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Author Details

Heng Huang
University of Pittsburgh
2004
109
20
PMIDPaper TitleJournal TitlePublished Year
36374890Contrastive Brain Network Learning via Hierarchical Signed Graph Pooling Model.IEEE Trans Neural Netw Learn Syst2024
37812559A Bayesian Federated Learning Framework With Online Laplace Approximation.IEEE Trans Pattern Anal Mach Intell2024
36442294Signed graph representation learning for functional-to-structural brain network mapping.Med Image Anal2023
37022798Adaptive Hierarchical Similarity Metric Learning With Noisy Labels.IEEE Trans Image Process2023
32946382Large-Scale Nonlinear AUC Maximization via Triply Stochastic Gradients.IEEE Trans Pattern Anal Mach Intell2022
35766879Mutant VPS35-D620N induces motor dysfunction and impairs DAT-mediated dopamine recycling pathway.Hum Mol Genet2022
36687764HIERARCHICAL BRAIN EMBEDDING USING EXPLAINABLE GRAPH LEARNING.Proc IEEE Int Symp Biomed Imaging2022
35903810A Hierarchical Graph Learning Model for Brain Network Regression Analysis.Front Neurosci2022
33591910Scaling Up Generalized Kernel Methods.IEEE Trans Pattern Anal Mach Intell2022
33667166Faster Stochastic Quasi-Newton Methods.IEEE Trans Neural Netw Learn Syst2022
35263251DSNet: A Dual-Stream Framework for Weakly-Supervised Gigapixel Pathology Image Analysis.IEEE Trans Med Imaging2022
34161243Privacy-Preserving Asynchronous Vertical Federated Learning Algorithms for Multiparty Collaborative Learning.IEEE Trans Neural Netw Learn Syst2022
33108295Wavelet-Based Dual Recursive Network for Image Super-Resolution.IEEE Trans Neural Netw Learn Syst2022
32845848Efficient Active Learning by Querying Discriminative and Representative Samples and Fully Exploiting Unlabeled Data.IEEE Trans Neural Netw Learn Syst2021
35449787Disentangled and Proportional Representation Learning for Multi-View Brain Connectomes.Med Image Comput Comput Assist Interv2021
35299717Interpretable temporal graph neural network for prognostic prediction of Alzheimer's disease using longitudinal neuroimaging data.Proceedings (IEEE Int Conf Bioinformatics Biomed)2021
34375808CommPOOL: An interpretable graph pooling framework for hierarchical graph representation learning.Neural Netw2021
34010131Non-Greedy L21-Norm Maximization for Principal Component Analysis.IEEE Trans Image Process2021
33449878Panoptic Feature Fusion Net: A Novel Instance Segmentation Paradigm for Biomedical and Biological Images.IEEE Trans Image Process2021
32915732PDAM: A Panoptic-Level Feature Alignment Framework for Unsupervised Domain Adaptive Instance Segmentation in Microscopy Images.IEEE Trans Med Imaging2021
32857699Scalable Kernel Ordinal Regression via Doubly Stochastic Gradients.IEEE Trans Neural Netw Learn Syst2021
30106689Deep Neural Networks for In Situ Hybridization Grid Completion and Clustering.IEEE/ACM Trans Comput Biol Bioinform2020
337484204D Modeling of fMRI Data via Spatio-Temporal Convolutional Neural Networks (ST-CNN).IEEE Trans Cogn Dev Syst2020
31647417Modeling Hierarchical Brain Networks via Volumetric Sparse Deep Belief Network.IEEE Trans Biomed Eng2020
32056450Hierarchical Organization of Functional Brain Networks Revealed by Hybrid Spatiotemporal Deep Learning.Brain Connect2020
31797582Predicting Longitudinal Outcomes of Alzheimer's Disease via a Tensor-Based Joint Classification and Regression Model.Pac Symp Biocomput2020
31945001Robust Cumulative Crowdsourcing Framework Using New Incentive Payment Function and Joint Aggregation Model.IEEE Trans Neural Netw Learn Syst2020
33173559A GENERALIZED FRAMEWORK OF PATHLENGTH ASSOCIATED COMMUNITY ESTIMATION FOR BRAIN STRUCTURAL NETWORK.Proc IEEE Int Symp Biomed Imaging2020
32970421Virtual Molecular Projections and Convolutional Neural Networks for the End-to-End Modeling of Nanoparticle Activities and Properties.Anal Chem2020
30281424Deep Learning Models Unveiled Functional Difference Between Cortical Gyri and Sulci.IEEE Trans Biomed Eng2019
34722958Deep Learning-based Image Segmentation on Multimodal Medical Imaging.IEEE Trans Radiat Plasma Med Sci2019
31354405Identifying Imaging Markers for Predicting Cognitive Assessments Using Wasserstein Distances Based Matrix Regression.Front Neurosci2019
31354187Fast and scalable distributed deep convolutional autoencoder for fMRI big data analytics.Neurocomputing (Amst)2019
30954851Discovering hierarchical common brain networks via multimodal deep belief network.Med Image Anal2019
30541110The Cerebral Cortex is Bisectionally Segregated into Two Fundamentally Different Functional Units of Gyri and Sulci.Cereb Cortex2019
28641247Modeling Task fMRI Data Via Deep Convolutional Autoencoder.IEEE Trans Med Imaging2018
29993863Multi-Pass Fast Watershed for Accurate Segmentation of Overlapping Cervical Cells.IEEE Trans Med Imaging2018
29802511Cognitive Assessment Prediction in Alzheimer's Disease by Multi-Layer Multi-Target Regression.Neuroinformatics2018
30011249Longitudinal Genotype-Phenotype Association Study through Temporal Structure Auto-Learning Predictive Model.J Comput Biol2018
31179446Joint High-Order Multi-Task Feature Learning to Predict the Progression of Alzheimer's Disease.Med Image Comput Comput Assist Interv2018
31106305Temporal Correlation Structure Learning for MCI Conversion Prediction.Med Image Comput Comput Assist Interv2018
30423101Quantitative trait loci identification for brain endophenotypes via new additive model with random networks.Bioinformatics2018
30423066Conditional generative adversarial network for gene expression inference.Bioinformatics2018
29488069Decoding Auditory Saliency from Brain Activity Patterns during Free Listening to Naturalistic Audio Excerpts.Neuroinformatics2018
29457314Latent source mining in FMRI via restricted Boltzmann machine.Hum Brain Mapp2018
29218896Genotype-phenotype association study via new multi-task learning model.Pac Symp Biocomput2018
29218891IMAGING GENOMICS.Pac Symp Biocomput2018
27429445From Protein Sequence to Protein Function via Multi-Label Linear Discriminant Analysis.IEEE/ACM Trans Comput Biol Bioinform2017
28282641Dual discriminative local coding for tissue aging analysis.Med Image Anal2017
28358678Low Dimensional Representation of Fisher Vectors for Microscopy Image Classification.IEEE Trans Med Imaging2017
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Collaborators

Li Shen
University of Pennsylvania
Co-authored papers 35
Andrew J Saykin
Indiana University School of Medicine
Co-authored papers 24
Shannon L Risacher
Indiana University School of Medicine
Co-authored papers 18
Jingwen Yan
Indiana University Purdue University Indianapolis (IUPUI)
Co-authored papers 17
Tianming Liu
Department of Computer Science and Bioimaging Research Center, University of Georgia
Co-authored papers 13
Sungeun Kim
Center for Neuroimaging, Indiana University School of Medicine
Co-authored papers 12
Dinggang Shen
ShanghaiTech University.
Co-authored papers 12
Xiaoqian Wang
University of Pittsburgh
Co-authored papers 10
Mei Chen
Robotics Institute, Carnegie Mellon University
Co-authored papers 9
Jason H Moore
Cedars-Sinai Medical Center
Co-authored papers 7
Kwangsik Nho
Indiana University School of Medicine
Co-authored papers 6
Yu Zhao
Siemens Healthineers
Co-authored papers 6
Shijie Zhao
Northwestern Polytechnical University
Co-authored papers 4
Milad Makkie
Shaanxi Normal University
Co-authored papers 4
Xiaohui Yao
Shanghai Veterinary Research Institute, Chinese Academy of Agricultural Sciences
Co-authored papers 3
Fan Zhang
Affiliated Brain Hospital of Guangzhou Medical University
Co-authored papers 3
Wei Zhang
The Third Hospital of Hebei Medical University
Co-authored papers 3
Quanzheng Li
Massachusetts General Hospital
Co-authored papers 3
Hongchang Gao
Beijing Institute of Technology
Co-authored papers 2
Xiang Li
Massachusetts General Hospital and Harvard Medical School
Co-authored papers 2
Athanasios V Vasilakos
Center for AI Research (CAIR), University of Agder (UiA)
Co-authored papers 1
Kefei Liu
Suzhou Institute for Advanced Research, University of Science and Technology of China
Co-authored papers 1
Kyung-Ah Sohn
Co-authored papers 1
Melissa Lamar
Institute for Minority Health Research, University of Illinois at Chicago
Co-authored papers 1
Zhe Guo
The University of Aizu, The Second Xiangya Hospital, Central South University
Co-authored papers 1
Paul M Thompson
University of Southern California
Co-authored papers 1
Mo Zhang
Center for Data Science, Peking University
Co-authored papers 1
Xiang Li
Massachusetts General Hospital
Co-authored papers 1
Ning Guo
Beijing Tongren Hospital, Capital Medical University
Co-authored papers 1
Xiantong Zhen
University of Amsterdam
Co-authored papers 1
Release 1.2