Tianzi Jiang
Orcid: 0000-0001-9531-291X
According to our database1,
Tianzi Jiang
authored at least 179 papers
between 1996 and 2024.
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Bibliography
2024
MBV-Pipe: A One-Stop Toolbox for Assessing Mouse Brain Morphological Changes for Cross-Scale Studies.
Neuroinformatics, October, 2024
Multimodal Connectivity-Based Individual Parcellation and Analysis for Humans and Rhesus Monkeys.
IEEE Trans. Medical Imaging, September, 2024
IEEE Trans. Neural Networks Learn. Syst., June, 2024
FFCM-MRF: An accurate and generalizable cerebrovascular segmentation pipeline for humans and rhesus monkeys based on TOF-MRA.
Comput. Biol. Medicine, March, 2024
Mach. Intell. Res., February, 2024
Neuro-immune communication at the core of craving-associated brain structural network reconfiguration in methamphetamine users.
NeuroImage, 2024
Mutual Distillation Extracting Spatial-temporal Knowledge for Lightweight Multi-channel Sleep Stage Classification.
Proceedings of the 30th ACM SIGKDD Conference on Knowledge Discovery and Data Mining, 2024
Multi-level Disentangling Network for Cross-Subject Emotion Recognition Based on Multimodal Physiological Signals.
Proceedings of the Thirty-Third International Joint Conference on Artificial Intelligence, 2024
Proceedings of the Thirty-Third International Joint Conference on Artificial Intelligence, 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
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
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
Proceedings of the 45th Annual International Conference of the IEEE Engineering in Medicine & Biology Society, 2023
2022
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, San Diego, 2022
Trans-ResNet: Integrating Transformers and CNNs for Alzheimer's disease classification.
Proceedings of the 19th IEEE International Symposium on Biomedical Imaging, 2022
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
Frontiers Neuroinformatics, 2020
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
NeuroImage, 2018
The heterogeneity of the left dorsal premotor cortex evidenced by multimodal connectivity-based parcellation and functional characterization.
NeuroImage, 2018
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
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
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
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
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
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, San Diego, 2014
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
NeuroImage, 2013
Groupwise spatial normalization of fMRI data based on multi-range functional connectivity patterns.
NeuroImage, 2013
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
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
NeuroImage, 2012
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
Proceedings of the Medical Imaging 2012: Image Processing, 2012
Proceedings of the Medical Imaging 2012: Image Processing, 2012
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
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
NeuroImage, 2011
Diffeomorphism Invariant Riemannian Framework for Ensemble Average Propagator Computing.
Proceedings of the Medical Image Computing and Computer-Assisted Intervention - MICCAI 2011, 2011
2010
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
Proceedings of the Medical Image Computing and Computer-Assisted Intervention, 2009
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
Image Vis. Comput., 2008
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
Proceedings of the Advanced Intelligent Computing Theories and Applications. With Aspects of Theoretical and Methodological Issues, 2008
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
Proceedings of the Digital Human Modeling, 2007
Proceedings of the 7th IEEE International Conference on Bioinformatics and Bioengineering, 2007
2006
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
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
Proceedings of the Medical Imaging and Augmented Reality, 2006
Proceedings of the Medical Imaging and Augmented Reality, 2006
2005
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
Proceedings of the Computer Vision for Biomedical Image Applications, 2005
Proceedings of the Computer Vision for Biomedical Image Applications, 2005
2004
Pattern Recognit. Lett., 2004
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
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
Proceedings of the Medical Imaging and Augmented Reality: Second International Workshop, 2004
Proceedings of the Medical Imaging and Augmented Reality: Second International Workshop, 2004
Proceedings of the 2004 IEEE International Symposium on Biomedical Imaging: From Nano to Macro, 2004
Proceedings of the 2004 IEEE International Symposium on Biomedical Imaging: From Nano to Macro, 2004
2003
IEEE Trans. Image Process., 2003
Pattern Recognit. Lett., 2003
Neuroinformatics, 2003
Multicontext fuzzy clustering for separation of brain tissues in magnetic resonance images.
NeuroImage, 2003
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
Proceedings of the Medical Imaging 2003: Image Processing, 2003
Proceedings of the Medical Imaging 2003: Image Processing, 2003
2002
IEEE Trans. Syst. Man Cybern. Part B, 2002
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
Proceedings of the IEEE International Conference on Systems, Man and Cybernetics: Bridging the Digital Divide, Yasmine Hammamet, Tunisia, October 6-9, 2002, 2002
Proceedings of the Applications of Evolutionary Computing, 2002
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
An evolutionary tabu search approach to optimal structuring element extraction for mst-Based shapes description.
Int. J. Comput. Math., 2001
Proceedings of the 8th International Workshop on Combinatorial Image Analysis, 2001
2000
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
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
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
Pattern Recognit. Lett., 1997
J. Comput. Sci. Technol., 1997
1996
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
Proceedings of the 13th International Conference on Pattern Recognition, 1996