Heng Huang

发表

Simultaneous Spatial-Temporal Decomposition of Connectome-Scale Brain Networks by Deep Sparse Recurrent Auto-Encoders

Yu Zhao, Qing Li, Tianming Liu, 2019, IPMI.

Deep Learning-Based Image Segmentation on Multimodal Medical Imaging

Xiang Li, Quanzheng Li, Heng Huang, 2019, IEEE Transactions on Radiation and Plasma Medical Sciences.

Modeling Task fMRI Data via Deep Convolutional Autoencoder

Yu Zhao, Heng Huang, Xintao Hu, 2017, IPMI.

Virtual molecular projections and convolutional neural networks for end-to-end modeling of nanoparticle activities and properties.

Heng Huang, Daniel P. Russo, Bing Yan, 2020, Analytical chemistry.

Functional2Structural: Cross-Modality Brain Networks Representation Learning

Paul M. Thompson, O. Ajilore, A. Leow, 2022, 2205.07854.

BI AVAN: Brain inspired Adversarial Visual Attention Network

Xintao Hu, Tianming Liu, Dajiang Zhu, 2022, 2210.15790.

Signed graph representation learning for functional-to-structural brain network mapping

Paul M. Thompson, Yalin Wang, O. Ajilore, 2022, Medical Image Anal..

Sparse representation of whole-brain fMRI signals for identification of functional networks

Heng Huang, Jinglei Lv, Tuo Zhang, 2015, Medical Image Anal..

Modeling Hierarchical Brain Networks via Volumetric Sparse Deep Belief Network

Jinglei Lv, Heng Huang, Dinggang Shen, 2020, IEEE Transactions on Biomedical Engineering.

Discovering hierarchical common brain networks via multimodal deep belief network

Heng Huang, Dajiang Zhu, Tianming Liu, 2019, Medical Image Anal..

Latent source mining in FMRI via restricted Boltzmann machine

Bo Peng, Jinglei Lv, Xintao Hu, 2018, Human brain mapping.

Modeling Task fMRI Data Via Deep Convolutional Autoencoder

Yu Zhao, Xintao Hu, Lei Guo, 2018, IEEE Transactions on Medical Imaging.

Fast and Scalable Distributed Deep Convolutional Autoencoder for fMRI Big Data Analytics

Athanasios V. Vasilakos, Yu Zhao, Heng Huang, 2017, Neurocomputing.

Four-Dimensional Modeling of fMRI Data via Spatio–Temporal Convolutional Neural Networks (ST-CNNs)

Quanzheng Li, Yu Zhao, Tianming Liu, 2018, IEEE Transactions on Cognitive and Developmental Systems.

Hierarchical Organization of Functional Brain Networks Revealed by Hybrid Spatiotemporal Deep Learning

Xintao Hu, Lei Guo, Shijie Zhao, 2020, Brain Connect..

Decoding Auditory Saliency from Brain Activity Patterns during Free Listening to Naturalistic Audio Excerpts

Xi Jiang, Lei Guo, Junwei Han, 2018, Neuroinformatics.

The Cerebral Cortex is Bisectionally Segregated into Two Fundamentally Different Functional Units of Gyri and Sulci.

Xiao Li, Lin Zhao, Tuo Zhang, 2018, Cerebral cortex.

Medical image segmentation based on multi-modal convolutional neural network: Study on image fusion schemes

Zhe Guo, Xiang Li, Heng Huang, 2017, 2018 IEEE 15th International Symposium on Biomedical Imaging (ISBI 2018).

Latent source mining of fMRI data via deep belief network

Wei Zhang, Heng Huang, Lei Li, 2018, 2018 IEEE 15th International Symposium on Biomedical Imaging (ISBI 2018).

Exploring Intrinsic Functional Differences of Gyri, Sulci and 2-Hinge, 3-Hinge Joints on Cerebral Cortex

Lei Guo, Tianming Liu, Xi Jiang, 2019, 2019 IEEE 16th International Symposium on Biomedical Imaging (ISBI 2019).

Explore the Hierarchical Auditory Information Processing Via Deep Convolutional Autoencoder

Huan Liu, Xintao Hu, Tianming Liu, 2019, 2019 IEEE 16th International Symposium on Biomedical Imaging (ISBI 2019).

Simultaneous spatial-temporal decomposition for connectome-scale brain networks by deep sparse recurrent auto-encoder

Qing Li, Yu Zhao, Tianming Liu, 2021, Brain Imaging and Behavior.

Latent source mining in FMRI data via deep neural network

Heng Huang, Jinglei Lv, Xintao Hu, 2016, 2016 IEEE 13th International Symposium on Biomedical Imaging (ISBI).

Deep Neural Networks for In Situ Hybridization Grid Completion and Clustering

Heng Huang, Tianming Liu, Tianming Liu, 2020, IEEE/ACM Transactions on Computational Biology and Bioinformatics.

Deep Learning Models Unveiled Functional Difference Between Cortical Gyri and Sulci

Yu Zhao, Huan Liu, Lei Guo, 2019, IEEE Transactions on Biomedical Engineering.