Medical Information Egineering

Lei, Baiying (Lecturer)
School of Biomedical Engineering
Department of Medical Information Engineering
Lecturer
Intro:

BIOGRAPHICAL SKETCH

NAME: LEI Baiying                                  

POSITION TITLE: Lecturer, School of Biomedical Engineering, Health Science Center, Xili Campus, Shenzhen University, Shenzhen, China, 518060

EDUCATION/TRAINING

INSTITUTION AND LOCATION

DEGREE

 

Completion Date

MM/YYYY

 

FIELD OF STUDY

 

Hengyang Normal University, China

B. E

07/2005

Electronic Information Science and Technology

Zhejiang University, Hangzhou, China

M. Eng.

06/2007

Electronics Science and Technology

Nanyang Technological University, Singapore

Ph.D.

11/2012

Information Engineering

 

 

 

 

 

A.   Research Interest

      Medical image analysis (e.g. brain disorder, fetal ultrasound)

      Pattern recognition and machine learning in medical application

 

 

B.   Positions and Honors

Positions and Employment

2012 –2012                 Research Fellow, James Cook University Australia Singapore Campus, Singapore

2012 –2012                 Scientist I, Cryptography & Security Department, Institute for Infocomm Research (I⊃;R), Agency for Science, Technology and Research (A*STAR),Singapore

2012 – 2013                Research Fellow, School of Electrical & Electronic Engineering, Nanyang Technological University, Singapore

2013 –2015                 Joint Postdoctoral Research Fellow, Department of Biomedical Engineering, School of Medicine, Shenzhen University, China.

2014 –2015                Visiting Scholar, IDEA Lab, BRIC Center, Department of Radiology, School of Medicine, University of North Carolina at Chapel Hill, NC, USA

2016 –2017                 Visiting Scholar, Research Imaging Institute, The University of Texas Health Science Center at San Antonio, San Antonio, TX, USA

2015 – present            Lecturer, School of Biomedical Engineering, Health Science Center, Shenzhen University, China

 

 

Professional Service

1.     Since 2017/09, Editorial board member, Scientific Reports (SCI, IF4.259).

2.     Since 2018/01, Academic Editor, PLoS One (SCI, IF 2.806).

3.     Since 2018/01, Editorial board member, Frontiers in Neuroinformatics (SCI, IF 3.870)

4.     Since 2018/02, Editorial board member, Frontiers in Aging Neuroscience (SCI, IF 4.504)

5. Since 2018/0 5 ,IEEE Senior member

 

Academic Service

 

Reviewer service (Total 2 6 SCI journals, 62 completed requests to review)

2017 present  IEEE Transactions on Industry Informatics, reviewer (1 times, SCI, IF 6.764)

2017 present  NeuroInformatics (2 times, SCI, IF 3.2)

2017 present  Medical Image Analysis, reviewer (4 times, SCI, IF 4.188)

2017 present  IEEE Transactions on Image Processing, reviewer (2 times, SCI, IF 4.828)

2017 present  IEEE Transactions on Cybernetics, reviewer (2 times, SCI, IF 7.384)

2016 present  IEEE Transactions on Medical Imaging, reviewer (2 times, SCI, IF 3.942)

2016 present  IEEE Transactions on Multimedia, reviewer (2 times, SCI, IF 3.509)

2016 present  Computer Methods and Programs in Biomedicine, reviewer (1 time, SCI, IF 2.503)

2016 present  Information Sciences, reviewer (2 times, SCI, IF 4.453)

2016 present  IEEE Transactions on Signal Processing, reviewer (2 times, SCI, IF 4.3)

2015 present  Pattern Recognition (PR), reviewer (3 times, SCI, IF 3.096)

2015 present  IEEE journal of Biomedical and Health Informatics (J-BHI), reviewer (3 times, SCI, IF 1.440)

2015 present  Multidimensional Systems and Signal Processing (MSSP, reviewer(1 time, SCI, IF 1.617)

2014 present    IEEE Transactions on Information Forensics & Security (IEEE TIFS), reviewer (1 time, SCI,  IF 2.408)

2014 present  Nonlinear Dynamics, reviewer (2times, SCI, IF 2.849)

2014 present   IEEE Transactions on Audio, Speech, and Language Processing (IEEE TASLP), reviewer (1time, SCI, IF 2.625)

2014 present  Expert Systems with Applications (ESWA), reviewer (2 times, SCI, IF2.240)

2013 present  Journal of Systems and Software (JSS), reviewer (1-time, SCI, IF 1.352)

2013 present  Computers & Electrical Engineering (CEE),  reviewer(4times,SCI,IF 0.817

2013 present  Circuits, Systems and Signal Processing (CSSP), reviewer(3times,SCI,IF 1.118

2013 present  Neurocomputing, reviewer(2times,SCI,IF 2.083

2011 present  Signal Processing (SP), reviewer(4times,SCI,IF 2.209

2011 present  IET Signal Processing (IET SP), reviewer(7times,SCI,0.911

2011 present  Digital Signal Processing (DSP), reviewer(8times,SCI,1.256

 

 

C.   Research Grant

 

Research Grant #1

Study of Reversible Watermarking Technique for 3D Medical Image Based on Artificial Intelligence (Principle Investigator), Grant Amount: 260,000 CNY, Grant No: 61402296, Grant Source: National Natural Science Foundation of China, Grant Period: 2015-2017

Research Grant #2

Study of Medical Signal Watermarking Based on Machine Learning (Principle Investigator), Grant Amount: 30,000 CNY, Grant Source: Startup Funding of Oversea Returnee (Ministry of Education), Grant Period: 2014-2015

Research Grant #3

Study of 3D Inversiable Medical Signal Based on Machine Learning (Principle Investigator), Grant Amount: 150,000 CNY, Grant No: 2014T70824, Grant Source: National Natural Science Foundation of China Postdoc (Special Prize), Grant Period: 2014-2015

Research Grant #4

Study of Watermarking Technique for Medical Signal Based on Machine Learning (Principle Investigator), Grant Amount: 80,000 CNY, Grant No: 2013M540663, Grant Source: National Natural Science Foundation of China Postdoc (First Prize), Grant Period: 2013-2015

Research Grant #5

Study of Automatic Detection and Recognition of Fetal Facial Standard Plane in Ultrasound Images and Videos (Principle Investigator), Grant Amount: 30,000 CNY, Grant No: S2013040014448,

Grant Source: Natural Science Foundation of Guangdong Province, Grant Period: 2013-2015

Research Grant #6

Diagnosis and Prediction of Alzheimer's Disease Based on Multimodal and Longitudinal Information (Principle Investigator), Grant Amount: 300,000 CNY, Grant No: JCYJ20150525092940986, Grant Source: Science and Technology Innovation Committee of Shenzhen Municipality, Grant Period: 2015-2017

Research Grant #7

Deep Learning for Placental Functional Evaluation (Principle Investigator), Grant Amount: 300,000 CNY, Grant No: JCYJ20170525092940986, Grant Source: Science and Technology Innovation Committee of Shenzhen Municipality, Grant Period: 2018-2020

Research Grant #8

Longitudinal Study of Mild Cognitive Impairment via Multimodal Information (Principle Investigator), Grant Amount: 10,000 CNY, Grant No: B2016094, Grant Source: Natural Science Foundation of Guangdong Province, Grant Period: 2016-2018

Research Grant #9

Early Diagnosis of Alzheimer’s Disease Based on Multimodal Information (Principle Investigator), Grant Amount: 60,000 CNY, Grant No: S2016077, Grant Source: Startup of Shenzhen University, Grant Period: 2016-2018

Research Grant #10

Longitudinal Study of Alzheimer’s Disease Diagnosis and Prediction via Imaging and Genetic Information (Principle Investigator), Grant Amount: 100,000 CNY, Grant No: 2017A030313377, Grant Source: Natural Science Foundation of Guangdong Province, Grant Period: 2017-2020

Research Grant #11

Alzheimer’s Disease Study Based on Multiple Time Points and Multimodal Information (Principle Investigator), Grant Amount: 2700,000 CNY, Grant No: 827000197, Grant Source: Startup of Shenzhen Peacock Plan Top Talents, Grant Period: 2016-2018

Research Grant #12

Precision Medical Research Team Based on Big Data (Co-PI, Core Member), Grant Amount: 3000,000 CNY, Grant No: KQTD2016053112051497, Grant Source: Shenzhen Innovation and Entrepreneurship Peacock Team Project of Oversea Returnee, Grant Period: 2017-2021

Research Grant #13

Early Diagnosis of Alzheimer’s Disease Based on Multimodal Information (Principle Investigator), Grant Amount: 20,000 CNY, Grant No: MJUKF201711, Grant Source: Key Laboratory of Information Processing and Intelligent Control of Mining University, Grant Period: 2017-2018

 

 

D.   P ublications

Journal (*denote as corresponding author)

[1]    B. Lei, P. Yang, T. Wang, S. Chen, and D. Ni*. "Relational-Regularized Discriminative Sparse Learning for Alzheimer's Disease Diagnosis." IEEE Transactions on Cybernetics, vol.47 (4), pp.1102-1113, 2017. (SCI, JCR Q1, 2016 Impact Factor: 7.384)

[2]    H. Lei, T. Han, F. Zhou, Z. Yu, A. Elazab, and B. Lei*,"A Deeply Supervised Residual Network for HEp-2 Cell Classification via Cross-Modal Transfer Learning", Pattern Recognition, Accepted, 2018, (SCI,JCR Q1, 2016 Impact Factor: 4.582)

[3]    B. Lei, W. Hou,W. Zou*,X. Li, and C. Zhang, " Longitudinal score prediction for Alzheimer's disease based on ensemble correntropy and spatial-temporal constraint", Brain Imaging and Behavior, Accepted, 2018, (SCI,JCR Q1, 2016 Impact Factor: 3.985)

[4]    L Wu, J Z Cheng, S Li, B Lei, T Wang, D Ni*. "FUIQA: Fetal Ultrasound Image Quality Assessment with Deep Convolutional Networks, "IEEE Transactions on Cybernetics, vol.47 (5), pp.1336-1349, 2017. (SCI, JCR Q1, 2016 Impact Factor: 7.384)

[5]    Z Yu, EL Tan, D Ni, J Qin, S Chen, S Li, B Lei*, T Wang*, “A Deep Convolutional Neural Network Based Framework for Automatic Fetal Facial Standard Plane Recognition,” IEEE Journal of Biomedical and Health Informatics, vol.99, pp.1-1,2017 (SCI, JCR Q1, 2016 Impact Factor: 3.451)

[6]    J Li, Y Wang, B Lei, JZ Cheng, J Qin, T Wang, S Li, and D Ni*,” Automatic Fetal Head Circumference Measurement in Ultrasound using Random Forest and Fast Ellipse Fitting”, IEEE Journal of Biomedical and Health Informatics, vol.99, pp.1-1,2017 (SCI, JCR Q1, 2016 Impact Factor: 3.451)

[7]    F. Zhou, B. Lei*, Jessie X. Yang, and Roger J. Jiao. "Augmented Feature Model through Customer Preference Mining by Hybrid Sentiment Analysis." Expert Systems with Applications, vol.78, pp.1-15,2017. (SCI, JCR Q1, 2016 Impact Factor: 3.928)

[8]    F. Zhou, B. Lei*, Y. Liu, and Roger J. Jiao. "Affective Parameter Shaping in User Experience Prospect Evaluation Based on Hierarchical Bayesian Estimation." Expert Systems with Applications, vol.78, pp. 1-15, 2017. (SCI, JCR Q1, 2016 Impact Factor: 3.928)

[9]    H. Lei, Z. Huang, J. Zhang, Z. Yang, E-L Tan, F. Zhou, and B. Lei*. "Joint Detection and Clinical Score Prediction in Parkinson's Disease via Multi-modal Sparse Learning." Expert Systems with Applications, 2017, doi: 10.1016/j.eswa.2017.03.038. (SCI, JCR Q1, 2016 Impact Factor: 2.395)

[10]Y. Wen, H. Lei, Z-H You*, B. Lei *, X. Chen, and L. Li, "Prediction of protein-protein interactions by label propagation with protein evolutionary and chemical information derived from heterogeneous network," Journal of Theoretical Biology,2017, vol.430, pp.9-20 (SCI, JCR Q2, 2016 Impact Factor: 2.113)

[11]B. Lei, Y. Liu, C. Dong, X. Chen*, X. Zhang, X. Diazo, G. Yang, J. Liu, S. Yao, H. Li, J. Yuan, S. Li, X. Le, Y. Lin, and W. Zeng. "Assessment of Liver Fibrosis in Chronic Hepatitis B via Multimodal Data", Neurocomputing, 2017, doi: 10.1016/j.neucom.2016.09.128. (SCI, JCR Q1, 2016 Impact Factor: 3.317)

[12]B. Lei, E.-L. Tan, S. Chen, W. Li, D. Ni, Y. Yao*, and T. Wang*. "Automatic placental maturity grading via hybrid learning." Neurocomputing, vol.223, pp.86-102, 2017. (SCI, JCR Q1,2016 Impact Factor: 3.317)

[13]B. Lei, W. Li, Y. Yao, X. Jiang, E. Tan, J. Qin, S. Chen, D. Ni*, and T. Wang*. "Multi-modal and Multi-Layout Discriminative Learning for Placental Maturity Staging." Pattern Recognition, vol.63, pp.719-730, 2017. (SCI, JCR Q1, 2016 Impact Factor: 4.582)

[14]B. Lei, F. Jiang, S. Chen, T. Wang*, and D. Ni*. "Longitudinal Analysis for Disease Progression via Simultaneous Multi-Relational Temporal-fused Learning." Frontiers in Aging Neuroscience, vol.9, pp.6, 2017. (SCI, JCR Q1, 2016 Impact Factor: 4.504)

[15]Y. Song, E. Tan, X. Jiang, J. Cheng, D. Ni, S. Chen, B. Lei*, and T. Wang*. "Accurate Cervical Cell Segmentation from Overlapping Clumps in Pap Smear Images." IEEE Transactions on Medical Imaging, vol.36 (1), pp.288-300. 2017. (SCI, JCR Q1, 2016 Impact Factor: 3.942)

[16]Y Song, L He, F Zhou, S Chen, D Ni, B Lei*, T Wang*,” Segmentation, Splitting, and Classification of Overlapping Bacteria in Microscope Images for Automatic Bacterial Vaginosis Diagnosis”, IEEE Journal of Biomedical and Health Informatics, vol.21, pp.1095-1104,2016 (SCI, JCR Q1, 2016 Impact Factor: 3.451)

[17]B Lei, X Zhao, H Lei, D Ni, S Chen, F Zhou*, and T Wang*,” Multipurpose watermarking scheme via intelligent method and chaotic map”, Multimedia Tools and Applications, pp.1-23 ,2016(SCI, JCR Q1, 2016 Impact Factor: 1.331)

[18]S. Chen, J. Qin, X. Ji, B. Lei, T. Wang, D. Ni*, and J. Cheng*. "Automatic Scoring of Multiple Semantic Attributes with Multi-Task Feature Leverage: A Study on Pulmonary Nodules in CT Images." IEEE Transactions on Medical Imaging, vol.36 (3), pp.802-814, 2016. (SCI, JCR Q1, 2015 Impact Factor: 3.942)

[19]B. Lei, S. Chen, D. Ni*, T. Wang*, and H. Lei. "Discriminative Learning for Alzheimer's Disease Diagnosis via Canonical Correlation Analysis and Multimodal Fusion." Frontiers in Aging Neuroscience, vol.8, p.77, 2016. (SCI, JCR Q1, 2015 Impact Factor: 4.504)

[20]F. Zhou, R. J. Jiao, and B. Lei*. "Bilevel Game-Theoretic Optimization for Product Adoption Maximization Incorporating Social Network Effects." IEEE Transactions on Systems Man Cybernetics Systems, vol.46(8), pp.1047-1060, 2016. (SCI,JCR Q1,中科院三区, 2015 Impact Factor: 2.350)

[21]B. Lei, Y. Yao, W. Li, S. Li, S. Chen, D. Ni*, and T. Wang*, “Discriminative Learning for Automatic Staging of Placental Maturity via Multi-Layer Fisher Vector”, Scientific Reports, doi: SREP12818,2015(SCI, JCR Q1,2013 Impact Factor: 5.578)

[22]B. Lei, S. Chen, H. Lei, D. Ni*, and T. Wang*, “Saliency-driven Image Classification Method Based on Histogram Mining and Image Score”, Pattern Recognition, vol.48(8), pp. 2567-2580, 2015 (SCI, JCR Q1,2013 Impact Factor: 3.339)

[23]Y. Song, L. Zhang, S. Chen, D. Ni, B. Lei* and T. Wang*, “Accurate Segmentation of Cervical Cytoplasm and Nuclei Based on Multi-Scale Convolutional Network and Graph Partitioning” IEEE Transactions on Biomedical Engineering, vol.62(10), pp.2421-2433, 2015(SCI, JCR Q1,2015 Impact Factor: 3.577)

[24]F. Zhou, Roger, J. Jiao, B. Lei*, “Bi-level Game Theoretic Optimization for Product Adoption Maximization Incorporating Social Network Effects”, IEEE Transactions on Systems, Man, and Cybernetics: Systems,2015(SCI, JCR Q1,2013 Impact Factor: 3.893)

[25]F. Zhou, Roger, J. Jiao, B. Lei*, “A Linear Threshold-Hurdle Model for Product Adoption Prediction Incorporating Social Network Effects”, Information Sciences, vol. (307), pp.95-109,2015(SCI, JCR Q1,2013 Impact Factor: 3.893)

[26]B. Lei, E-L Tan, L. Zhou, S. Li, S. Chen, D. Ni*, and T. Wang*, “Automatic Recognition of Fetal Facial Standard Plane in Ultrasound Image Based on Fisher Vector”, PLOS ONE,10 (5), e0121838,2015 (SCI, JCR Q1,2013 Impact Factor: 3.534)

[27]B. Lei*, M-W Man, “Robust Scream Sound Detection via Sound Event Partitioning”, Multimedia Tools and Applications, vol.75(11), pp.6071-6089,2015. (SCI, JCR Q2,2013 Impact Factor: 1.058)

[28]B. Lei, F. Zhou, E-L Tan, D. Ni, S. Chen*, and T. Wang*, “Optimal and Secure Audio Watermarking Scheme Based on Self-Adaptive Particle Swarm Optimization and Quaternion Wavelet Transform”, Signal Processing, vol. (113), pp. 80-94,2015 (SCI, JCR Q1,2013 Impact Factor: 2.238)

[29]B. Lei, S. Chen, D. Ni, H. Lei, T. Wang* and F, Zhou*, “Optimal image watermarking scheme based on chaotic map and quaternion wavelet transform", Nonlinear Dynamics, vol.78(4), pp.2897-2907,2014 (SCI, JCR Q1,2013 Impact Factor: 2.419)

[30]B. Lei*, R. Rahman, and I. Song, “Content-based classification of breath sound with enhanced features”, Neurocomputing, vol.141, pp.139-147,2014 (SCI, JCR Q1,2013 Impact Factor: 2.005)

[31]B. Lei*, I. Y. Soon, and E. L. Tan, “Robust SVD-based Audio Watermarking Scheme with Differential Evolution Optimization,” IEEE Transactions on Audio, Speech, and Language Processing, vol. 21 (11), pp. 2368 - 2378,2013 (SCI, JCR Q1,2013 Impact Factor: 2.625)

[32]B. Lei. E-L. Tan, S. Chen D. Ni*, and T. Wang*, and H. Lei, “Reversible watermarking scheme for medical image based on differential evolution”, Expert Systems with Applications, vol.41(7), pp.3178-3188, 2013 (SCI, JCR Q1,2013 Impact Factor: 1.965)

[33]B. Lei*, and I. Y. Soon, “Perception-based Audio Watermarking Scheme in the Compressed Bit stream”, International Journal of Electronics and Communications, vol.69(1) pp.188-197,2015 (SCI, JCR Q3,2013 Impact Factor: 0.696)

[34]Y. Song, D. Ni, Z. Zeng, L. He, S. Chen, B. Lei* and T. Wang* “Automatic Vaginal Bacteria Segmentation and Classification Based on Superpixel and Deep Learning”, Journal of Medical Imaging and Health Informatics, vol.4 (5), pp.781-786 2014 (SCI, JCR Q3,2013 Impact Factor: 0.642)

[35]X. Li, Y. Yao, S. Li, S. Chen, B. Li, D. Ni, B. Lei* and T. Wang*, “Automatic Staging of Placental Maturity Based on Dense Descriptor”, Bio-Medical Materials and Engineering (BMME), vol.24(6), pp.2821-2829,2014 (SCI, JCR Q3,2013 Impact Factor: 1.087)

[36]B. Lei*, I. Song, and S. Rahman, “Robust and Secure Watermarking Scheme for Breath Sound”, Journal of Systems and Software, vol. 86 (6), pp. 1638-1649,2013 (SCI, JCR Q2,2013 Impact Factor: 1.245))

[37]B. Lei*, I. Y. Soon, and Z. Li, “A Robust Audio Watermarking Scheme Based on Lifting Wavelet Transform and Singular Value Decomposition,” Signal Processing,vol.92(9),1985-2001,2012 (SCI,JCR Q1,2013 Impact Factor: 2.238) (Recognized by ScienceDirect as one of the Top 25 papers published in Signal Processing in 2012) link: http://top25.sciencedirect.com/subject/engineering/12/journal/signal- processing/01651684/archive/42/

[38]B. Lei*, I. Y. Soon, and Z. Li, "Blind and robust audio watermarking scheme based on SVD-DCT," Signal Processing,vol. 91,pp. 1973-1984,2011 (SCI,JCR Q1,,2013 Impact Factor: 2.238)

[39]B. Lei* and I. Y. Soon, “A New Multipurpose Audio Watermarking Scheme Algorithm with Synchronization and Encryption,” Journal of Zhejiang University SCIENCE C (Computers & Electronics),vol.13. no.1, pp.11-19,2012 (SCI, JCR Q4,2012 Impact Factor: 0.326)

[40]B. Lei, W. Jin, X. Zhang, “Embedded Software Optimization for AVS-P7 Decoder Real-time Implementation on RISC Core,” IEEE Transactions on Consumer Electronics,vol.53,no.3,pp. 1204-1210,2007 (SCI,2012 Impact Factor: 1.038)

 

 

Conference papers

[1]    Z. Yu, X. Jiang, S. Chen, D. Ni, B. Lei*, and T. Wang*," Aggregating Deep Convolutional Features for Melanoma Recognition in Dermoscopy Images", in: Proceedings of 6th International Workshop on Machine Learning in Medical Imaging (MLMI 2017), Quebec, Canada, Germany,2017, Sep. 10-15.

[2]    X. He, X. Jiang, S. Chen, D. Ni, B. Lei*, and T. Wang*," Skin Lesion Segmentation via Refinement Network", in: Deep Learning in Medical Image Analysis - [MICCAI 2017 Satellite Workshop] (DLMIA2017), Quebec, Candna, Germany,2017, Sep. 10-15.

[3]    B. Lei*, P. Yang, D. Ni, and T. Wang, "Longitudinal Analysis for Mild Cognitive Impairment Identification Via Fused Group Learning with Smooth Regularization”, in: Proceedings of 2017 IEEE International Symposium on Biomedical Imaging (ISBI 2017), Melbourne, Australia,2017, Apr 18-21©IEEE.

[4]    W. Hou, B. Lei, W. Zou*, X. Li, and C. Zhang, "Ensemble Prediction of Longitudinal Scores of Alzheimer Disease Based on L2,1-Norm Regularized Correntropy with Spatial-Temporal Constraint", in: Proceedings of 2017 IEEE International Symposium on Biomedical Imaging (ISBI 2017), Melbourne, Australia, 2017, Apr 18-21©IEEE.

[5]    H. Lei, J. Zhang, Z. Yang, and B. Lei*,"Joint Detection and Clinical Score Prediction in Parkinson Disease Via Multi-Modal Sparse Learning", in: Proceedings of 2017 IEEE International Symposium on Biomedical Imaging (ISBI 2017), Melbourne, Australia,2017, Apr 18-21©IEEE.

[6]    Z. Yu, D. Ni, S. Chen, J. Qin, S. Li, T. Wang, and B. Lei*,"Hybrid Dermoscopy Image Classification Framework Based on Deep Convolutional Neural Network and Fisher Vector", in: Proceedings of 2017 IEEE International Symposium on Biomedical Imaging (ISBI 2017), Melbourne, Australia,2017, Apr 18-21©IEEE.

[7]    Z. Yu, S. Li, S. Chen, D. Ni, B. Lei*, and T. Wang*,"Fetal Facial Standard Plane Recognition via Very Deep Convolutional Networks", in: Proceedings of 36th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC’16), pp.627-630, Orlando, Florida, USA,2016, Aug 16-20. (oral)

[8]    D. Ni*,X. Ji, Y. Gao, J.-Z. Cheng, H. Wang, J. Qin, B. Lei, T. Wang, G. Wu, and D. Shen,"Automatic Cystocele Severity Grading in Ultrasound by Spatial-Temporal Regression",in: Proceedings of Medical Image Computing and Computer-Assisted Intervention (MICCAI 2016),pp.247-255,Athens,Greece,2016,Oct 17-21.

[9]    S. Chen, D. Ni, J. Qin, B. Lei, T. Wang, J.-Z. Cheng*,"Bridging Computational Features Toward Multiple Semantic Features with Multi-task Regression: A Study of CT Pulmonary Nodules”, in: Proceedings of Medical Image Computing and Computer-Assisted Interven tion (MICCAI 2016), pp.53-60, Athens, Greece, 2016, Oct 17-21.

[10]Y. Zhuo, D. Ni, S. Chen, B. Lei*, and T. Wang*,"Adaptive Ensemble Manifold Learning for Neuroimaging Retrieval", in: Proceedings of 2016 IEEE International Symposium on Biomedical Imaging (ISBI 2016), pp.859-862, Prague, Czech, 2016, Apr 13-16©IEEE.

[11]Y. Song, J-Z Cheng, D. Ni, S. Chen, B. Lei*, and T. Wang*,"Segmenting Overlapping Cervical Cell in Pap Smear Images", in: Proceedings of 2016 IEEE International Symposium on Biomedical Imaging (ISBI 2016), pp.1159-1162, Prague, Czech,2016, Apr 13-16©IEEE.

[12]W. Li, Y. Yao, D. Ni, S. Chen, B. Lei*, and T. Wang*,"Placental Maturity Evaluation Via Feature Fusion and Discriminative Learning", in: Proceedings of 2016 IEEE International Symposium on Biomedical Imaging (ISBI 2016), pp.783-786, Prague, Czech,2016, Apr 13-16©IEEE.

[13]Y. Zhuo, D. Ni, S. Chen, B. Lei*,T. Wang*,and H. Lei, "Multipurpose and intelligent watermarking scheme for medical data ",in: Proceedings of10th International Conference on Information,Communications and Signal Processing (ICICS 2015),pp.1-5,Singapore,2015,Dec 2-4.

[14]B. Lei, S. Chen, D. Ni*, and T. Wang*,"Joint Learning of Multiple Longitudinal Prediction Models by Exploring Internal Relations", in: Proceedings of 6th International Workshop on Machine Learning in Medical Imaging (MLMI 2015), pp.330-337, Munich, Germany,2015, Oct 05-09. (接收) (第一作者)

[15]W. Li, Y. Yao, S. Chen, D. Ni, S. Li, B. Lei*, and T. Wang*,"Discriminative Learning for Automatic Staging of Placental Maturity via Multi-layer Fisher Vector", in: Proceedings of Eighth International Conference on Information, Communications, and Signal Processing (ICICS 2015), pp.1-4, Tainan, Taiwan,2015, Dec 10-13© IEEE. (oral)

[16]B. Lei, X. Li, Y. Yao, S. Li, S. Chen, B. Li, D. Ni*, and T. Wang*,"Automatic Grading of Placental Maturity based on LIOP and Fisher Vector", in: Proceedings of 36th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC’14), pp.4671-4674, Chicago, Illinois, USA,2014, Aug 26-30.

[17]Y. Song, L. Zhang, S. Chen, B. Li, D. Ni, B. Lei*, and T. Wang*,"A Deep Learning Based Framework for Accurate Segmentation of Cervical Cytoplasm and Nuclei", in: Proceedings of 36th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC’14), pp. 2903-2906, Chicago, Illinois, USA,2014, Aug 26-30. (oral)

[18]Y. Song, S. Chen, Z. Zeng, D. Ni, B. Lei*, and T. Wang*,"Segmentation and Splitting of Touching Vaginal Bacteria Based on Superpixel and Effective Distance", in: Proceedings of The IEEE ICDM Workshop on Data Mining in Medical Imaging, Shenzhen, China,2014, Dec 14 -17.

[19]B. Lei, and M. Make, “Sound-Event Partitioning and Feature Normalization for Robust Sound-Event Detection", in: Proceedings ofthe 19th International Conference on Digital Signal Processing (DSP 2014), pp.389-394, Hong Kong, 2014, Aug 20-23. (oral).

[20]B. Lei, L. Zhou, S. Chen, S. Li, D. Ni*, and T. Wang*,"Automatic recognition of fetal standard plane in ultrasound image”, in: Proceedings of IEEE 11th International Symposium onBiomedical Imaging (ISBI 2014),pp.85-88,Beijing,China,2014,Apr 29-May 02.

[21]B. Lei, T. Wang, S. Chen, D. Ni*, and H. Lei, "Object Recognition Based on Adaptive Bag of Feature and Discriminative Learning", in: Proceedings of International Conference on Image Processing (ICIP 2013), pp.3390-3393, Melbourne, Australia,2013, Sep 15-18©IEEE.

[22]B. Lei, T. Wang, S. Chen, D. Ni*, and H. Lei, "Robust watermarking scheme for medical image using optimization method”, in: Proceedings of Eighth International Conference on Information, Communications, and Signal Processing (ICICS 2013), pp.1-4, Tainan, Taiwan,2013, Dec 10-13.

[23]B. Lei, Vrizlynn. L. L. Thing, Y. Chen, and W. Y. Lim, "Logo Classification with Edge-based DAISY Descriptor", in: Proceedings of International Symposium on Multimedia (ISM 2012), pp.222-228, Irvine, California, USA, 2012, Dec 10-12. (regular paper) (oral)

[24]B. Lei, S. Rahman, and I. Song, "Optimal Watermarking Scheme for Breath Sound", in Proceedings of IEEE International Joint Conference on Neural Networks (IJCNN 2012), pp.1-6, Brisbane, Australia,2012, Jun 10-15. (regular paper) (poster)

[25]B. Lei, I.Y. Soon, and Z. Li, "A Robust Audio Watermarking Scheme Based on Lifting Wavelet Transform and Singular Value Decomposition", in Proceedings of 10th International Workshop on Digital-forensics and Watermarking (IWDW2011), pp.86-96, Atlantic City, New Jersey, USA,2011, Oct 23-26. (oral)

[26]B. Lei, I. Y. Soon, Z. Li, and P. Dai, "A Particle Swarm Optimization Based Audio Watermarking Scheme", in: Proceedings of Eighth International Conference on Information, Communications, and Signal Processing (ICICS 2011), pp.1-4, Singapore,2011, Dec 13-16. (oral)

[27]Z. Li, K. H. Yap, and B. Lei*,"A New Blind Robust Image Watermarking Scheme in SVD-DCT Composite Domain”, in: Proceedings of International Conference on Image Processing (ICIP 2011), pp. 2757-2760, Brussels, Belguim,2011, Sep 11-14. (poster)

[28]B. Lei, and I. Y. Soon, "A Perception-based Audio Watermarking Scheme“, in: Proceedings of IEEE Region 10 Conference on TENCON (TENCON 2009), pp.1-4, Singapore,2009, Nov 23-26. (oral)

[29]B. Lei, and I.Y. Soon, “Audio", in: Proceedings of International Conference on Computer Engineering and Technology (ICCET 2009), pp.55-59, Singapore,2009, Jan 22-24. (Cited: Scopus: 2 Google:3)(oral)

[30]B. Lei, and I. Y. Soon, "An Audio Content Protection Based on Integer Transform“, in: Proceedings of IEEE International Conference on Communications, Circuits and Systems (ICCCAS 2009), pp. 489-492, Chengdu, China,2009, Jul 23-25. (oral)

[31]B. Lei, W. Jin, H. Zhang, and K. Hu,"Optimization and Implementation of AVS-M Decoder on ARM“, in: Proceedings of the Fourth International Conference on Image and Graphics (ICIG 2007), pp.255-258, Chengdu,2007, China, Aug 23-26. (oral)