Hualou Liang

According to our database1, Hualou Liang authored at least 61 papers between 1995 and 2023.

Collaborative distances:



In proceedings 
PhD thesis 




Leveraging GPT-4 for food effect summarization to enhance product-specific guidance development via iterative prompting.
J. Biomed. Informatics, December, 2023

PharmBERT: a domain-specific BERT model for drug labels.
Briefings Bioinform., July, 2023

Fine-tuning BERT for automatic ADME semantic labeling in FDA drug labeling to enhance product-specific guidance assessment.
J. Biomed. Informatics, February, 2023

Two-Stage Fine-Tuning: A Novel Strategy for Learning Class-Imbalanced Data.
CoRR, 2022

Improving Imbalanced Learning by Pre-finetuning with Data Augmentation.
Proceedings of the Fourth International Workshop on Learning with Imbalanced Domains: Theory and Applications, 2022

Information Extraction From FDA Drug Labeling to Enhance Product-Specific Guidance Assessment Using Natural Language Processing.
Frontiers Res. Metrics Anal., 2021

A Copula-Based Granger Causality Measure for the Analysis of Neural Spike Train Data.
IEEE ACM Trans. Comput. Biol. Bioinform., 2018

Granger-Geweke causality: Estimation and interpretation.
NeuroImage, 2018

Structure-Function Network Mapping and Its Assessment via Persistent Homology.
PLoS Comput. Biol., 2017

Joint analysis of spikes and local field potentials using copula.
NeuroImage, 2016

Wavelet Analysis.
Proceedings of the Encyclopedia of Computational Neuroscience, 2014

A copula approach to assessing Granger causality.
NeuroImage, 2014

Perceptual suppression revealed by Adaptive Multi-Scale Entropy Analysis of Local Field potential in monkey Visual cortex.
Int. J. Neural Syst., 2013

Adaptive Multiscale Entropy Analysis of Multivariate Neural Data.
IEEE Trans. Biomed. Eng., 2012

Causality analysis of neural connectivity: New tool and limitations of spectral Granger causality.
Neurocomputing, 2012

Noise-Assisted Instantaneous Coherence Analysis of Brain Connectivity.
Comput. Intell. Neurosci., 2012

Variance Entropy: A Method for Characterizing Perceptual Awareness of Visual Stimulus.
Appl. Comput. Intell. Soft Comput., 2012

Causality Analysis of Neural Connectivity: Critical Examination of Existing Methods and Advances of New Methods.
IEEE Trans. Neural Networks, 2011

Extraction of microsaccade-related signal from single-trial local field potential by ICA with reference.
Neural Comput. Appl., 2011

Uncovering perceptual awareness of visual stimulus with adaptive multiscale entropy.
Proceedings of the 3rd International Conference on Awareness Science and Technology, 2011

Extraction of Bistable-Percept-Related Features From Local Field Potential by Integration of Local Regression and Common Spatial Patterns.
IEEE Trans. Biomed. Eng., 2009

Relaxation-Based Feature Selection for Single-Trial Decoding of Bistable Perception.
IEEE Trans. Biomed. Eng., 2009

Spatiotemporal Neural Integration for Bistable Perception in a Response-Time Structure-From-Motion Task.
IEEE Trans. Biomed. Eng., 2009

Extraction of percept-related induced local field potential during spontaneously reversing perception.
Neural Networks, 2009

A Novel Moving Object Tracking Method Using ICA-R.
Proceedings of the Advances in Neural Networks, 2009

Watermark Image Restoration Method Based on Block Hopfield Network.
Proceedings of the Advances in Neural Networks, 2009

Reference Signal Impact on EEG Energy.
Proceedings of the Advances in Neural Networks, 2009

Percept-related cortical induced activity during bistable perception.
Proceedings of the International Joint Conference on Neural Networks, 2009

A novel audio color watermarking scheme based on self-organizing map.
Proceedings of the International Joint Conference on Neural Networks, 2009

A semi-blind EM algorithm for overcomplete ICA.
Proceedings of the IEEE International Conference on Acoustics, 2009

BSMART: A Matlab/C.
Neural Networks, 2008

A blind source separation-based method for multiple images encryption.
Image Vis. Comput., 2008

Single-Trial Classification of Bistable Perception by Integrating Empirical Mode Decomposition, Clustering, and Support Vector Machine.
EURASIP J. Adv. Signal Process., 2008

Single-Trial Decoding of Bistable Perception Based on Sparse Nonnegative Tensor Decomposition.
Comput. Intell. Neurosci., 2008

Single-trial bistable perception classification based on sparse nonnegative tensor decomposition.
Proceedings of the International Joint Conference on Neural Networks, 2008

A fast algorithm for one-unit ICA-R.
Inf. Sci., 2007

Single-trial evoked potential estimation using wavelets.
Comput. Biol. Medicine, 2007

Spatiotemporal Integration of Neuronal Activity for Single-Trial Classifications of Bistable Perception.
Proceedings of the International Joint Conference on Neural Networks, 2007

A blind source separation based method for speech encryption.
IEEE Trans. Circuits Syst. I Regul. Pap., 2006

Relaxation-Based Multichannel Signal Combination (RELAX-MUSIC) for ROC Analysis of Percept-Related Neuronal Activity.
IEEE Trans. Biomed. Eng., 2006

Modelling ECT effects by connectivity changes in cortical neural networks.
Neurocomputing, 2006

A Fast Decryption Algorithm for BSS-Based Image Encryption.
Proceedings of the Advances in Neural Networks - ISNN 2006, Third International Symposium on Neural Networks, Chengdu, China, May 28, 2006

Speech Enhancement Using ICA with EMD-Based Reference.
Proceedings of the Independent Component Analysis and Blind Signal Separation, 2006

Application of the empirical mode decomposition to the analysis of esophageal manometric data in gastroesophageal reflux disease.
IEEE Trans. Biomed. Eng., 2005

Empirical mode decomposition: a method for analyzing neural data.
Neurocomputing, 2005

Analysis of phase shifts in clinical EEG evoked by ECT.
Neurocomputing, 2005

Empirical mode decomposition of field potentials from macaque V4 in visual spatial attention.
Biol. Cybern., 2005

Blind Source Separation-Based Encryption of Images and Speeches.
Proceedings of the Advances in Neural Networks - ISNN 2005, Second International Symposium on Neural Networks, Chongqing, China, May 30, 2005

Speech Segregation Using Constrained ICA.
Proceedings of the Advances in Neural Networks, 2004

Top-down anticipatory control in prefrontal cortex.
Theory Biosci., 2003

Temporal dynamics of attention-modulated neuronal synchronization in macaque V4.
Neurocomputing, 2003

Stimulus artifact cancellation in the serosal recordings of gastric myoelectric activity using wavelet transform.
IEEE Trans. Biomed. Eng., 2002

Erratum to "Temporal dynamics of information flow in the cerebral cortex" [Neurocomputing 38-40 (2001) 1429-1435].
Neurocomputing, 2002

Detection of delayed gastric emptying from electrogastrograms with support vector machine.
IEEE Trans. Biomed. Eng., 2001

Temporal dynamics of information flow in the cerebral cortex.
Neurocomputing, 2001

The detection of cognitive state transitions by stability changes in event-related cortical field potentials.
Neurocomputing, 2001

On the tracking of dynamic functional relations in monkey cerebral cortex.
Neurocomputing, 2000

Short-window spectral analysis of cortical event-related potentials by adaptive multivariate autoregressive modeling: data preprocessing, model validation, and variability assessment.
Biol. Cybern., 2000

Improvement of Cascade Correlation Learning Algorithm with an Evolutionary Initialization.
Inf. Sci., 1998

Blind Signal Separation with a Flexible Non-Linearity.
Proceedings of the Fifth International Conference on Neural Information Processing, 1998

Error Estimation and Error Bounds for Neural Network.
Proceedings of the 2nd New Zealand Two-Stream International Conference on Artificial Neural Networks and Expert Systems (ANNES '95), 1995