Publications by authors named "Baiying Lei"

50Publications

Self-co-attention neural network for anatomy segmentation in whole breast ultrasound.

Med Image Anal 2020 08 12;64:101753. Epub 2020 Jun 12.

Shanghai United Imaging Intelligence Co., Ltd. (UII), Shanghai, China. Electronic address:

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http://dx.doi.org/10.1016/j.media.2020.101753DOI Listing
August 2020

Skin lesion segmentation via generative adversarial networks with dual discriminators.

Med Image Anal 2020 08 23;64:101716. Epub 2020 May 23.

Shenzhen Institutes of Advanced Technology, Chinese Academy of Sciences, 518000, Shenzhen, China. Electronic address:

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http://dx.doi.org/10.1016/j.media.2020.101716DOI Listing
August 2020

Self-weighted adaptive structure learning for ASD diagnosis via multi-template multi-center representation.

Med Image Anal 2020 07 1;63:101662. Epub 2020 Feb 1.

National-Regional Key Technology Engineering Laboratory for Medical Ultrasound, Guangdong Key Laboratory for Biomedical Measurements and Ultrasound Imaging, School of Biomedical Engineering, Health Science Center, Shenzhen University, Shenzhen 518060, China. Electronic address:

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http://dx.doi.org/10.1016/j.media.2020.101662DOI Listing
July 2020

Self-calibrated brain network estimation and joint non-convex multi-task learning for identification of early Alzheimer's disease.

Med Image Anal 2020 04 17;61:101652. Epub 2020 Jan 17.

National-Regional Key Technology Engineering Laboratory for Medical Ultrasound, Guangdong Key Laboratory for Biomedical Measurements and Ultrasound Imaging, School of Biomedical Engineering, Health Science Center, Shenzhen University, Shenzhen 518055 China. Electronic address:

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http://dx.doi.org/10.1016/j.media.2020.101652DOI Listing
April 2020

Adaptive sparse learning using multi-template for neurodegenerative disease diagnosis.

Med Image Anal 2020 04 8;61:101632. Epub 2020 Jan 8.

School of Computer Science and Software Engineering, Guangdong Province Engineering Center of China-made High Performance Data Computing System, Shenzhen Key Laboratory of Service Computing and Applications Shenzhen University, Shenzhen 518060, China. Electronic address:

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http://dx.doi.org/10.1016/j.media.2019.101632DOI Listing
April 2020

MelanomaNet: An Effective Network for Melanoma Detection.

Conf Proc IEEE Eng Med Biol Soc 2019 07;2019:1613-1616

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http://dx.doi.org/10.1109/EMBC.2019.8856947DOI Listing
July 2019

An Improved Object Detection Method for Mitosis Detection.

Conf Proc IEEE Eng Med Biol Soc 2019 07;2019:130-133

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http://dx.doi.org/10.1109/EMBC.2019.8857343DOI Listing
July 2019

Multi-task learning for quality assessment of fetal head ultrasound images.

Med Image Anal 2019 12 6;58:101548. Epub 2019 Sep 6.

National-Regional Key Technology Engineering Laboratory for Medical Ultrasound, Guangdong Key Laboratory for Biomedical Measurements and Ultrasound Imaging, School of Biomedical Engineering, Health Science Center, Shenzhen University, Shenzhen, 518060, China. Electronic address:

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http://dx.doi.org/10.1016/j.media.2019.101548DOI Listing
December 2019

Breast Cancer Detection and Diagnosis Using Mammographic Data: Systematic Review.

J Med Internet Res 2019 07 26;21(7):e14464. Epub 2019 Jul 26.

National-Regional Key Technology Engineering Laboratory for Medical Ultrasound, Guangdong, Key Laboratory for Biomedical Measurements and Ultrasound Imaging, School of Biomedical Engineering, Health Science Center, Shenzhen University, Shenzhen, China.

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http://dx.doi.org/10.2196/14464DOI Listing
http://www.ncbi.nlm.nih.gov/pmc/articles/PMC6688437PMC
July 2019

Dense Deconvolutional Network for Skin Lesion Segmentation.

IEEE J Biomed Health Inform 2019 03 25;23(2):527-537. Epub 2018 Jul 25.

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http://dx.doi.org/10.1109/JBHI.2018.2859898DOI Listing
March 2019

Joint Learning of Multiple Differential Networks With Latent Variables.

IEEE Trans Cybern 2019 Sep 6;49(9):3494-3506. Epub 2018 Jul 6.

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http://dx.doi.org/10.1109/TCYB.2018.2845838DOI Listing
September 2019

Dense deconvolution net: Multi path fusion and dense deconvolution for high resolution skin lesion segmentation.

Technol Health Care 2018 ;26(S1):307-316

Shenzhen Center for Emergency Medicine, Shenzhen, Guangdong, China.

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http://dx.doi.org/10.3233/THC-174633DOI Listing
http://www.ncbi.nlm.nih.gov/pmc/articles/PMC6004941PMC
November 2018

Multi-task fused sparse learning for mild cognitive impairment identification.

Technol Health Care 2018 ;26(S1):437-448

School of Biomedical Engineering, Shenzhen University, National-Regional Key Technology Engineering Laboratory for Medical Ultrasound, Guangdong Key Laboratory for Biomedical Measurements and Ultrasound Imaging, Shenzhen, Guangdong, China.

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http://dx.doi.org/10.3233/THC-174587DOI Listing
http://www.ncbi.nlm.nih.gov/pmc/articles/PMC6004967PMC
November 2018

Sparse feature learning for multi-class Parkinson's disease classification.

Technol Health Care 2018 ;26(S1):193-203

School of Biomedical Engineering, Health Science Center, Shenzhen University, National-Regional Key Technology Engineering Laboratory for Medical Ultrasound, Guangdong Key Laboratory for Biomedical Measurements and Ultrasound Imaging, Shenzhen, Guangdong, China.

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http://dx.doi.org/10.3233/THC-174548DOI Listing
http://www.ncbi.nlm.nih.gov/pmc/articles/PMC6004973PMC
October 2018

Joint regression and classification via relational regularization for Parkinson's disease diagnosis.

Technol Health Care 2018 ;26(S1):19-30

Guangdong Key Laboratory for Biomedical Measurements and Ultrasound Imaging, National-Regional Key Technology Engineering Laboratory for Medical Ultrasound, Health Science Center, School of Biomedical Engineering, Shenzhen University, Shenzhen, Guangdong, China.

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http://dx.doi.org/10.3233/THC-174540DOI Listing
http://www.ncbi.nlm.nih.gov/pmc/articles/PMC6027902PMC
October 2018

Longitudinal score prediction for Alzheimer's disease based on ensemble correntropy and spatial-temporal constraint.

Brain Imaging Behav 2019 Feb;13(1):126-137

National-Regional Key Technology Engineering Laboratory for Medical Ultrasound, Guangdong Key Laboratory for Biomedical Measurements and Ultrasound Imaging, School of Biomedical Engineering, Shenzhen University, Shenzhen, 518060, China.

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http://dx.doi.org/10.1007/s11682-018-9834-zDOI Listing
February 2019

Automatic Cystocele Severity Grading in Ultrasound by Spatio-Temporal Regression.

Med Image Comput Comput Assist Interv 2016 Oct 2;9901:247-255. Epub 2016 Oct 2.

Department of Radiology and BRIC, UNC at Chapel Hill, Chapel Hill, NC 27599, USA.

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http://dx.doi.org/10.1007/978-3-319-46723-8_29DOI Listing
http://www.ncbi.nlm.nih.gov/pmc/articles/PMC5380365PMC
October 2016

Longitudinal Analysis for Disease Progression via Simultaneous Multi-Relational Temporal-Fused Learning.

Front Aging Neurosci 2017 3;9. Epub 2017 Mar 3.

School of Biomedical Engineering, Shenzhen UniversityShenzhen, China; National-Regional Key Technology Engineering Laboratory for Medical Ultrasound, Shenzhen UniversityShenzhen, China; Guangdong Key Laboratory for Biomedical Measurements and Ultrasound Imaging, Shenzhen UniversityShenzhen, China.

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http://dx.doi.org/10.3389/fnagi.2017.00006DOI Listing
http://www.ncbi.nlm.nih.gov/pmc/articles/PMC5335657PMC
March 2017

Relational-Regularized Discriminative Sparse Learning for Alzheimer's Disease Diagnosis.

IEEE Trans Cybern 2017 Apr 16;47(4):1102-1113. Epub 2017 Jan 16.

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http://dx.doi.org/10.1109/TCYB.2016.2644718DOI Listing
April 2017

Discriminative Learning for Alzheimer's Disease Diagnosis via Canonical Correlation Analysis and Multimodal Fusion.

Front Aging Neurosci 2016 17;8:77. Epub 2016 May 17.

National-Regional Key Technology Engineering Laboratory for Medical Ultrasound, Guangdong Key Laboratory for Biomedical Measurements and Ultrasound Imaging, School of Biomedical Engineering, Shenzhen University Shenzhen, China.

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http://dx.doi.org/10.3389/fnagi.2016.00077DOI Listing
http://www.ncbi.nlm.nih.gov/pmc/articles/PMC4868852PMC
May 2016

Discriminative Learning for Automatic Staging of Placental Maturity via Multi-layer Fisher Vector.

Sci Rep 2015 Jul 31;5:12818. Epub 2015 Jul 31.

Department of Biomedical Engineering, School of Medicine, Shenzhen University, National-Regional Key Technology Engineering Laboratory for Medical Ultrasound, Guangdong Key Laboratory for Biomedical Measurements and Ultrasound Imaging, Nanhai Ave 3688, Shenzhen, Guangdong, 518060, P.R.China.

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http://www.nature.com/articles/srep12818
Publisher Site
http://dx.doi.org/10.1038/srep12818DOI Listing
http://www.ncbi.nlm.nih.gov/pmc/articles/PMC4533167PMC
July 2015

Automatic Recognition of Fetal Facial Standard Plane in Ultrasound Image via Fisher Vector.

PLoS One 2015 1;10(5):e0121838. Epub 2015 May 1.

Department of Biomedical Engineering, School of Medicine, Shenzhen University, National-Regional Key Technology Engineering Laboratory for Medical Ultrasound, Guangdong Key Laboratory for Biomedical Measurements and Ultrasound Imaging, Nanhai Ave 3688, Shenzhen, Guangdong, P. R. China, 518060.

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http://journals.plos.org/plosone/article?id=10.1371/journal.pone.0121838PLOS
http://www.ncbi.nlm.nih.gov/pmc/articles/PMC4416891PMC
January 2016

Automatic staging of placental maturity based on dense descriptor.

Biomed Mater Eng 2014 ;24(6):2821-9

Department of Biomedical Engineering, School of Medicine, Shenzhen University, National-Regional Key Technology Engineering Laboratory for Medical Ultrasound, Guangdong Key Laboratory for Biomedical Measurements and Ultrasound Imaging, Shenzhen, China.

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http://dx.doi.org/10.3233/BME-141100DOI Listing
June 2015