Journal Papers

2024

@article{
Author = {Wu, Y. and Wu, M.},
Title = {Biomedical data mining and machine learning for disease diagnosis and health informatics},
Journal = {Bioengineering},
Volume = {11},
Number = {4},
Pages = {364},
Year = {2024},
doi = {10.3390/bioengineering11040364} }

2022

@article{
Author = {Wu, Y. and Ghoraani, B.},
Title = {Biological signal processing and analysis for healthcare monitoring},
Journal = {Sensors},
Volume = {22},
Number = {14},
Pages = {5341},
Year = {2022},
doi = {10.1155/2022/9861801} }

@article{
Author = {Wu, Y. and Krishnan, S. and Ghoraani, B.},
Title = {Computational methods for physiological signal processing and data analysis},
Journal = {Computational and Mathematical Methods in Medicine},
Volume = {2022},
Pages = {9861801},
Year = {2022},
doi = {10.1155/2022/9861801} }

@article{
Author = {Bao, G. and Lin, M. and Sang, X. and Hou Y. and Liu, Y. and Wu, Y.},
Title = {Classification of dysphonic voices in Parkinson's disease with semi-supervised competitive learning algorithm},
Journal = {Biosensors},
Volume = {12},
Number = {7},
Pages = {502},
Year = {2022},
doi = {10.3390/bios12070502} }

@article{
Author = {Lin, M. and Bao, G. and Sang, X. and Wu, Y.},
Title = {Recent advanced deep learning architectures for retinal fluid segmentation on optical coherence tomography images},
Journal = {Sensors},
Volume = {22},
Number = {8},
Pages = {3055},
Year = {2022},
doi = {10.3390/s22083055} }

2019

@article{
Author = {Zhang, B. and Xu, W. and Wu, Y. and Wang, L.},
Title = {Design and performance analysis of multilevel code-shifted M-ary differential chaos shift keying system},
Journal = {IEEE Transactions on Circuits and Systems II: Express Briefs},
Volume = {66},
Number = {7},
Pages = {1257-1261},
Year = {2019},
doi = {10.1109/TCSII.2018.2880779} }

2017

@article{
Author = {Wu, Y. and Chen, P. and Yao, Y. and Ye, X. and Xiao, Y. and Liao, L. and Wu, M. and Chen, J.},
Title = {Dysphonic voice pattern analysis of patients in Parkinson's disease using minimum inter-class probability risk feature selection and {Bagging} ensemble learning methods},
Journal = {Computational and Mathematical Methods in Medicine},
Volume = {2017},
Pages = {4201984},
Year = {2017},
doi = {10.1155/2017/4201984} }

@article{
Author = {Wu, Y. and Chen, P. and Luo, X. and Wu, M. and Liao, L. and Yang, S. and Rangayyan, R. M.},
Title = {Measuring signal fluctuations in gait rhythm time series of patients with {Parkinson's} disease using entropy parameters},
Journal = {Biomedical Signal Processing and Control},
Volume = {31},
Pages = {265-271},
Year = {2017},
doi = {10.1016/j.bspc.2016.08.022} }

@article{
Author = {Wu, Y. and Yao, Y. and Xiao, Y. and Ye, X. and Chen, P. and Liao, L. and Wu, M. and Rangayyan, R. M.},
Title = {Separation and identification of rhythm components of local field potential signals in awake mice using ensemble empirical mode decomposition},
Journal = {Biomedical Engineering: Applications, Basis and Communications},
Volume = {29},
Number = {4},
Pages = {1750029},
Year = {2017},
doi = {10.4015/S1016237217500296} }

2016

@article{
Author = {Wu, Y. and Chen, P. and Luo, X. and Huang, H. and Liao, L. and Yao, Y. and Wu, M. and Rangayyan, R. M.},
Title = {Quantification of knee vibroarthrographic signal irregularity associated with patellofemoral joint cartilage pathology based on entropy and envelope amplitude measures},
Journal = {Computer Methods and Programs in Biomedicine},
Volume = {130},
Pages = {1-12},
Year = {2016},
doi = {10.1016/j.cmpb.2016.03.021} }

@article{
Author = {Zeng, J. and Li, D. and Wu, Y. and Zou, Q. and Liu, X.},
Title = {An empirical study of features fusion techniques for protein-protein interaction prediction},
Journal = {Current Bioinformatics},
Volume = {11},
Number = {1},
Pages = {4-12},
Year = {2016},
doi = {10.2174/1574893611666151119221435} }

@article{
Author = {Wu, M. and Liao, L. and Luo, X. and Ye, X. and Yao, Y. and Chen, P. and Shi, L. and Huang, H. and Wu, Y.},
Title = {Analysis and classification of stride patterns associated with children development using gait signal dynamics parameters and ensemble learning algorithms},
Journal = {BioMed Research International},
Volume = {2016},
Pages = {9246280},
Year = {2016},
doi = {10.1155/2016/9246280} }

2014

@article{
Author = {Yang, S. and Cai, S. and Zheng, F. and Wu, Y. and Liu, K. and Wu, M. and Zou, Q. and Chen, J.},
Title = {Representation of fluctuation features in pathological knee joint vibroarthrographic signals using kernel density modeling method},
Journal = {Medical Engineering and Physics},
Volume = {36},
Number = {10},
Pages = {1305-1311},
Year = {2014},
doi = {10.1016/j.medengphy.2014.07.008} }

@article{
Author = {Song, L. and Li, D. and Zeng, X. and Wu, Y. and Guo, L. and Zou, Q.},
Title = {nDNA-prot: identification of DNA-binding proteins based on unbalanced classification},
Journal = {BMC Bioinformatics},
Volume = {15},
Pages = {298},
Year = {2014},
doi = {10.1186/1471-2105-15-298} }

@article{
Author = {Wu, Y. and Luo, X. and Zheng, F. and Yang, S. and Cai, S. and Ng, S. C.},
Title = {Adaptive linear and normalized combination of radial basis function networks for function approximation and regression},
Journal = {Mathematical Problems in Engineering},
Volume = {2014},
Pages = {913897},
Year = {2014},
doi = {10.1016/j.medengphy.2014.07.008} }

@article{
Author = {Zou, Q. and Mao, Y. and Hu, L. and Wu, Y. and Ji, Z.},
Title = {{miRClassify}: an advanced web server for {miRNA} family classification and annotation},
Journal = {Computers in Biology and Medicine},
Volume = {45},
Pages = {157-160},
Year = {2014},
doi = {10.1016/j.compbiomed.2013.12.007} }

@article{
Author = {Yang, S. and Zheng, F. and Luo, X. and Cai, S. and Wu, Y. and Liu, K. and Wu, M. and Chen, J. and Krishnan, S.},
Title = {Effective dysphonia detection using feature dimension reduction and kernel density estimation for patients with {Parkinson's} disease},
Journal = {PLoS ONE},
Volume = {9},
Number = {2},
Pages = {e88825},
Year = {2014},
doi = {10.1371/journal.pone.0088825} }

@article{
Author = {Wu, Y. and Yang, S. and Zheng, F. and Cai, S. and Lu, M. and Wu, M.},
Title = {Removal of artifacts in knee joint vibroarthrographic signals using ensemble empirical mode decomposition and detrended fluctuation analysis},
Journal = {Physiological Measurement},
Volume = {35},
Number = {3},
Pages = {429-439},
Year = {2014},
doi = {10.1088/0967-3334/35/3/429} }

@article{
Author = {Wang, Q. and Wei, L. and Guan, X. and Wu, Y. and Zou, Q. and Ji, Z.},
Title = {Briefing in family characteristics of {microRNAs} and their applications in cancer research},
Journal = {Biochimica et Biophysica Acta: Proteins and Proteomics},
Volume = {1844},
Number = {1},
Pages = {191-197},
Year = {2014},
doi = {10.1016/j.bbapap.2013.08.002} }

@article{
Author = {Lin, C. and Chen, W. and Qiu, C. and Wu, Y. and Krishnan, S. and Zou, Q.},
Title = {LibD3C: ensemble classifiers with a clustering and dynamic selection strategy},
Journal = {Neurocomputing},
Volume = {123},
Pages = {424-435},
Year = {2014},
doi = {10.1016/j.neucom.2013.08.004} }

2013

@article{
Author = {Zou, Q. and Wang, Z. and Liu, B. and Wu, Y. and Lin, Z. and Guan, X.},
Title = {An approach for identifying cytokines based on a novel ensemble classifier},
Journal = {BioMed Research International},
Volume = {2013},
Pages = {686090},
Year = {2013},
doi = {10.1155/2013/686090} }

@article{
Author = {Wu, Y. and Cai, S. and Yang, S. and Zheng, F. and Xiang, N.},
Title = {Classification of knee joint vibration signals using bivariate feature distribution estimation and maximal posterior probability decision criterion},
Journal = {Entropy},
Volume = {15},
Number = {4},
Pages = {1375-1387},
Year = {2013},
doi = {10.3390/e15041375} }

@article{
Author = {Cai, S. and Yang, S. and Zheng, F. and Lu, M. and Wu, Y. and Krishnan, S.},
Title = {Knee joint vibration signal analysis with matching pursuit decomposition and dynamic weighted classifier fusion},
Journal = {Computational and Mathematical Methods in Medicine},
Volume = {2013},
Pages = {904267},
Year = {2013},
doi = {10.1155/2013/904267} }

@article{
Author = {Xiang, N. and Cai, S. and Yang, S. and Zhong, Z. and Zheng, F. and He, J. and Wu, Y.},
Title = {Statistical analysis of gait maturation in children using nonparametric probability density function modeling},
Journal = {Entropy},
Volume = {15},
Number = {3},
Pages = {753-766},
Year = {2013},
doi = {10.3390/e15030753} }

@article{
Author = {Rangayyan, R. M. and Oloumi, F. and Wu, Y. and Cai, S.},
Title = {Fractal analysis of knee-joint vibroarthrographic signals via power spectral analysis},
Journal = {Biomedical Signal Processing and Control},
Volume = {8},
Number = {1},
Pages = {23-29},
Year = {2013},
doi = {10.1016/j.bspc.2012.05.004} }

2011

@article{
Author = {Wu, Y. and Shi, L.},
Title = {Analysis of altered gait cycle duration in amyotrophic lateral sclerosis based on nonparametric probability density function estimation},
Journal = {Medical Engineering \& Physics},
Volume = {33},
Number = {3},
Pages = {347-355},
Year = {2011},
doi = {10.1016/j.medengphy.2010.10.023} }

@article{
Author = {Wu, Y. and Krishnan, S.},
Title = {Combining least-squares support vector machines for classification of biomedical signals: a case study with knee-joint vibroarthrographic signals},
Journal = {Journal of Experimental \& Theoretical Artificial Intelligence},
Volume = {23},
Number = {1},
Pages = {63-77},
Year = {2011},
doi = {10.1080/0952813X.2010.506288} }

2010

@article{
Author = {Wu, Y. and Krishnan, S. and Rangayyan, R. M.},
Title = {Computer-aided diagnosis of knee-joint disorders via vibroarthrographic signal analysis: a review},
Journal = {Critical Reviews in Biomedical Engineering},
Volume = {38},
Number = {2},
Pages = {201-224},
Year = {2010},
doi = {10.1615/CritRevBiomedEng.v38.i2.60} }

@article{
Author = {Wu, Y. and Krishnan, S.},
Title = {Statistical analysis of gait rhythm in patients with {Parkinson's} disease},
Journal = {IEEE Transactions on Neural Systems and Rehabilitation Engineering},
Volume = {18},
Number = {2},
Pages = {150-158},
Year = {2010},
doi = {10.1109/TNSRE.2009.2033062} }

@article{
Author = {Rangayyan, R. M. and Wu, Y.},
Title = {Screening of knee-joint vibroarthrographic signals using probability density functions estimated with {Parzen} windows},
Journal = {Biomedical Signal Processing and Control},
Volume = {5},
Number = {1},
Pages = {53-58},
Year = {2010},
doi = {10.1016/j.bspc.2009.03.008} }

2009

@article{
Author = {Wu, Y. and Krishnan, S.},
Title = {Computer-aided analysis of gait rhythm fluctuations in amyotrophic lateral sclerosis},
Journal = {Medical \& Biological Engineering \& Computing},
Volume = {47},
Number = {11},
Pages = {1165-1171},
Year = {2009},
doi = {10.1007/s11517-009-0527-z} }

@article{
Author = {Wu, Y. and Rangayyan, R. M.},
Title = {An unbiased linear adaptive filter with normalized coefficients for the removal of noise in electrocardiographic signals},
Journal = {International Journal of Cognitive Informatics and Natural Intelligence},
Volume = {3},
Number = {4},
Pages = {73-90},
Year = {2009},
doi = {10.4018/jcini.2009062305} }

@article{
Author = {Rangayyan, R. M. and Wu, Y.},
Title = {Analysis of vibroarthrographic signals with features related to signal variability and radial-basis functions},
Journal = {Annals of Biomedical Engineering},
Volume = {37},
Number = {1},
Pages = {156-163},
Year = {2009},
doi = {10.1007/s10439-008-9601-1} }

@article{
Author = {Wu, Y. and Rangayyan, R. M. and Zhou, Y. and Ng, S. C.},
Title = {Filtering electrocardiographic signals using an unbiased and normalized adaptive noise reduction system},
Journal = {Medical Engineering \& Physics},
Volume = {31},
Number = {1},
Pages = {17-26},
Year = {2009},
doi = {10.1016/j.medengphy.2008.03.004} }

2008

@article{
Author = {Rangayyan, R. M. and Wu, Y. F.},
Title = {Screening of knee-joint vibroarthrographic signals using statistical parameters and radial basis functions},
Journal = {Medical \& Biological Engineering \& Computing},
Volume = {46},
Number = {3},
Pages = {223-232},
Year = {2008},
doi = {10.1007/s11517-007-0278-7} }