Tianzi Jiang

According to our database1, Tianzi Jiang authored at least 172 papers between 1996 and 2024.

Collaborative distances:
  • Dijkstra number2 of four.
  • Erdős number3 of four.

Timeline

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Bibliography

2024
FFCM-MRF: An accurate and generalizable cerebrovascular segmentation pipeline for humans and rhesus monkeys based on TOF-MRA.
Comput. Biol. Medicine, March, 2024

Multimodal Fusion of Brain Imaging Data: Methods and Applications.
Mach. Intell. Res., February, 2024

2023
MLDA: Multi-Loss Domain Adaptor for Cross-Session and Cross-Emotion EEG-Based Individual Identification.
IEEE J. Biomed. Health Informatics, December, 2023

Sparse estimation via lower-order penalty optimization methods in high-dimensional linear regression.
J. Glob. Optim., February, 2023

Towards best practice of interpreting deep learning models for EEG-based brain computer interfaces.
Frontiers Comput. Neurosci., February, 2023

Digital twin brain: a bridge between biological intelligence and artificial intelligence.
CoRR, 2023

EEG-Based Subject-Independent Depression Detection Using Dynamic Convolution and Feature Adaptation.
Proceedings of the Advances in Swarm Intelligence - 14th International Conference, 2023

An Individualized Cortical Mapping of Macaque Brain Using Fusion Joint Embedding.
Proceedings of the 20th IEEE International Symposium on Biomedical Imaging, 2023

Generalization Across Subjects and Sessions for EEG-based Emotion Recognition Using Multi-source Attention-based Dynamic Residual Transfer.
Proceedings of the International Joint Conference on Neural Networks, 2023

Developmental Trajectory of Cerebral Lateralization.
Proceedings of the 15th International Conference on Bioinformatics and Biomedical Technology, 2023

Fast and Adaptive Construction of Gyral Morphological Networks Based on Morphometric Features of Cortical Surface.
Proceedings of the 45th Annual International Conference of the IEEE Engineering in Medicine & Biology Society, 2023

Benchmarking EEG-based Cross-dataset Driver Drowsiness Recognition with Deep Transfer Learning.
Proceedings of the 45th Annual International Conference of the IEEE Engineering in Medicine & Biology Society, 2023

MosaicNet: A deep-learning-based multi-tile biomedical image stitching method.
Proceedings of the 45th Annual International Conference of the IEEE Engineering in Medicine & Biology Society, 2023

2022
The human mediodorsal thalamus: Organization, connectivity, and function.
NeuroImage, 2022

An attention-based hybrid deep learning framework integrating brain connectivity and activity of resting-state functional MRI data.
Medical Image Anal., 2022

Linked psychopathology-specific factors and individual structural brain abnormalities in schizophrenia.
Proceedings of the Medical Imaging 2022: Computer-Aided Diagnosis, 2022

Trans-ResNet: Integrating Transformers and CNNs for Alzheimer's disease classification.
Proceedings of the 19th IEEE International Symposium on Biomedical Imaging, 2022

2021
Imaging evolution of the primate brain: the next frontier?
NeuroImage, 2021

Wearable wireless real-time cerebral oximeter for measuring regional cerebral oxygen saturation.
Sci. China Inf. Sci., 2021

An Attention-Based Hybrid Deep Learning Framework Integrating Temporal Coherence And Dynamics For Discriminating Schizophrenia.
Proceedings of the 18th IEEE International Symposium on Biomedical Imaging, 2021

Multi-scale anatomical awareness improves the accuracy of the real-time electric field estimation.
Proceedings of the International Joint Conference on Neural Networks, 2021

Gray Matter Volume Predicts Individual Body Mass Index and Its Development During Adolescence.
Proceedings of the ICBBT 2021: 13th International Conference on Bioinformatics and Biomedical Technology, Xi'an, China, May 21, 2021

2020
MonkeyCBP: A Toolbox for Connectivity-Based Parcellation of Monkey Brain.
Frontiers Neuroinformatics, 2020

Constrain Latent Space for Schizophrenia Classification via Dual Space Mapping Net.
Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2020, 2020

2019
Short-term synaptic plasticity expands the operational range of long-term synaptic changes in neural networks.
Neural Networks, 2019

Corresponding anatomical and coactivation architecture of the human precuneus showing similar connectivity patterns with macaques.
NeuroImage, 2019

Automated brain extraction and immersive exploration of its layers in virtual reality for the rhesus macaque MRI data sets.
Comput. Animat. Virtual Worlds, 2019

Sparse estimation via 𝓁<sub>q</sub> optimization method in high-dimensional linear regression.
CoRR, 2019

Reliable heritability estimation using sparse regularization in ultrahigh dimensional genome-wide association studies.
BMC Bioinform., 2019

Attention-based 3D Convolutional Network for Alzheimer's Disease Diagnosis and Biomarkers Exploration.
Proceedings of the 16th IEEE International Symposium on Biomedical Imaging, 2019

2018
Discriminating Bipolar Disorder from Major Depression using Whole-Brain Functional Connectivity: a Feature Selection Analysis with SVM-FoBa Algorithm.
J. Signal Process. Syst., 2018

Multimodal Fusion With Reference: Searching for Joint Neuromarkers of Working Memory Deficits in Schizophrenia.
IEEE Trans. Medical Imaging, 2018

Connectome-based individualized prediction of temperament trait scores.
NeuroImage, 2018

The heterogeneity of the left dorsal premotor cortex evidenced by multimodal connectivity-based parcellation and functional characterization.
NeuroImage, 2018

BRANT: A Versatile and Extendable Resting-State fMRI Toolkit.
Frontiers Neuroinformatics, 2018

Automatic Lateralization of Temporal Lobe Epilepsy Based on MEG Network Features Using Support Vector Machines.
Complex., 2018

Abnormal Dynamic Functional Network Connectivity and Graph Theoretical Analysis in Major Depressive Disorder.
Proceedings of the 40th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2018

Test-retest Reliability of Functional Connectivity and Graph Metrics in the Resting Brain Network.
Proceedings of the 40th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2018

Multisite Schizophrenia Classification Based on Brainnetome Atlas by Deep Learning.
Proceedings of the 5th IEEE International Conference on Cloud Computing and Intelligence Systems, 2018

2017
Cross-cultural consistency and diversity in intrinsic functional organization of Broca's Region.
NeuroImage, 2017

Altered regional connectivity reflecting effects of different anaesthesia protocols in the mouse brain.
NeuroImage, 2017

Predicting individualized clinical measures by a generalized prediction framework and multimodal fusion of MRI data.
NeuroImage, 2017

ATPP: A Pipeline for Automatic Tractography-Based Brain Parcellation.
Frontiers Neuroinformatics, 2017

Discriminating schizophrenia from normal controls using resting state functional network connectivity: A deep neural network and layer-wise relevance propagation method.
Proceedings of the 27th IEEE International Workshop on Machine Learning for Signal Processing, 2017

Predicting individualized intelligence quotient scores using brainnetome-atlas based functional connectivity.
Proceedings of the 27th IEEE International Workshop on Machine Learning for Signal Processing, 2017

Discriminating bipolar disorder from major depression based on kernel SVM using functional independent components.
Proceedings of the 27th IEEE International Workshop on Machine Learning for Signal Processing, 2017

2016
Identifying functional subdivisions in the human brain using meta-analytic activation modeling-based parcellation.
NeuroImage, 2016

Altered structural connectome in adolescent socially isolated mice.
NeuroImage, 2016

New Insights into Signed Path Coefficient Granger Causality Analysis.
Frontiers Neuroinformatics, 2016

Identifying the latent active patterns underlying the dynamic organization of human brain using resting-state fMRI.
Proceedings of the 13th IEEE International Symposium on Biomedical Imaging, 2016

Supervised multimodal fusion and its application in searching joint neuromarkers of working memory deficits in schizophrenia.
Proceedings of the 38th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2016

2015
Discriminating Bipolar Disorder From Major Depression Based on SVM-FoBa: Efficient Feature Selection With Multimodal Brain Imaging Data.
IEEE Trans. Auton. Ment. Dev., 2015

The cortical surface area of the insula mediates the effect of DBH rs7040170 on novelty seeking.
NeuroImage, 2015

Co-activation Probability Estimation (CoPE): An approach for modeling functional co-activation architecture based on neuroimaging coordinates.
NeuroImage, 2015

Diffeomorphic Metric Landmark Mapping Using Stationary Velocity Field Parameterization.
Int. J. Comput. Vis., 2015

Resting fMRI measures are associated with cognitive deficits in schizophrenia assessed by the MATRICS consensus cognitive battery.
Proceedings of the Medical Imaging 2015: Biomedical Applications in Molecular, 2015

Sparse canonical correlation analysis reveals correlated patterns of gray matter loss and white matter impairment in alzheimer's disease.
Proceedings of the 12th IEEE International Symposium on Biomedical Imaging, 2015

Human Brainnetome Atlas and Its Potential Applications in Brain-Inspired Computing.
Proceedings of the Brain-Inspired Computing - Second International Workshop, 2015

2014
Non-Negative Spherical Deconvolution (NNSD) for estimation of fiber Orientation Distribution Function in single-/multi-shell diffusion MRI.
NeuroImage, 2014

HMDD v2.0: a database for experimentally supported human microRNA and disease associations.
Nucleic Acids Res., 2014

An improved OPDT model in high angular resolution diffusion imaging.
J. Math. Imaging Vis., 2014

Automatic classification of schizophrenia using resting-state functional language network via an adaptive learning algorithm.
Proceedings of the Medical Imaging 2014: Computer-Aided Diagnosis, 2014

Anatomical parcellation of human brain using structural covariance.
Proceedings of the IEEE 11th International Symposium on Biomedical Imaging, 2014

Combination of FMRI-SMRI-EEG data improves discrimination of schizophrenia patients by ensemble feature selection.
Proceedings of the 36th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2014

2013
Variant in OXTR gene and functional connectivity of the hypothalamus in normal subjects.
NeuroImage, 2013

KIBRA gene variants are associated with synchronization within the default-mode and executive control networks.
NeuroImage, 2013

Subregions of the human superior frontal gyrus and their connections.
NeuroImage, 2013

Groupwise spatial normalization of fMRI data based on multi-range functional connectivity patterns.
NeuroImage, 2013

Brainnetome: A new -ome to understand the brain and its disorders.
NeuroImage, 2013

Regularized Spherical Polar Fourier Diffusion MRI with Optimal Dictionary Learning.
Proceedings of the Medical Image Computing and Computer-Assisted Intervention - MICCAI 2013, 2013

Non-negative Spherical Deconvolution (NNSD) for Fiber Orientation Distribution Function Estimation.
Proceedings of the Computational Diffusion MRI and Brain Connectivity, 2013

Adaptive learning algorithm for pattern classification.
Proceedings of the IEEE International Conference on Information and Automation, 2013

2012
Altered spontaneous activity in Alzheimer's disease and mild cognitive impairment revealed by Regional Homogeneity.
NeuroImage, 2012

Anatomical insights into disrupted small-world networks in schizophrenia.
NeuroImage, 2012

Tractography-based parcellation of the human left inferior parietal lobule.
NeuroImage, 2012

Resting-state functional connectivity of the vermal and hemispheric subregions of the cerebellum with both the cerebral cortical networks and subcortical structures.
NeuroImage, 2012

Graph Theoretical Approaches in Brain Networks.
Comput. Math. Methods Medicine, 2012

fMRI alignment based on local functional connectivity patterns.
Proceedings of the Medical Imaging 2012: Image Processing, 2012

Local label learning (L3) for multi-atlas based segmentation.
Proceedings of the Medical Imaging 2012: Image Processing, 2012

Shape-constrained multi-atlas based segmentation with multichannel registration.
Proceedings of the Medical Imaging 2012: Image Processing, 2012

Nonnegative Definite EAP and ODF Estimation via a Unified Multi-shell HARDI Reconstruction.
Proceedings of the Medical Image Computing and Computer-Assisted Intervention - MICCAI 2012, 2012

Groupwise fMRI registration using multi-range functional connectivity patterns.
Proceedings of the 9th IEEE International Symposium on Biomedical Imaging: From Nano to Macro, 2012

Iterative multi-atlas based segmentation with multi-channel image registration and Jackknife Context Model.
Proceedings of the 9th IEEE International Symposium on Biomedical Imaging: From Nano to Macro, 2012

2011
Adaptive pixon represented segmentation (APRS) for 3D MR brain images based on mean shift and Markov random fields.
Pattern Recognit. Lett., 2011

Functional segregation of the human cingulate cortex is confirmed by functional connectivity based neuroanatomical parcellation.
NeuroImage, 2011

Discriminant analysis of functional connectivity patterns on Grassmann manifold.
NeuroImage, 2011

Editorial.
Medical Image Anal., 2011

Diffeomorphism Invariant Riemannian Framework for Ensemble Average Propagator Computing.
Proceedings of the Medical Image Computing and Computer-Assisted Intervention - MICCAI 2011, 2011

2010
Abnormal Cortical Networks in Mild Cognitive Impairment and Alzheimer's Disease.
PLoS Comput. Biol., 2010

Haplotypes of catechol-O-methyltransferase modulate intelligence-related brain white matter integrity.
NeuroImage, 2010

Discriminant analysis of resting-state functional connectivity patterns on the Grassmann manifold.
Proceedings of the Medical Imaging 2010: Image Processing, 2010

Model-Free and Analytical EAP Reconstruction via Spherical Polar Fourier Diffusion MRI.
Proceedings of the Medical Image Computing and Computer-Assisted Intervention, 2010

Model-Free, Regularized, Fast, and Robust Analytical Orientation Distribution Function Estimation.
Proceedings of the Medical Image Computing and Computer-Assisted Intervention, 2010

2009
Default Network and Intelligence Difference.
IEEE Trans. Auton. Ment. Dev., 2009

Brain Anatomical Network and Intelligence.
PLoS Comput. Biol., 2009

A Riemannian Framework for Orientation Distribution Function Computing.
Proceedings of the Medical Image Computing and Computer-Assisted Intervention, 2009

Do Brain Networks Correlate with Intelligence?
Proceedings of the Brain Informatics, International Conference, BI 2009, 2009

2008
Fisher discriminative analysis of resting-state brain function for attention-deficit/hyperactivity disorder.
NeuroImage, 2008

White matter tract integrity and intelligence in patients with mental retardation and healthy adults.
NeuroImage, 2008

Brain spontaneous functional connectivity and intelligence.
NeuroImage, 2008

A novel pixon-representation for image segmentation based on Markov random field.
Image Vis. Comput., 2008

Systematic benchmarking of microarray data feature extraction and classification.
Int. J. Comput. Math., 2008

A Surface-Based Fractal Information Dimension Method for Cortical Complexity Analysis.
Proceedings of the Medical Imaging and Augmented Reality, 4th International Workshop, 2008

Improving Depth Resolution of Diffuse Optical Tomography with Intelligent Method.
Proceedings of the Advanced Intelligent Computing Theories and Applications. With Aspects of Theoretical and Methodological Issues, 2008

2007
Nonrigid registration of brain MRI using NURBS.
Pattern Recognit. Lett., 2007

Plasticity of the corticospinal tract in early blindness revealed by quantitative analysis of fractional anisotropy based on diffusion tensor tractography.
NeuroImage, 2007

The relationship within and between the extrinsic and intrinsic systems indicated by resting state correlational patterns of sensory cortices.
NeuroImage, 2007

Regional coherence changes in the early stages of Alzheimer's disease: A combined structural and resting-state functional MRI study.
NeuroImage, 2007

Regional Homogeneity and Anatomical Parcellation for fMRI Image Classification: Application to Schizophrenia and Normal Controls.
Proceedings of the Medical Image Computing and Computer-Assisted Intervention - MICCAI 2007, 10th International Conference, Brisbane, Australia, October 29, 2007

Discriminative Analysis of Neuromyelitis Optica Using Twodimensional Histogram from Diffusion Tensor Imaging.
Proceedings of the 2007 IEEE International Symposium on Biomedical Imaging: From Nano to Macro, 2007

Shape Analysis of Human Brain with Cognitive Disorders.
Proceedings of the Digital Human Modeling, 2007

Toward a Realistic Model for Gene Network Evolution.
Proceedings of the 7th IEEE International Conference on Bioinformatics and Bioengineering, 2007

2006
Fingerprint registration by maximization of mutual information.
IEEE Trans. Image Process., 2006

Changes in hippocampal connectivity in the early stages of Alzheimer's disease: Evidence from resting state fMRI.
NeuroImage, 2006

Discriminative analysis of relapsing neuromyelitis optica and relapsing-remitting multiple sclerosis based on two-dimensional histogram from diffusion tensor imaging.
NeuroImage, 2006

Quantitative analysis along the pyramidal tract by length-normalized parameterization based on diffusion tensor tractography: Application to patients with relapsing neuromyelitis optica.
NeuroImage, 2006

Intensity-based robust similarity for multimodal image registration.
Int. J. Comput. Math., 2006

Discriminative Analysis of Early Alzheimer's Disease Based on Two Intrinsically Anti-correlated Networks with Resting-State fMRI.
Proceedings of the Medical Image Computing and Computer-Assisted Intervention, 2006

A Neighborhood Incorporated Method in Image Registration.
Proceedings of the Medical Imaging and Augmented Reality, 2006

An Embedding Framework for Myocardial Velocity Processing with MRI.
Proceedings of the Medical Imaging and Augmented Reality, 2006

2005
Single-trial variable model for event-related fMRI data analysis.
IEEE Trans. Medical Imaging, 2005

Characterizing the dynamic connectivity between genes by variable parameter regression and Kalman filtering based on temporal gene expression data.
Bioinform., 2005

Discriminative Analysis of Brain Function at Resting-State for Attention-Deficit/Hyperactivity Disorder.
Proceedings of the Medical Image Computing and Computer-Assisted Intervention, 2005

Advances on Medical Imaging and Computing.
Proceedings of the Computer Vision for Biomedical Image Applications, 2005

Parcellating the Intra-splenium Based on the Traced Fiber from Tractography.
Proceedings of the Computer Vision for Biomedical Image Applications, 2005

2004
Nonrigid registration of medical image by linear singular blending techniques.
Pattern Recognit. Lett., 2004

Regional homogeneity approach to fMRI data analysis.
NeuroImage, 2004

Efficient Fingerprint Matching Algorithm for Integrated Circuit Cards.
J. Comput. Sci. Technol., 2004

A combinational feature selection and ensemble neural network method for classification of gene expression data.
BMC Bioinform., 2004

Esub8: A novel tool to predict protein subcellular localizations in eukaryotic organisms.
BMC Bioinform., 2004

Parameterization of 3D brain structures for statistical shape analysis.
Proceedings of the Medical Imaging 2004: Image Processing, 2004

Detecting Functional Connectivity of the Cerebellum Using Low Frequency Fluctuations (LFFs).
Proceedings of the Medical Image Computing and Computer-Assisted Intervention -- MICCAI 2004, 2004

White Matter Lesion Segmentation from Volumetric MR Images.
Proceedings of the Medical Imaging and Augmented Reality: Second International Workshop, 2004

Active Shape Model Segmentation Using Local Edge Structures and AdaBoost.
Proceedings of the Medical Imaging and Augmented Reality: Second International Workshop, 2004

Nonrigid Registration of Medical Image by Maxwell Model of Viscoelasticity.
Proceedings of the 2004 IEEE International Symposium on Biomedical Imaging: From Nano to Macro, 2004

Detection of Functional Networks In The Resting Brain.
Proceedings of the 2004 IEEE International Symposium on Biomedical Imaging: From Nano to Macro, 2004

2003
Pixon-based image segmentation with Markov random fields.
IEEE Trans. Image Process., 2003

A modified Gabor filter design method for fingerprint image enhancement.
Pattern Recognit. Lett., 2003

A modified temporal self-correlation method for analysis of fMRI time series.
Neuroinformatics, 2003

Multicontext fuzzy clustering for separation of brain tissues in magnetic resonance images.
NeuroImage, 2003

Region growing method for the analysis of functional MRI data.
NeuroImage, 2003

A Comparative Study of Global Optimization Approaches to MEG Source Localization.
Int. J. Comput. Math., 2003

A Neural Network Approach to Shape from Shading.
Int. J. Comput. Math., 2003

Knowledge guided information fusion for segmentation of multiple sclerosis lesions in MRI images.
Proceedings of the Medical Imaging 2003: Image Processing, 2003

White matter lesion segmentation using robust parameter estimation algorithms.
Proceedings of the Medical Imaging 2003: Image Processing, 2003

Non-rigid registration of medical image using a B-spline transformation.
Proceedings of the Medical Imaging 2003: Image Processing, 2003

2002
An evolutionary tabu search for cell image segmentation.
IEEE Trans. Syst. Man Cybern. Part B, 2002

Volumetric Segmentation of Brain Images Using Parallel Genetic Algorithms.
IEEE Trans. Medical Imaging, 2002

On the accelerated Richardson method (ARM) for solving positive definite linear systems.
Neural Parallel Sci. Comput., 2002

The Parallel Genetic Algorithm for Electromagnetic Inverse Scattering of a Conductor.
Int. J. Comput. Math., 2002

Parallel genetic algorithm for 3D medical image analysis.
Proceedings of the IEEE International Conference on Systems, Man and Cybernetics: Bridging the Digital Divide, Yasmine Hammamet, Tunisia, October 6-9, 2002, 2002

Medical Image Registration Using Parallel Genetic Algorithms.
Proceedings of the Applications of Evolutionary Computing, 2002

2001
Pixon-based image denoising with Markov random fields.
Pattern Recognit., 2001

Cell Image Segmentation with Kernel-Based Dynamic Clustering and an Ellipsoidal Cell Shape Model.
J. Biomed. Informatics, 2001

Image restoration by combining local genetic algorithm with adaptive pre-conditioning.
Int. J. Comput. Math., 2001

A discrete trigonometric interpolation method.
Int. J. Comput. Math., 2001

An evolutionary tabu search approach to optimal structuring element extraction for mst-Based shapes description.
Int. J. Comput. Math., 2001

A parallel genetic algorithm for cell image segmentation.
Proceedings of the 8th International Workshop on Combinatorial Image Analysis, 2001

2000
Medical image reconstruction using a multi-objective genetic local search algorithm.
Int. J. Comput. Math., 2000

A New Bayesian Approach to Image Denoising with a Combination of MRFs and Pixon Method.
Proceedings of the 15th International Conference on Pattern Recognition, 2000

3D MR Image Restoration by Combining Local Genetic Algorithm with Adaptive Pre-Conditioning.
Proceedings of the 15th International Conference on Pattern Recognition, 2000

Global Optimization Approaches to MEG Source Localization.
Proceedings of the 1st IEEE International Symposium on Bioinformatics and Biomedical Engineering, 2000

1999
Geometric primitive extraction by the combination of tabu search and subpixel accuracy.
J. Comput. Sci. Technol., 1999

A tabu search approach to optimal structuring element extraction for mst- based shapes description.
Int. J. Comput. Math., 1999

The worst case complexity of the fredholm equation with periodic free term and noisy information.
Int. J. Comput. Math., 1999

1998
A parallel information-based complexity approach to visual surface reconstruction.
Int. J. Comput. Math., 1998

Optimal Structuring Element Extraction for MST-Based Shapes Description Using Reactive Tabu Search.
Proceedings of the Image and Vision Computing New Zealand, International Conference, 1998

1997
A tabu search method for geometric primitive extraction.
Pattern Recognit. Lett., 1997

Contour matching using wavelet transform and multigrid methods.
J. Comput. Sci. Technol., 1997

1996
A new perspective of 2-periodic trigonometric interpolation.
Int. J. Comput. Math., 1996

Parallel information-based complexity of numerical integration on holder class <i>H</i> <sup> <i>s, α</i> </sup> <sub> <i>M</i> </sub> (Ω).
Int. J. Comput. Math., 1996

Geometric primitive extraction using tabu search.
Proceedings of the 13th International Conference on Pattern Recognition, 1996


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