Tianming Liu
According to our database1,
Tianming Liu
authored at least 264 papers
between 2000 and 2020.
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Bibliography
2020
MadDroid: Characterising and Detecting Devious Ad Content for Android Apps.
CoRR, 2020
2019
Recognizing Brain States Using Deep Sparse Recurrent Neural Network.
IEEE Trans. Med. Imaging, 2019
Identifying Brain Networks at Multiple Time Scales via Deep Recurrent Neural Network.
IEEE J. Biomedical and Health Informatics, 2019
Experimental Comparisons of Sparse Dictionary Learning and Independent Component Analysis for Brain Network Inference From fMRI Data.
IEEE Trans. Biomed. Engineering, 2019
Deep Learning Models Unveiled Functional Difference Between Cortical Gyri and Sulci.
IEEE Trans. Biomed. Engineering, 2019
A Distributed Computing Platform for fMRI Big Data Analytics.
IEEE Trans. Big Data, 2019
Discovering hierarchical common brain networks via multimodal deep belief network.
Medical Image Anal., 2019
Fast and scalable distributed deep convolutional autoencoder for fMRI big data analytics.
Neurocomputing, 2019
Training a Camera to Perform Long-Distance Eye Tracking by Another Eye-Tracker.
IEEE Access, 2019
Exploring Brain Hemodynamic Response Patterns via Deep Recurrent Autoencoder.
Proceedings of the Multimodal Brain Image Analysis and Mathematical Foundations of Computational Anatomy, 2019
Group-Wise Graph Matching of Cortical Gyral Hinges.
Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2019, 2019
3D Convolutional Long-Short Term Memory Network for Spatiotemporal Modeling of fMRI Data.
Proceedings of the Multimodal Brain Image Analysis and Mathematical Foundations of Computational Anatomy, 2019
Neural Architecture Search for Optimizing Deep Belief Network Models of fMRI Data.
Proceedings of the Multiscale Multimodal Medical Imaging - First International Workshop, 2019
Identification of Abnormal Cortical 3-Hinge Folding Patterns on Autism Spectral Brains.
Proceedings of the Multimodal Brain Image Analysis and Mathematical Foundations of Computational Anatomy, 2019
Multi-view Graph Matching of Cortical Landmarks.
Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2019, 2019
Species-Preserved Structural Connections Revealed by Sparse Tensor CCA.
Proceedings of the Multimodal Brain Image Analysis and Mathematical Foundations of Computational Anatomy, 2019
Identify Hierarchical Structures from Task-Based fMRI Data via Hybrid Spatiotemporal Neural Architecture Search Net.
Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2019, 2019
DaPanda: Detecting Aggressive Push Notifications in Android Apps.
Proceedings of the 34th IEEE/ACM International Conference on Automated Software Engineering, 2019
A Task Performance-guided Model of Functional Networks Identification.
Proceedings of the 16th IEEE International Symposium on Biomedical Imaging, 2019
Two-Stage Spatial Temporal Deep Learning Framework For Functional Brain Network Modeling.
Proceedings of the 16th IEEE International Symposium on Biomedical Imaging, 2019
A Two-Stage DBN-Based Method to Exploring Functional Brain Networks in Naturalistic Paradigm FMRI.
Proceedings of the 16th IEEE International Symposium on Biomedical Imaging, 2019
Explore the Hierarchical Auditory Information Processing Via Deep Convolutional Autoencoder.
Proceedings of the 16th IEEE International Symposium on Biomedical Imaging, 2019
Exploring Intrinsic Functional Differences of Gyri, Sulci and 2-Hinge, 3-Hinge Joints on Cerebral Cortex.
Proceedings of the 16th IEEE International Symposium on Biomedical Imaging, 2019
Simultaneous Spatial-Temporal Decomposition of Connectome-Scale Brain Networks by Deep Sparse Recurrent Auto-Encoders.
Proceedings of the Information Processing in Medical Imaging, 2019
2018
Learning to Predict Eye Fixations via Multiresolution Convolutional Neural Networks.
IEEE Trans. Neural Netw. Learning Syst., 2018
Modeling Task fMRI Data Via Deep Convolutional Autoencoder.
IEEE Trans. Med. Imaging, 2018
Probabilistic Methods in Computational Neuroscience.
IEEE/ACM Trans. Comput. Biology Bioinform., 2018
Automatic Recognition of fMRI-Derived Functional Networks Using 3-D Convolutional Neural Networks.
IEEE Trans. Biomed. Engineering, 2018
Temporal Dynamics Assessment of Spatial Overlap Pattern of Functional Brain Networks Reveals Novel Functional Architecture of Cerebral Cortex.
IEEE Trans. Biomed. Engineering, 2018
Dual Temporal and Spatial Sparse Representation for Inferring Group-Wise Brain Networks From Resting-State fMRI Dataset.
IEEE Trans. Biomed. Engineering, 2018
Decoding Auditory Saliency from Brain Activity Patterns during Free Listening to Naturalistic Audio Excerpts.
Neuroinformatics, 2018
Spatio-temporal modeling of connectome-scale brain network interactions via time-evolving graphs.
NeuroImage, 2018
Automatic recognition of holistic functional brain networks using iteratively optimized convolutional neural networks (IO-CNN) with weak label initialization.
Medical Image Anal., 2018
A Dictionary Learning Approach for Signal Sampling in Task-Based fMRI for Reduction of Big Data.
Front. Neuroinform., 2018
Optimization of macaque brain DMRI connectome by neuron tracing and myelin stain data.
Comput. Medical Imaging Graph., 2018
FraudDroid: automated ad fraud detection for Android apps.
Proceedings of the 2018 ACM Joint Meeting on European Software Engineering Conference and Symposium on the Foundations of Software Engineering, 2018
Modeling 4D fMRI Data via Spatio-Temporal Convolutional Neural Networks (ST-CNN).
Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2018, 2018
Towards MR-Only Radiotherapy Treatment Planning: Synthetic CT Generation Using Multi-view Deep Convolutional Neural Networks.
Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2018, 2018
Identification of Species-Preserved Cortical Landmarks.
Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2018, 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
Identifying Brain Networks of Multiple Time Scales via Deep Recurrent Neural Network.
Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2018, 2018
3D Deep Convolutional Neural Network Revealed the Value of Brain Network Overlap in Differentiating Autism Spectrum Disorder from Healthy Controls.
Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2018, 2018
Joint representation of cortical folding, structural connectivity and functional networks.
Proceedings of the 15th IEEE International Symposium on Biomedical Imaging, 2018
Modeling resting state fMRI data via longitudinal supervised stochastic coordinate coding.
Proceedings of the 15th IEEE International Symposium on Biomedical Imaging, 2018
Characterizing task-evoked and intrinsic functional networks from task-based fMRI data via two-stage sparse dictionary learning.
Proceedings of the 15th IEEE International Symposium on Biomedical Imaging, 2018
Latent source mining of fMRI data via deep belief network.
Proceedings of the 15th IEEE International Symposium on Biomedical Imaging, 2018
Modeling task fMRI data via mixture of deep expert networks.
Proceedings of the 15th IEEE International Symposium on Biomedical Imaging, 2018
Exploring intrinsic networks and their interactions using group wise temporal sparse coding.
Proceedings of the 15th IEEE International Symposium on Biomedical Imaging, 2018
A novel framework for analyzing cortical folding patterns based on sulcal baselines and gyral crestlines.
Proceedings of the 15th IEEE International Symposium on Biomedical Imaging, 2018
Dynamic Time-frequency Feature Extraction for Brain Activity Recognition.
Proceedings of the 40th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2018
2017
Transcriptome Architecture of Adult Mouse Brain Revealed by Sparse Coding of Genome-Wide In Situ Hybridization Images.
Neuroinformatics, 2017
Constructing fine-granularity functional brain network atlases via deep convolutional autoencoder.
Medical Image Anal., 2017
Task fMRI data analysis based on supervised stochastic coordinate coding.
Medical Image Anal., 2017
Gyral net: A new representation of cortical folding organization.
Medical Image Anal., 2017
Mechanisms of circumferential gyral convolution in primate brains.
Journal of Computational Neuroscience, 2017
Radial Structure Scaffolds Convolution Patterns of Developing Cerebral Cortex.
Front. Comput. Neurosci., 2017
Distributed rank-1 dictionary learning: Towards fast and scalable solutions for fMRI big data analytics.
CoRR, 2017
Fast assembling of neuron fragments in serial 3D sections.
Brain Informatics, 2017
Multi-way Regression Reveals Backbone of Macaque Structural Brain Connectivity in Longitudinal Datasets.
Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2017, 2017
Joint Representation of Connectome-Scale Structural and Functional Profiles for Identification of Consistent Cortical Landmarks in Human Brains.
Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2017, 2017
A novel framework for groupwise registration of fMRI images based on common functional networks.
Proceedings of the 14th IEEE International Symposium on Biomedical Imaging, 2017
Template-guided Functional Network Identification via Supervised Dictionary Learning.
Proceedings of the 14th IEEE International Symposium on Biomedical Imaging, 2017
Exploring human brain activation via nested sparse coding and functional operators.
Proceedings of the 14th IEEE International Symposium on Biomedical Imaging, 2017
Group-wise sparse representation of resting-state fMRI data for better understanding of schizophrenia.
Proceedings of the 14th IEEE International Symposium on Biomedical Imaging, 2017
Decoding dynamic auditory attention during naturalistic experience.
Proceedings of the 14th IEEE International Symposium on Biomedical Imaging, 2017
3-D functional brain network classification using Convolutional Neural Networks.
Proceedings of the 14th IEEE International Symposium on Biomedical Imaging, 2017
FMRI data classification based on hybrid temporal and spatial sparse representation.
Proceedings of the 14th IEEE International Symposium on Biomedical Imaging, 2017
Predicting cortical 3-hinge locations via structural connective features.
Proceedings of the 14th IEEE International Symposium on Biomedical Imaging, 2017
Inter-subject fMRI registration based on functional networks.
Proceedings of the 14th IEEE International Symposium on Biomedical Imaging, 2017
Modeling Task fMRI Data via Deep Convolutional Autoencoder.
Proceedings of the Information Processing in Medical Imaging, 2017
2016
Two-Stage Learning to Predict Human Eye Fixations via SDAEs.
IEEE Trans. Cybernetics, 2016
Predicting Movie Trailer Viewer's "Like/Dislike" via Learned Shot Editing Patterns.
IEEE Trans. Affective Computing, 2016
Group-wise consistent cortical parcellation based on connectional profiles.
Medical Image Anal., 2016
Automatic motion tracking and data analysis system for a rat.
Proceedings of the 2016 IEEE International Conference on Robotics and Biomimetics, 2016
Development of a human computer interaction system based on multi-modal gaze tracking methods.
Proceedings of the 2016 IEEE International Conference on Robotics and Biomimetics, 2016
What Makes a Good Movie Trailer?: Interpretation from Simultaneous EEG and Eyetracker Recording.
Proceedings of the 2016 ACM Conference on Multimedia Conference, 2016
Exploring Brain Networks via Structured Sparse Representation of fMRI Data.
Proceedings of the Medical Image Computing and Computer-Assisted Intervention - MICCAI 2016, 2016
A Multi-stage Sparse Coding Framework to Explore the Effects of Prenatal Alcohol Exposure.
Proceedings of the Medical Image Computing and Computer-Assisted Intervention - MICCAI 2016, 2016
Temporal Concatenated Sparse Coding of Resting State fMRI Data Reveal Network Interaction Changes in mTBI.
Proceedings of the Medical Image Computing and Computer-Assisted Intervention - MICCAI 2016, 2016
Species Preserved and Exclusive Structural Connections Revealed by Sparse CCA.
Proceedings of the Medical Image Computing and Computer-Assisted Intervention - MICCAI 2016, 2016
Discover Mouse Gene Coexpression Landscape Using Dictionary Learning and Sparse Coding.
Proceedings of the Medical Image Computing and Computer-Assisted Intervention - MICCAI 2016, 2016
Modeling Functional Dynamics of Cortical Gyri and Sulci.
Proceedings of the Medical Image Computing and Computer-Assisted Intervention - MICCAI 2016, 2016
Scalable Fast Rank-1 Dictionary Learning for fMRI Big Data Analysis.
Proceedings of the 22nd ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, 2016
Identifying autism biomarkers in default mode network using sparse representation of resting-state fMRI data.
Proceedings of the 13th IEEE International Symposium on Biomedical Imaging, 2016
Identifying group-wise consistent sub-networks via spatial sparse representation of natural stimulus FMRI data.
Proceedings of the 13th IEEE International Symposium on Biomedical Imaging, 2016
Group-wise sparse representation of brain states reveal network abnormalities in mild traumatic brain injury.
Proceedings of the 13th IEEE International Symposium on Biomedical Imaging, 2016
A data-driven method to study brain structural connectivities via joint analysis of microarray data and dMRI data.
Proceedings of the 13th IEEE International Symposium on Biomedical Imaging, 2016
Modeling functional network dynamics via multi-scale dictionary learning and network continuums.
Proceedings of the 13th IEEE International Symposium on Biomedical Imaging, 2016
Multple-demand system identification and characterization via sparse representations of fMRI data.
Proceedings of the 13th IEEE International Symposium on Biomedical Imaging, 2016
Latent source mining in FMRI data via deep neural network.
Proceedings of the 13th IEEE International Symposium on Biomedical Imaging, 2016
Exploring auditory network composition during free listening to audio excerpts via group-wise sparse representation.
Proceedings of the IEEE International Conference on Multimedia and Expo, 2016
Implementing dictionary learning in Apache Flink, Or: How I learned to relax and love iterations.
Proceedings of the 2016 IEEE International Conference on Big Data, 2016
Distributed rank-1 dictionary learning: Towards fast and scalable solutions for fMRI big data analytics.
Proceedings of the 2016 IEEE International Conference on Big Data, 2016
2015
Supervised Dictionary Learning for Inferring Concurrent Brain Networks.
IEEE Trans. Med. Imaging, 2015
Morphological Analysis of the Left Ventricular Endocardial Surface Using a Bag-of-Features Descriptor.
IEEE J. Biomedical and Health Informatics, 2015
Learning Computational Models of Video Memorability from fMRI Brain Imaging.
IEEE Trans. Cybernetics, 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
Guest Editorial Multimodal Modeling and Analysis Informed by Brain Imaging - Part 1.
IEEE Trans. Autonomous Mental Development, 2015
Sparsity-Constrained fMRI Decoding of Visual Saliency in Naturalistic Video Streams.
IEEE Trans. Autonomous Mental Development, 2015
Decoding Semantics Categorization during Natural Viewing of Video Streams.
IEEE Trans. Autonomous Mental Development, 2015
Arousal Recognition Using Audio-Visual Features and FMRI-Based Brain Response.
IEEE Trans. Affective Computing, 2015
Optimization of large-scale mouse brain connectome via joint evaluation of DTI and neuron tracing data.
NeuroImage, 2015
Sparse representation of whole-brain fMRI signals for identification of functional networks.
Medical Image Anal., 2015
Analysis of music/speech via integration of audio content and functional brain response.
Inf. Sci., 2015
HAFNI-enabled largescale platform for neuroimaging informatics (HELPNI).
Brain Informatics, 2015
SmartTracing: self-learning-based Neuron reconstruction.
Brain Informatics, 2015
Multi-scale and Multimodal Fusion of Tract-Tracing, Myelin Stain and DTI-derived Fibers in Macaque Brains.
Proceedings of the Medical Image Computing and Computer-Assisted Intervention - MICCAI 2015, 2015
Distance Networks for Morphological Profiling and Characterization of DICCCOL Landmarks.
Proceedings of the Medical Image Computing and Computer-Assisted Intervention - MICCAI 2015, 2015
Modeling Task FMRI Data via Supervised Stochastic Coordinate Coding.
Proceedings of the Medical Image Computing and Computer-Assisted Intervention - MICCAI 2015, 2015
Fiber Connection Pattern-Guided Structured Sparse Representation of Whole-Brain fMRI Signals for Functional Network Inference.
Proceedings of the Medical Image Computing and Computer-Assisted Intervention - MICCAI 2015, 2015
Longitudinal Analysis of Brain Recovery after Mild Traumatic Brain Injury Based on Groupwise Consistent Brain Network Clusters.
Proceedings of the Medical Image Computing and Computer-Assisted Intervention - MICCAI 2015, 2015
Characterizing and differentiating task-based and resting state FMRI signals via two-stage dictionary learning.
Proceedings of the 12th IEEE International Symposium on Biomedical Imaging, 2015
Group-wise consistent sulcal fundi segmentation based on DMRI-derived ODF features.
Proceedings of the 12th IEEE International Symposium on Biomedical Imaging, 2015
Interactive exemplar-based segmentation toolkit for biomedical image analysis.
Proceedings of the 12th IEEE International Symposium on Biomedical Imaging, 2015
Multiscale and multimodal fusion of tract-tracing and DTI-derived fibers in macaque brains.
Proceedings of the 12th IEEE International Symposium on Biomedical Imaging, 2015
Signal sampling for efficient sparse representation of resting state FMRI data.
Proceedings of the 12th IEEE International Symposium on Biomedical Imaging, 2015
Deriving ADHD biomarkers with sparse coding based network analysis.
Proceedings of the 12th IEEE International Symposium on Biomedical Imaging, 2015
Dynamic Bayesian brain network partition and connectivity change point detection.
Proceedings of the 5th IEEE International Conference on Computational Advances in Bio and Medical Sciences, 2015
Predicting eye fixations using convolutional neural networks.
Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2015
Learning coarse-to-fine sparselets for efficient object detection and scene classification.
Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2015
2014
Merging Neuroimaging and Multimedia: Methods, Opportunities, and Challenges.
IEEE Trans. Human-Machine Systems, 2014
Group-Wise FMRI Activation Detection on DICCCOL Landmarks.
Neuroinformatics, 2014
Fusing DTI and fMRI data: A survey of methods and applications.
NeuroImage, 2014
Interactive object-based image retrieval and annotation on iPad.
Multimedia Tools Appl., 2014
Characterization of U-shape streamline fibers: Methods and applications.
Medical Image Anal., 2014
Mathematical Approaches in Advanced Control Theories 2013.
J. Applied Mathematics, 2014
Video abstraction based on fMRI-driven visual attention model.
Inf. Sci., 2014
Clustering and retrieval of video shots based on natural stimulus fMRI.
Neurocomputing, 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
Construct and Assess Multimodal Mouse Brain Connectomes via Joint Modeling of Multi-scale DTI and Neuron Tracer Data.
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
Learning fMRI-guided predictor of video shot changes.
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
Exploring consistent functional brain networks during free viewing of videos via sparse representation.
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
Evolutionarily-preserved consistent gyral folding patterns across primate brains.
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
An Object-Oriented Visual Saliency Detection Framework Based on Sparse Coding Representations.
IEEE Trans. Circuits Syst. Video Techn., 2013
Grand Challenges in Mapping the Human Brain: NSF Workshop Report.
IEEE Trans. Biomed. Engineering, 2013
FMRI Signal Analysis Using Empirical Mean Curve Decomposition.
IEEE Trans. Biomed. Engineering, 2013
Meta-Analysis of Functional Roles of DICCCOLs.
Neuroinformatics, 2013
Detecting Brain State Changes via Fiber-Centered Functional Connectivity Analysis.
Neuroinformatics, 2013
Fine-Granularity Functional Interaction Signatures for Characterization of Brain Conditions.
Neuroinformatics, 2013
Resting State fMRI-guided Fiber Clustering: Methods and Applications.
Neuroinformatics, 2013
Predicting cortical ROIs via joint modeling of anatomical and connectional profiles.
Medical Image Anal., 2013
Characterization of task-free and task-performance brain states via functional connectome patterns.
Medical Image Anal., 2013
A Comparative Study of Theoretical Graph Models for Characterizing Structural Networks of Human Brain.
Int. J. Biomedical Imaging, 2013
Morphological Analusis Of The Left Ventricular Eendocardial Surface Using A Bag-Of-Features Descriptor
CoRR, 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
Modeling Dynamic Functional Information Flows on Large-Scale Brain Networks.
Proceedings of the Medical Image Computing and Computer-Assisted Intervention - MICCAI 2013, 2013
Assessing Structural Organization and Functional Interaction in Gyral, Sulcal and Cortical Networks.
Proceedings of the Multimodal Brain Image Analysis - Third International Workshop, 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
Identifying Group-Wise Consistent White Matter Landmarks via Novel Fiber Shape Descriptor.
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
Activated cliques: Network-based activation detection in task-based FMRI.
Proceedings of the 10th IEEE International Symposium on Biomedical Imaging: From Nano to Macro, 2013
Data-driven evaluation of functional connectivity metrics.
Proceedings of the 10th IEEE International Symposium on Biomedical Imaging: From Nano to Macro, 2013
Joint analysis of gyral folding and fiber shape patterns.
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
Functional brain interactions during free viewing of video stream.
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
Bridging the Semantic Gap via Functional Brain Imaging.
IEEE Trans. Multimedia, 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
Inferring consistent functional interaction patterns from natural stimulus FMRI data.
NeuroImage, 2012
Visual analytics of brain networks.
NeuroImage, 2012
Music/speech classification using high-level features derived from fmri brain imaging.
Proceedings of the 20th ACM Multimedia Conference, MM '12, Nara, Japan, October 29, 2012
Characterization of Task-Free/Task-Performance Brain States.
Proceedings of the Medical Image Computing and Computer-Assisted Intervention - MICCAI 2012, 2012
Constructing Fiber Atlases for Functional ROIs via fMRI-Guided DTI Image Registration.
Proceedings of the Multimodal Brain Image Analysis - Second International Workshop, 2012
Morphological Analysis of the Left Ventricular Endocardial Surface and Its Clinical Implications.
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
Optimization and Fiber-Centered Prediction of Functional Network ROIs.
Proceedings of the Intelligent Science and Intelligent Data Engineering, 2012
A Hybrid Point-Sets Clustering Approach to Identification of Resting State Functional Network.
Proceedings of the Pattern Recognition - Chinese Conference, 2012
2011
Complex span tasks and hippocampal recruitment during working memory.
NeuroImage, 2011
Identification of cortical landmarks based on structural connectivity to subcortical regions.
I. J. Computational Biology and Drug Design, 2011
A biologically inspired computational model for image saliency detection.
Proceedings of the 19th International Conference on Multimedia 2011, Scottsdale, AZ, USA, November 28, 2011
Predicting Functional Brain ROIs via Fiber Shape Models.
Proceedings of the Medical Image Computing and Computer-Assisted Intervention - MICCAI 2011, 2011
Fiber-Centered Granger Causality Analysis.
Proceedings of the Medical Image Computing and Computer-Assisted Intervention - MICCAI 2011, 2011
Resting State fMRI-Guided Fiber Clustering.
Proceedings of the Medical Image Computing and Computer-Assisted Intervention - MICCAI 2011, 2011
Assessing Regularity and Variability of Cortical Folding Patterns of Working Memory ROIs.
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
Assessing graph models for description of brain networks.
Proceedings of the 8th IEEE International Symposium on Biomedical Imaging: From Nano to Macro, 2011
Brain state change detection via fiber-centered functional connectivity analysis.
Proceedings of the 8th IEEE International Symposium on Biomedical Imaging: From Nano to Macro, 2011
Assessing the dynamics on functional brain networks using spectral graphy theory.
Proceedings of the 8th IEEE International Symposium on Biomedical Imaging: From Nano to Macro, 2011
Detection of hairline mandibular fracture using max-flow min-cut and Kolmogorov-Smirnov distance.
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
Retrieving video shots in semantic brain imaging space using manifold-ranking.
Proceedings of the 18th IEEE International Conference on Image Processing, 2011
Shape Analysis of the Left Ventricular Endocardial Surface and Its Application in Detecting Coronary Artery Disease.
Proceedings of the Functional Imaging and Modeling of the Heart, 2011
2010
A hybrid approach to automatic clustering of white matter fibers.
NeuroImage, 2010
Gyral folding pattern analysis via surface profiling.
NeuroImage, 2010
An automated pipeline for cortical sulcal fundi extraction.
Medical Image Anal., 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
Gyral parcellation of cortical surfaces via coupled flow field tracking.
Proceedings of the Medical Imaging 2010: Image Processing, 2010
Optimal combination of multiple cortical surface parcellations.
Proceedings of the Medical Imaging 2010: Image Processing, 2010
Automatic clustering of white matter fibers based on symbolic sequence analysis.
Proceedings of the Medical Imaging 2010: Image Processing, 2010
Fiber-Centered Analysis of Brain Connectivities Using DTI and Resting State FMRI Data.
Proceedings of the Medical Image Computing and Computer-Assisted Intervention, 2010
A Dynamic Skull Model for Simulation of Cerebral Cortex Folding.
Proceedings of the Medical Image Computing and Computer-Assisted Intervention, 2010
Predictive modeling of neuroanatomic structures for brain atrophy detection.
Proceedings of the Medical Imaging 2010: Computer-Aided Diagnosis, 2010
Automatic Cortical Gyral Parcellation Using Probabilistic Atlas and Graph Cuts.
Proceedings of the Medical Imaging and Augmented Reality - 5th International Workshop, 2010
Cortical Sulcal Bank Segmentation via Geometric Similarity Based Graph Partition.
Proceedings of the Medical Imaging and Augmented Reality - 5th International Workshop, 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
Joint analysis of cortical folding pattern, thickness and fiber density using structural and DTI data.
Proceedings of the 2010 IEEE International Symposium on Biomedical Imaging: From Nano to Macro, 2010
Cortical surface based identification of brain networks using high spatial resolution resting state FMRI data.
Proceedings of the 2010 IEEE International Symposium on Biomedical Imaging: From Nano to Macro, 2010
Joint analysis of fiber shape and cortical folding patterns.
Proceedings of the 2010 IEEE International Symposium on Biomedical Imaging: From Nano to Macro, 2010
Automated Cell Phase Classification for Zebrafish Fluorescence Microscope Images.
Proceedings of the 20th International Conference on Pattern Recognition, 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
Direction field diffusion on cortical surface via graph cuts.
Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2010
2009
Automatic cortical sulcal parcellation based on surface principal direction flow field tracking.
NeuroImage, 2009
Imaging informatics for personalised medicine: applications and challenges.
I. J. Functional Informatics and Personalised Medicine, 2009
Automated brain tumor segmentation using spatial accuracy-weighted hidden Markov Random Field.
Comput. Medical Imaging Graph., 2009
Review of methods for functional brain connectivity detection using fMRI.
Comput. Medical Imaging Graph., 2009
Deformation invariant attribute vector for deformable registration of longitudinal brain MR images.
Comput. Medical Imaging Graph., 2009
Parametric Representation of Cortical Surface Folding Based on Polynomials.
Proceedings of the Medical Image Computing and Computer-Assisted Intervention, 2009
A Computational Model of Cerebral Cortex Folding.
Proceedings of the Medical Image Computing and Computer-Assisted Intervention, 2009
Gyral Folding Pattern Analysis via Surface Profiling.
Proceedings of the Medical Image Computing and Computer-Assisted Intervention, 2009
Grouping of Brain MR Images via Affinity Propagation.
Proceedings of the International Symposium on Circuits and Systems (ISCAS 2009), 2009
2008
An Automated Method for Cell Detection in Zebrafish.
Neuroinformatics, 2008
Reconstruction of central cortical surface from brain MRI images: Method and application.
NeuroImage, 2008
ZFIQ: a software package for zebrafish biology.
Bioinformatics, 2008
A Novel Method for Cortical Sulcal Fundi Extraction.
Proceedings of the Medical Image Computing and Computer-Assisted Intervention, 2008
2007
Brain tissue segmentation based on DTI data.
NeuroImage, 2007
Least-square conformal brain mapping with spring energy.
Comput. Medical Imaging Graph., 2007
Reconstruction of Central Cortical Surface from Brain Mri Images: Method and Application.
Proceedings of the 2007 IEEE International Symposium on Biomedical Imaging: From Nano to Macro, 2007
Segmentation of Touching Cells Using Gradient Flow Tracking.
Proceedings of the 2007 IEEE International Symposium on Biomedical Imaging: From Nano to Macro, 2007
Deformable Registration of Dti and Spgr Images.
Proceedings of the 2007 IEEE International Symposium on Biomedical Imaging: From Nano to Macro, 2007
2006
76-Space analysis of grey matter diffusivity: Methods and applications.
NeuroImage, 2006
Stochastic Robust Stability Analysis for Markovian Jump Discrete-Time Delayed Neural Networks with Multiplicative Nonlinear Perturbations.
Proceedings of the Advances in Neural Networks - ISNN 2006, Third International Symposium on Neural Networks, Chengdu, China, May 28, 2006
Least square conformal mapping with spring energy.
Proceedings of the 2006 IEEE International Symposium on Biomedical Imaging: From Nano to Macro, 2006
Deformation invariant attribute vector for 3D image registration: method and validation.
Proceedings of the 2006 IEEE International Symposium on Biomedical Imaging: From Nano to Macro, 2006
Brain tissue segmentation based on DWI/DTI data.
Proceedings of the 2006 IEEE International Symposium on Biomedical Imaging: From Nano to Macro, 2006
2005
Robust Stability for Delayed Neural Networks with Nonlinear Perturbation.
Proceedings of the Advances in Neural Networks - ISNN 2005, Second International Symposium on Neural Networks, Chongqing, China, May 30, 2005
2004
Deformable Registration of Tumor-Diseased Brain Images.
Proceedings of the Medical Image Computing and Computer-Assisted Intervention -- MICCAI 2004, 2004
Predictive Modeling of Anatomic Structures Using Canonical Correlation Analysis.
Proceedings of the 2004 IEEE International Symposium on Biomedical Imaging: From Nano to Macro, 2004
2003
A novel video key-frame-extraction algorithm based on perceived motion energy model.
IEEE Trans. Circuits Syst. Video Techn., 2003
Deformable Registration of Cortical Structures via Hybrid Volumetric and Surface Warping.
Proceedings of the Medical Image Computing and Computer-Assisted Intervention, 2003
2002
A systematic rate controller for MPEG-4 FGS video streaming.
Multimedia Syst., 2002
Adaptive self-excitation groups in visual curve integration.
Neurocomputing, 2002
2001
A Content-Aware Rate Controller For Streamed Delivery Of MPEG-4 Fgs Video.
Proceedings of the 2001 IEEE International Conference on Multimedia and Expo, 2001
2000
Novel approach of combining temporal segmentation results to the region-binding process for separating moving objects from still background.
Proceedings of the Visual Communications and Image Processing 2000, 2000