point model.
Proceedings of the IEEE 11th International Symposium on Biomedical Imaging, 2014

Discovering network-level functional interactions from working memory fMRI data.
Proceedings of the IEEE 11th International Symposium on Biomedical Imaging, 2014

Integrating group-wise functional brain activities via point processes.
Proceedings of the IEEE 11th International Symposium on Biomedical Imaging, 2014

Group-wise optimization and individualized prediction of structural connectomes.
Proceedings of the IEEE 11th International Symposium on Biomedical Imaging, 2014

2013
Representing and Retrieving Video Shots in Human-Centric Brain Imaging Space.
IEEE Trans. Image Processing, 2013

FMRI Signal Analysis Using Empirical Mean Curve Decomposition.
IEEE Trans. Biomed. Engineering, 2013

Meta-Analysis of Functional Roles of DICCCOLs.
Neuroinformatics, 2013

Fine-Granularity Functional Interaction Signatures for Characterization of Brain Conditions.
Neuroinformatics, 2013

Predicting cortical ROIs via joint modeling of anatomical and connectional profiles.
Medical Image Analysis, 2013

Characterization of task-free and task-performance brain states via functional connectome patterns.
Medical Image Analysis, 2013

Sparse Representation of Higher-Order Functional Interaction Patterns in Task-Based FMRI Data.
Proceedings of the Medical Image Computing and Computer-Assisted Intervention - MICCAI 2013, 2013

Modeling Cognitive Processes via Multi-stage Consistent Functional Response Detection.
Proceedings of the Multimodal Brain Image Analysis - Third International Workshop, 2013

Group-Wise FMRI Activation Detection on Corresponding Cortical Landmarks.
Proceedings of the Medical Image Computing and Computer-Assisted Intervention - MICCAI 2013, 2013

Sparse Representation of Group-Wise FMRI Signals.
Proceedings of the Medical Image Computing and Computer-Assisted Intervention - MICCAI 2013, 2013

Anatomy-Guided Discovery of Large-Scale Consistent Connectivity-Based Cortical Landmarks.
Proceedings of the Medical Image Computing and Computer-Assisted Intervention - MICCAI 2013, 2013

Predictive Models of Resting State Networks for Assessment of Altered Functional Connectivity in MCI.
Proceedings of the Medical Image Computing and Computer-Assisted Intervention - MICCAI 2013, 2013

Inferring functional network-based signatures via structurally-weighted LASSO model.
Proceedings of the 10th IEEE International Symposium on Biomedical Imaging: From Nano to Macro, 2013

Predicting functional cortical ROIs via joint modeling of anatomical and connectional profiles.
Proceedings of the 10th IEEE International Symposium on Biomedical Imaging: From Nano to Macro, 2013

Identifying functional connectomics abnormality in attention deficit hyperactivity disorder.
Proceedings of the 10th IEEE International Symposium on Biomedical Imaging: From Nano to Macro, 2013

Discovering common functional connectomics signatures.
Proceedings of the 10th IEEE International Symposium on Biomedical Imaging: From Nano to Macro, 2013

Construction of multi-scale brain networks via DICCCOL landmarks.
Proceedings of the 10th IEEE International Symposium on Biomedical Imaging: From Nano to Macro, 2013

Identifying consistent brain networks via maximizing predictability of functional connectome from structural connectome.
Proceedings of the 10th IEEE International Symposium on Biomedical Imaging: From Nano to Macro, 2013

Assessing regularity and variability of cortical folding patterns of dicccols.
Proceedings of the 10th IEEE International Symposium on Biomedical Imaging: From Nano to Macro, 2013

Exploring High-Order Functional Interactions via Structurally-Weighted LASSO Models.
Proceedings of the Information Processing in Medical Imaging, 2013

Construction of Multi-scale Common Brain Networks Based on DICCCOL.
Proceedings of the Information Processing in Medical Imaging, 2013

2012
Individual Functional ROI Optimization Via Maximization of Group-Wise Consistency of Structural and Functional Profiles.
Neuroinformatics, 2012

Optimization of functional brain ROIs via maximization of consistency of structural connectivity profiles.
NeuroImage, 2012

Visual analytics of brain networks.
NeuroImage, 2012

Characterization of Task-Free/Task-Performance Brain States.
Proceedings of the Medical Image Computing and Computer-Assisted Intervention - MICCAI 2012, 2012

Group-Wise Consistent Fiber Clustering Based on Multimodal Connectional and Functional Profiles.
Proceedings of the Medical Image Computing and Computer-Assisted Intervention - MICCAI 2012, 2012

Optimization of fMRI-Derived ROIs Based on Coherent Functional Interaction Patterns.
Proceedings of the Medical Image Computing and Computer-Assisted Intervention - MICCAI 2012, 2012

Inferring Group-Wise Consistent Multimodal Brain Networks via Multi-view Spectral Clustering.
Proceedings of the Medical Image Computing and Computer-Assisted Intervention - MICCAI 2012, 2012

Group-Wise Consistent Parcellation of Gyri via Adaptive Multi-view Spectral Clustering of Fiber Shapes.
Proceedings of the Medical Image Computing and Computer-Assisted Intervention - MICCAI 2012, 2012

2011
Identification of cortical landmarks based on structural connectivity to subcortical regions.
I. J. Computational Biology and Drug Design, 2011

Identification of Cortical Landmarks Based on Consistent Connectivity to Subcortical Structures.
Proceedings of the Multimodal Brain Image Analysis, First International Workshop, 2011

Predicting Functional Brain ROIs via Fiber Shape Models.
Proceedings of the Medical Image Computing and Computer-Assisted Intervention - MICCAI 2011, 2011

Optimization of functional brain ROIs via maximization of consistency of structural connectivity profiles.
Proceedings of the 8th IEEE International Symposium on Biomedical Imaging: From Nano to Macro, 2011

Fine granularity parcellation of gyrus via fiber shape and connectivity based features.
Proceedings of the 8th IEEE International Symposium on Biomedical Imaging: From Nano to Macro, 2011

Discovering Dense and Consistent Landmarks in the Brain.
Proceedings of the Information Processing in Medical Imaging, 2011

Activated Fibers: Fiber-Centered Activation Detection in Task-Based FMRI.
Proceedings of the Information Processing in Medical Imaging, 2011

2010
Individualized ROI Optimization via Maximization of Group-wise Consistency of Structural and Functional Profiles.
Proceedings of the Advances in Neural Information Processing Systems 23: 24th Annual Conference on Neural Information Processing Systems 2010. Proceedings of a meeting held 6-9 December 2010, 2010

Bridging low-level features and high-level semantics via fMRI brain imaging for video classification.
Proceedings of the 18th International Conference on Multimedia 2010, 2010

Automatic cortical surface parcellation based on fiber density information.
Proceedings of the 2010 IEEE International Symposium on Biomedical Imaging: From Nano to Macro, 2010

Human-centered attention models for video summarization.
Proceedings of the 12th International Conference on Multimodal Interfaces / 7. International Workshop on Machine Learning for Multimodal Interaction, 2010


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