Dan Hu

Orcid: 0000-0001-8525-3661

Affiliations:
  • University of North Carolina at Chapel Hill, Chapel Hill, NC, USA


According to our database1, Dan Hu authored at least 63 papers between 2005 and 2026.

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Bibliography

2026
Incomplete Multi-Modal Disentanglement Learning With Application to Alzheimer's Disease Diagnosis.
IEEE Trans. Medical Imaging, February, 2026

Triplet longitudinal masked autoencoder for predicting individualized functional connectome development during infancy.
Medical Image Anal., 2026

2025
Weak galaxy object detection using improved YOLOX model with feature map knowledge distillation.
Expert Syst. Appl., 2025

Weak celestial source fringes detection based on multi-task learning and pseudo soft threshold residual denoising network.
Digit. Signal Process., 2025

Joint Motion Correction of Multi-Atlas Functional Connectivity During Infancy.
Proceedings of the Machine Learning in Medical Imaging - 16th International Workshop, 2025

Relation-Preserving Harmonization of Functional Connectivity Representation: Ensuring Local Functional, Longitudinal, and Population-Level Consistency.
Proceedings of the Machine Learning in Medical Imaging - 16th International Workshop, 2025

Continuous Spatio-Temporal Representation with Implicit Neural Networks for Fetal Brain MRI Atlas Construction.
Proceedings of the Perinatal, Preterm and Paediatric Image Analysis, 2025

Lifespan Cortical Surface Reconstruction from Thick-Slice Clinical MRI.
Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2025, 2025

Mamba-Based Residual Generative Adversarial Network for Functional Connectivity Harmonization During Infancy.
Proceedings of the 22nd IEEE International Symposium on Biomedical Imaging, 2025

Individualized Trajectory Prediction of Early Developing Functional Connectivity.
Proceedings of the 22nd IEEE International Symposium on Biomedical Imaging, 2025

Dual Multi-Atlas Representation Alignment for Brain Disorder Diagnosis Using Morphological Connectome.
Proceedings of the 22nd IEEE International Symposium on Biomedical Imaging, 2025

Unsupervised Cortical Surface Registration Network for Aligning Gyralnet.
Proceedings of the 22nd IEEE International Symposium on Biomedical Imaging, 2025

Masked Momentum Contrastive Dynamic Transformer for Self-Supervised Functional Connectivity Representation Learning.
Proceedings of the 22nd IEEE International Symposium on Biomedical Imaging, 2025

2024
SUGAR: Spherical ultrafast graph attention framework for cortical surface registration.
Medical Image Anal., 2024

Dynamic Evolution Graph Attention Network for Semi-Supervised Hyperspectral Image Classification.
IEEE Geosci. Remote. Sens. Lett., 2024

Longitudinally Consistent Individualized Prediction of Infant Cortical Morphological Development.
Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2024, 2024

Consecutive-Contrastive Spherical U-Net: Enhancing Reliability of Individualized Functional Brain Parcellation for Short-Duration fMRI Scans.
Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2024, 2024

2022
Brain Connectivity Based Graph Convolutional Networks and Its Application to Infant Age Prediction.
IEEE Trans. Medical Imaging, 2022

A 4D infant brain volumetric atlas based on the UNC/UMN baby connectome project (BCP) cohort.
NeuroImage, 2022

Convolutional Transformer Network for Hyperspectral Image Classification.
IEEE Geosci. Remote. Sens. Lett., 2022

Weak celestial source fringes detection based on channel attention shrinkage networks and cluster-based anchor boxes generation algorithm.
Digit. Signal Process., 2022

Longitudinal Infant Functional Connectivity Prediction via Conditional Intensive Triplet Network.
Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2022, 2022

2021
Center Attention Network for Hyperspectral Image Classification.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2021

ABCnet: Adversarial bias correction network for infant brain MR images.
Medical Image Anal., 2021

Learning Infant Brain Developmental Connectivity for Cognitive Score Prediction.
Proceedings of the Machine Learning in Medical Imaging - 12th International Workshop, 2021

Reference-Relation Guided Autoencoder with Deep CCA Restriction for Awake-to-Sleep Brain Functional Connectome Prediction.
Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2021 - 24th International Conference, Strasbourg, France, September 27, 2021

Construction of Longitudinally Consistent 4D Infant Cerebellum Atlases Based on Deep Learning.
Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2021 - 24th International Conference, Strasbourg, France, September 27, 2021

2020
Disentangled-Multimodal Adversarial Autoencoder: Application to Infant Age Prediction With Incomplete Multimodal Neuroimages.
IEEE Trans. Medical Imaging, 2020

Hierarchical Rough-to-Fine Model for Infant Age Prediction Based on Cortical Features.
IEEE J. Biomed. Health Informatics, 2020

Construction of non-convex fuzzy sets and its application.
Neurocomputing, 2020

Combining Graph Clustering and Quantitative Association Rules for Knowledge Discovery in Geochemical Data Problem.
IEEE Access, 2020

Disentangled Intensive Triplet Autoencoder for Infant Functional Connectome Fingerprinting.
Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2020, 2020

A Deep Spatial Context Guided Framework for Infant Brain Subcortical Segmentation.
Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2020, 2020

2019
General interval approach for encoding words into interval type-2 fuzzy sets based on normal distribution and free parameter.
Soft Comput., 2019

An interval Type-2 fuzzy sets generation method for remote sensing imagery classification.
Comput. Geosci., 2019

Early Development of Infant Brain Complex Network.
Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2019, 2019

Deep Granular Feature-Label Distribution Learning for Neuroimaging-Based Infant Age Prediction.
Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2019, 2019

Hyperspectral Image Classification Based on Generative Adversarial Networks with Feature Fusing and Dynamic Neighborhood Voting Mechanism.
Proceedings of the 2019 IEEE International Geoscience and Remote Sensing Symposium, 2019

Geologic Body Classification of Hyperspectral Data Based on Dilated Convolution Neural Network at Tianshan Area.
Proceedings of the 2019 IEEE International Geoscience and Remote Sensing Symposium, 2019

2018
Semisupervised Hyperspectral Image Classification Based on Generative Adversarial Networks.
IEEE Geosci. Remote. Sens. Lett., 2018

Enhanced IT2FCM algorithm using object-based triangular fuzzy set modeling for remote-sensing clustering.
Comput. Geosci., 2018

2017
Statistical Inference in Rough Set Theory Based on Kolmogorov-Smirnov Goodness-of-Fit Test.
IEEE Trans. Fuzzy Syst., 2017

Hyperspectral Band Selection Based on Deep Convolutional Neural Network and Distance Density.
IEEE Geosci. Remote. Sens. Lett., 2017

Interval approach for encoding words into interval type-2 fuzzy sets based on normal distribution and free parameter.
Proceedings of the 13th International Conference on Natural Computation, 2017

The construction of non-convex fuzzy sets.
Proceedings of the 13th International Conference on Natural Computation, 2017

2016
Remote sensing clustering analysis based on object-based interval modeling.
Comput. Geosci., 2016

2015
A remote sensing image fusion method based on feedback sparse component analysis.
Comput. Geosci., 2015

Land Cover Classification Based on Adaptive Interval-Valued Type-2 Fuzzy Clustering Analysis.
Proceedings of the Knowledge Science, Engineering and Management, 2015

2014
A fast mixing matrix estimation method in the wavelet domain.
Signal Process., 2014

2013
Statistical Inference of Rough Set Dependence and Importance Analysis.
IEEE Trans. Fuzzy Syst., 2013

A new blind image source separation algorithm based on feedback sparse component analysis.
Signal Process., 2013

The construction of general type-2 fuzzy sets.
Proceedings of the 2013 IEEE International Conference on Granular Computing, 2013

2012
Sensitivity Analysis of Fuzzy Inference Neural Network and the Application in Band Selection.
Proceedings of the 2012 IEEE/WIC/ACM International Conferences on Web Intelligence, 2012

2011
Reduced error specialization based on the information content of rule set.
Proceedings of the Eighth International Conference on Fuzzy Systems and Knowledge Discovery, 2011

2010
An improved training algorithm of T-S model HHFNN based on ridge regression function.
Proceedings of the Sixth International Conference on Natural Computation, 2010

2009
A new training algorithm for HHFNN based on Gaussian membership function for approximation.
Neurocomputing, 2009

The information content of fuzzy relations and fuzzy rules.
Comput. Math. Appl., 2009

2008
The information content of rules and rule sets and its application.
Sci. China Ser. F Inf. Sci., 2008

Distributed Mining Core of Attributes on Horizontally Partitioned Data.
Proceedings of the PACIIA 2008, 2008

Randomization Test for Importance Degree of Variables in Rough Set Theory.
Proceedings of the PACIIA 2008, 2008

DbEr: A New Discretization Algorithm Based on the Entropy of Relation.
Proceedings of the Fifth International Conference on Fuzzy Systems and Knowledge Discovery, 2008

2007
The Outer Impartation Information Content of Rules and Rule Sets.
Proceedings of the Intelligent Data Engineering and Automated Learning, 2007

2005
The Entropy of Relations and a New Approach for Decision Tree Learning.
Proceedings of the Fuzzy Systems and Knowledge Discovery, Second International Conference, 2005


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