2025
DRE: An Effective Dual-Refined Method for Integrating Small and Large Language Models in Open-Domain Dialogue Evaluation.
CoRR, June, 2025
Zeus: Zero-shot LLM Instruction for Union Segmentation in Multimodal Medical Imaging.
CoRR, April, 2025
End-to-End Deep Learning for Structural Brain Imaging: A Unified Framework.
CoRR, February, 2025
Rethinking Functional Brain Connectome Analysis: Do Graph Deep Learning Models Help?
CoRR, January, 2025
BPEN: Brain Posterior Evidential Network for trustworthy brain imaging analysis.
Neural Networks, 2025
2024
Contrastive Brain Network Learning via Hierarchical Signed Graph Pooling Model.
IEEE Trans. Neural Networks Learn. Syst., June, 2024
Political-LLM: Large Language Models in Political Science.
,
,
,
,
,
,
,
,
,
,
,
,
,
,
,
,
,
,
,
,
,
,
,
,
,
,
,
,
,
,
,
,
,
,
,
,
,
,
,
,
,
,
,
,
,
,
CoRR, 2024
A Self-guided Multimodal Approach to Enhancing Graph Representation Learning for Alzheimer's Diseases.
CoRR, 2024
A Heterogeneous Graph Neural Network Fusing Functional and Structural Connectivity for MCI Diagnosis.
CoRR, 2024
Distributed Harmonization: Federated Clustered Batch Effect Adjustment and Generalization.
CoRR, 2024
Structured Information Matters: Incorporating Abstract Meaning Representation into LLMs for Improved Open-Domain Dialogue Evaluation.
CoRR, 2024
Constrained Multiview Representation for Self-supervised Contrastive Learning.
CoRR, 2024
Self-guided Knowledge-Injected Graph Neural Network for Alzheimer's Diseases.
Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2024, 2024
Interpretable Spatio-Temporal Embedding for Brain Structural-Effective Network with Ordinary Differential Equation.
,
,
,
,
,
,
,
,
,
,
,
Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2024, 2024
Distributed Harmonization: Federated Clustered Batch Effect Adjustment and Generalization.
Proceedings of the 30th ACM SIGKDD Conference on Knowledge Discovery and Data Mining, 2024
Neurodegenerative Disease Prediction via Transferable Deep Networks.
Proceedings of the IEEE International Symposium on Biomedical Imaging, 2024
Brain Image Synthesis Using Incomplete Multimodal Data.
Proceedings of the IEEE International Symposium on Biomedical Imaging, 2024
BrainODE: Dynamic Brain Signal Analysis via Graph-Aided Neural Ordinary Differential Equations.
,
,
,
,
,
,
,
,
,
,
Proceedings of the IEEE EMBS International Conference on Biomedical and Health Informatics, 2024
SLIDE: A Framework Integrating Small and Large Language Models for Open-Domain Dialogues Evaluation.
Proceedings of the Findings of the Association for Computational Linguistics, 2024
Uncertainty Regularized Evidential Regression.
Proceedings of the Thirty-Eighth AAAI Conference on Artificial Intelligence, 2024
2023
Spectrum-Enhanced TRCA (SE-TRCA): A novel approach for direction detection in SSVEP-based BCI.
Comput. Biol. Medicine, November, 2023
A convolutional neural network with pixel-wise sparse graph reasoning for COVID-19 lesion segmentation in CT images.
Comput. Biol. Medicine, March, 2023
BrainGB: A Benchmark for Brain Network Analysis With Graph Neural Networks.
IEEE Trans. Medical Imaging, February, 2023
Signed graph representation learning for functional-to-structural brain network mapping.
Medical Image Anal., 2023
Enhanced simulations of whole-brain dynamics using hybrid resting-state structural connectomes.
Frontiers Comput. Neurosci., 2023
A novel multiclass-based framework for P300 detection in BCI matrix speller: Temporal EEG patterns of non-target trials vary based on their position to previous target stimuli.
Eng. Appl. Artif. Intell., 2023
Incomplete Multimodal Learning for Complex Brain Disorders Prediction.
CoRR, 2023
Brain MRI to PET Synthesis and Amyloid Estimation in Alzheimer's Disease via 3D Multimodal Contrastive GAN.
Proceedings of the Machine Learning in Medical Imaging - 14th International Workshop, 2023
Bidirectional Mapping with Contrastive Learning on Multimodal Neuroimaging Data.
Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2023, 2023
2022
Evaluation Method of Equalization of Basic Medical Services from the Spatial Perspective: The Case of Xinjiang, China.
ISPRS Int. J. Geo Inf., December, 2022
3D bi-directional transformer U-Net for medical image segmentation.
Frontiers Big Data, 2022
Tensor-Based Multi-Modality Feature Selection and Regression for Alzheimer's Disease Diagnosis.
CoRR, 2022
Functional2Structural: Cross-Modality Brain Networks Representation Learning.
CoRR, 2022
Explainable Contrastive Multiview Graph Representation of Brain, Mind, and Behavior.
Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2022, 2022
Revealing Continuous Brain Dynamical Organization with Multimodal Graph Transformer.
Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2022, 2022
Predicting Spatio-Temporal Human Brain Response Using fMRI.
Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2022, 2022
Unified Embeddings of Structural and Functional Connectome via a Function-Constrained Structural Graph Variational Auto-Encoder.
Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2022, 2022
Hierarchical Brain Embedding Using Explainable Graph Learning.
Proceedings of the 19th IEEE International Symposium on Biomedical Imaging, 2022
Accelerate State Sharing of Network Function with RDMA.
Proceedings of the IEEE Global Communications Conference, 2022
BrainGB: A Benchmark for Brain Network Analysis with Graph Neural Networks (Extended Abstract).
Proceedings of the IEEE International Conference on Big Data, 2022
2021
CommPOOL: An interpretable graph pooling framework for hierarchical graph representation learning.
Neural Networks, 2021
rest2vec: Vectorizing the resting-state functional connectome using graph embedding.
NeuroImage, 2021
PSGR: Pixel-wise Sparse Graph Reasoning for COVID-19 Pneumonia Segmentation in CT Images.
CoRR, 2021
Boundary-aware Graph Reasoning for Semantic Segmentation.
CoRR, 2021
Multiplex Graph Networks for Multimodal Brain Network Analysis.
CoRR, 2021
Disentangled and Proportional Representation Learning for Multi-view Brain Connectomes.
Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2021 - 24th International Conference, Strasbourg, France, September 27, 2021
2020
Adversarial Attack on Hierarchical Graph Pooling Neural Networks.
CoRR, 2020
Deep Representation Learning for Multimodal Brain Networks.
Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2020, 2020
Predicting Potential Propensity of Adolescents to Drugs via New Semi-supervised Deep Ordinal Regression Model.
Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2020, 2020
Multimodal Learning with Incomplete Modalities by Knowledge Distillation.
Proceedings of the KDD '20: The 26th ACM SIGKDD Conference on Knowledge Discovery and Data Mining, 2020
Vulnerability vs. Reliability: Disentangled Adversarial Examples for Cross-Modal Learning.
Proceedings of the KDD '20: The 26th ACM SIGKDD Conference on Knowledge Discovery and Data Mining, 2020
A Univariate Persistent Brain Network Feature Based on the Aggregated Cost of Cycles from the Nested Filtration Networks.
Proceedings of the 17th IEEE International Symposium on Biomedical Imaging, 2020
A Generalized Framework of Pathlength Associated Community Estimation for Brain Structural Network.
Proceedings of the 17th IEEE International Symposium on Biomedical Imaging, 2020
2019
Cardiovascular disease risk factors, tract-based structural connectomics, and cognition in older adults.
NeuroImage, 2019
Biological Knowledge Guided Deep Neural Network for Brain Genotype-Phenotype Association Study.
Proceedings of the Multimodal Brain Image Analysis and Mathematical Foundations of Computational Anatomy, 2019
Integrating Heterogeneous Brain Networks for Predicting Brain Disease Conditions.
Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2019, 2019
Classifying Stages of Mild Cognitive Impairment via Augmented Graph Embedding.
Proceedings of the Multimodal Brain Image Analysis and Mathematical Foundations of Computational Anatomy, 2019
Brain Dynamics Through the Lens of Statistical Mechanics by Unifying Structure and Function.
,
,
,
,
,
,
,
,
,
,
,
Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2019, 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
2018
Disrupted topology of the resting state structural connectome in middle-aged <i>APOE</i> ε4 carriers.
NeuroImage, 2018
Phase Angle Spatial Embedding (PhASE) - A Kernel Method for Studying the Topology of the Human Functional Connectome.
Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2018, 2018
Subspace Network: Deep Multi-Task Censored Regression for Modeling Neurodegenerative Diseases.
Proceedings of the 24th ACM SIGKDD International Conference on Knowledge Discovery & Data Mining, 2018
2017
Construction of a Decision Support System Based on GP Services, Using a Warning-Judgment Module as an Example.
ISPRS Int. J. Geo Inf., 2017
Exploring the Human Connectome Topology in Group Studies.
CoRR, 2017
Multi-Modality Disease Modeling via Collective Deep Matrix Factorization.
Proceedings of the 23rd ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, Halifax, NS, Canada, August 13, 2017
Enhancing diffusion MRI measures by integrating grey and white matter morphometry with hyperbolic wasserstein distance.
Proceedings of the 14th IEEE International Symposium on Biomedical Imaging, 2017
Design of a Bluetooth-enabled low energy electrocardiogram monitoring system.
Proceedings of the IEEE International Conference on Electro Information Technology, 2017
Automated part management system capstone project.
Proceedings of the IEEE International Conference on Electro Information Technology, 2017
2016
Large-Scale Collaborative Imaging Genetics Studies of Risk Genetic Factors for Alzheimer's Disease Across Multiple Institutions.
Proceedings of the Medical Image Computing and Computer-Assisted Intervention - MICCAI 2016, 2016
Population learning of structural connectivity by white matter encoding and decoding.
Proceedings of the 13th IEEE International Symposium on Biomedical Imaging, 2016
Discriminative fusion of multiple brain networks for early mild cognitive impairment detection.
Proceedings of the 13th IEEE International Symposium on Biomedical Imaging, 2016
Diffusion tensor distribution function metrics boost power to detect deficits in Alzheimer's disease.
Proceedings of the 13th IEEE International Symposium on Biomedical Imaging, 2016
2015
The intrinsic geometry of the human brain connectome.
,
,
,
,
,
,
,
,
,
,
Brain Informatics, 2015
Fiber Tracking in Traumatic Brain Injury: Comparison of 9 Tractography Algorithms.
,
,
,
,
,
,
,
,
,
,
,
Proceedings of the Brainlesion: Glioma, Multiple Sclerosis, Stroke and Traumatic Brain Injuries, 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
Boosting classification accuracy of diffusion MRI derived brain networks for the subtypes of mild cognitive impairment using higher order singular value decomposition.
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
Detecting genetic risk factors for Alzheimer's disease in whole genome sequence data via Lasso screening.
Proceedings of the 12th IEEE International Symposium on Biomedical Imaging, 2015
Automated multi-atlas labeling of the fornix and its integrity in alzheimer's disease.
Proceedings of the 12th IEEE International Symposium on Biomedical Imaging, 2015
Identification of Discriminative Subgraph Patterns in fMRI Brain Networks in Bipolar Affective Disorder.
Proceedings of the Brain Informatics and Health - 8th International Conference, 2015
2014
Automatic clustering of white matter fibers in brain diffusion MRI with an application to genetics.
NeuroImage, 2014
Understanding scanner upgrade effects on brain integrity & connectivity measures.
Proceedings of the IEEE 11th International Symposium on Biomedical Imaging, 2014
Evaluation of diffusion imaging protocols for the Alzheimer's disease Neuroimaging Initiative.
Proceedings of the IEEE 11th International Symposium on Biomedical Imaging, 2014
2013
Constructing the resting state structural connectome.
Frontiers Neuroinformatics, 2013
Magnetic Resonance Field Strength Effects on Diffusion Measures and Brain Connectivity Networks.
,
,
,
,
,
,
,
,
,
,
,
Brain Connect., 2013
Rich Club Analysis of Structural Brain Connectivity at 7 Tesla Versus 3 Tesla.
,
,
,
,
,
,
,
,
,
,
,
,
Proceedings of the Computational Diffusion MRI and Brain Connectivity, 2013
Brain network efficiency and topology depend on the fiber tracking method: 11 tractography algorithms compared in 536 subjects.
Proceedings of the 10th IEEE International Symposium on Biomedical Imaging: From Nano to Macro, 2013
Labeling white matter tracts in hardi by fusing multiple tract atlases with applications to genetics.
Proceedings of the 10th IEEE International Symposium on Biomedical Imaging: From Nano to Macro, 2013
2012
Hierarchical Structural Mapping for Globally Optimized Estimation of Functional Networks.
Proceedings of the Medical Image Computing and Computer-Assisted Intervention - MICCAI 2012, 2012
Automatic Population HARDI White Matter Tract Clustering by Label Fusion of Multiple Tract Atlases.
Proceedings of the Multimodal Brain Image Analysis - Second International Workshop, 2012
A Framework for Quantifying Node-Level Community Structure Group Differences in Brain Connectivity Networks.
Proceedings of the Medical Image Computing and Computer-Assisted Intervention - MICCAI 2012, 2012
How do spatial and angular resolution affect brain connectivity maps from diffusion MRI?
,
,
,
,
,
,
,
,
,
,
,
Proceedings of the 9th IEEE International Symposium on Biomedical Imaging: From Nano to Macro, 2012
Measuring inter-hemispheric integration in bipolar affective disorder using brain network analyses and HARDI.
,
,
,
,
,
,
,
,
,
,
Proceedings of the 9th IEEE International Symposium on Biomedical Imaging: From Nano to Macro, 2012
2011
Heritability of White Matter Fiber Tract Shapes: A HARDI Study of 198 Twins.
,
,
,
,
,
,
,
,
,
,
Proceedings of the Multimodal Brain Image Analysis, First International Workshop, 2011
Differential information content in staggered multiple shell hardi measured by the tensor distribution function.
Proceedings of the 8th IEEE International Symposium on Biomedical Imaging: From Nano to Macro, 2011
TDF-TRACT: Probabilistic tractography using the tensor distribution function.
Proceedings of the 8th IEEE International Symposium on Biomedical Imaging: From Nano to Macro, 2011
2010
How does angular resolution affect diffusion imaging measures?
,
,
,
,
,
,
,
,
,
,
NeuroImage, 2010
Diffusion tensor imaging in seven minutes: determining trade-offs between spatial and directional resolution.
Proceedings of the 2010 IEEE International Symposium on Biomedical Imaging: From Nano to Macro, 2010
2009
A Novel Measure of Fractional Anisotropy Based on the Tensor Distribution Function.
Proceedings of the Medical Image Computing and Computer-Assisted Intervention, 2009
Analyzing Multi-Fiber Reconstruction in High Angular Resolution Diffusion Imaging Using the Tensor Distribution Function.
Proceedings of the 2009 IEEE International Symposium on Biomedical Imaging: From Nano to Macro, Boston, MA, USA, June 28, 2009
White Matter Integrity Measured by Fractional Anisotropy Correlates Poorly with Actual Individual Fiber Anisotropy.
,
,
,
,
,
,
,
,
,
,
Proceedings of the 2009 IEEE International Symposium on Biomedical Imaging: From Nano to Macro, Boston, MA, USA, June 28, 2009
Segmenting Crossing Fiber Geometries Using Fluid Mechanics Tensor Distribution Function Tractography.
Proceedings of the 2009 IEEE International Symposium on Biomedical Imaging: From Nano to Macro, Boston, MA, USA, June 28, 2009
HARDI Denoising: Variational Regularization of the Spherical Apparent Diffusion Coefficient <i>sADC</i>.
Proceedings of the Information Processing in Medical Imaging, 2009