Personal information

machine learning; image analysis; biomedical engineering
China

Biography

Shaode Yu joined Communication University of China as a Lecturer in 09/2020. He obtained his B.S. and M.S. degree from Beijing Normal University, and his PhD degree from University of Chinese Academy of Sciences. He used to be a research associate and assitant professor at Shenzhen Institutes of Advanced Technology, a visting scholar at Wayne State University, and a post-doctoral fellow at University of Texas Southwestern Medical Center. His research interests include machine learning, biomedical engineering and image analysis.

Activities

Employment (5)

Communication University of China: Beijing, BJ, CN

2020-09-04 to present | Lecturer (School of Information and Communication Engineering)
Employment
Source: Self-asserted source
Shaode Yu

University of Texas: Dallas, TX, US

2019-03-11 to 2020-05-08 | Postdoctoral fellow (Department of Radiation Oncology)
Employment
Source: Self-asserted source
Shaode Yu

Shenzhen Institutes of Advanced Technology: Shenzhen, GD, CN

2018-07-01 to 2019-03-01 | Assistant Professor (Division of Biomedical and Health Engineering)
Employment
Source: Self-asserted source
Shaode Yu

Shenzhen Institutes of Advanced Technology: Shenzhen, GD, CN

2012-06-01 to 2014-09-30 | Research Associate (Division of Biomedical and Health Engineering)
Employment
Source: Self-asserted source
Shaode Yu

Huawei Technologies Co Ltd: Shenzhen, Guangdong, CN

2011-07-01 to 2012-04-01
Employment
Source: Self-asserted source
Shaode Yu

Education and qualifications (3)

University of Chinese Academy of Sciences: Shenzhen, GD, CN

2014-09-01 to 2018-07-01 | Ph.D. (Shenzhen Institutes of Advanced Technology)
Education
Source: Self-asserted source
Shaode Yu

Beijing Normal University: Beijing, BJ, CN

2008-09-01 to 2011-07-01 | M.S. (College of Information Science and Technology)
Education
Source: Self-asserted source
Shaode Yu

Beijing Normal University: Beijing, BJ, CN

2003-09-01 to 2008-07-01 | B.S. (College of Information Science and Technology)
Education
Source: Self-asserted source
Shaode Yu

Works (50 of 56)

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Page 1 of 2

Three-Dimensional Automated Breast Ultrasound (ABUS) Tumor Classification Using a 2D-Input Network: Soft Voting or Hard Voting?

Applied Sciences
2024-12-12 | Journal article
Contributors: Shaode Yu; Xiaoyu Liang; Songnan Zhao; Yaoqin Xie; Qiurui Sun
Source: check_circle
Crossref
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Effectiveness of nnU-Net on three-dimensional automated breast ultrasound (ABUS) lesion segmentation

2024-11-22 | Conference paper
Contributors: Shaode Yu; Xiaoyu Liang; Bing Zhu; Zhenfang Wang; Bo Liu; Jing Shang
Source: check_circle
Crossref

Review of Phonocardiogram Signal Analysis: Insights from the PhysioNet/CinC Challenge 2016 Database

Electronics
2024-08-14 | Journal article
Contributors: Bing Zhu; Zihong Zhou; Shaode Yu; Xiaokun Liang; Yaoqin Xie; Qiurui Sun
Source: check_circle
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Speech Emotion Recognition Using Dual-Stream Representation and Cross-Attention Fusion

Electronics
2024-06-04 | Journal article
Contributors: Shaode Yu; Jiajian Meng; Wenqing Fan; Ye Chen; Bing Zhu; Hang Yu; Yaoqin Xie; Qiurui Sun
Source: check_circle
Crossref
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No-reference image sharpness assessment via elastic net based mid-level feature selection

2024-05-24 | Conference paper
Contributors: Shaode Yu; Hao Cheng; Jiayi Wang; Mingxue Jin; Bing Zhu
Source: check_circle
Crossref

Eclipse web service application programming interface

Biomedical Physics & Engineering Express
2024-05-01 | Journal article
Contributors: Lian Zou; Shaode Yu; Zhao Xie; Yaoqin Xie
Source: check_circle
Crossref

Contrastive Learning Penalized Cross-Entropy with Diversity Contrastive Search Decoding for Diagnostic Report Generation of Reduced Token Repetition

Applied Sciences
2024-03-27 | Journal article
Contributors: Taozheng Zhang; Jiajian Meng; Yuseng Yang; Shaode Yu
Source: check_circle
Crossref
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A Real-life Chinese Dishes Recognition System Evolved from Full Training to Transfer Learning and Domain Adaptation

2024-01-19 | Conference paper
Contributors: Shaode Yu; Bizu Feng; Bing Zhu; Chengjuan Wan
Source: check_circle
Crossref

A hybrid indicator for realistic blurred image quality assessment

Journal of Visual Communication and Image Representation
2023-06 | Journal article
Contributors: Shaode Yu; Jiayi Wang; Jiacheng Gu; Mingxue Jin; Yunling Ma; Lijuan Yang; Jianguang Li
Source: check_circle
Crossref

No-reference video quality assessment based on modeling temporal-memory effects

Displays
2021-12 | Journal article
Contributors: Da Pan; XueTing Wang; Ping Shi; ShaoDe Yu
Source: check_circle
Crossref

Self-supervised CT super-resolution with hybrid model

Computers in Biology and Medicine
2021-11 | Journal article
Contributors: Zhicheng Zhang; Shaode Yu; Wenjian Qin; Xiaokun Liang; Yaoqin Xie; Guohua Cao
Source: check_circle
Crossref

Salient Region Guided Blind Image Sharpness Assessment

Sensors
2021-06-08 | Journal article
Contributors: Siqi Liu; Shaode Yu; Yanming Zhao; Zhulin Tao; Hang Yu; Libiao Jin
Source: check_circle
Crossref
grade
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matFR: a MATLAB toolbox for feature ranking

Bioinformatics
2020-12-08 | Journal article
Contributors: Zhicheng Zhang; Xiaokun Liang; Wenjian Qin; Shaode Yu; Yaoqin Xie; Jonathan Wren
Source: check_circle
Crossref

Robustness study of noisy annotation in deep learning based medical image segmentation

Physics in Medicine & Biology
2020-08-27 | Journal article
Contributors: Shaode Yu; Mingli Chen; Erlei Zhang; Junjie Wu; Hang Yu; Zi Yang; Lin Ma; Xuejun Gu; Weiguo Lu
Source: check_circle
Crossref

Altered global synchronizations in patients with Parkinson's disease: A resting-state fMRI study

Frontiers in Aging Neuroscience
2019 | Journal article
EID:

2-s2.0-85069220965

Contributors: Li, M.; Liu, Y.; Chen, H.; Hu, G.; Yu, S.; Ruan, X.; Luo, Z.; Wei, X.; Xie, Y.
Source: Self-asserted source
Shaode Yu via Scopus - Elsevier

Intermittent theta-burst stimulation reverses the after-effects of contralateral virtual lesion on the suprahyoid muscle cortex: Evidence from dynamic functional connectivity analysis

Frontiers in Neuroscience
2019 | Journal article
EID:

2-s2.0-85068438600

Contributors: Zhang, G.; Ruan, X.; Li, Y.; Li, E.; Gao, C.; Liu, Y.; Jiang, L.; Liu, L.; Chen, X.; Yu, S. et al.
Source: Self-asserted source
Shaode Yu via Scopus - Elsevier

Scatter correction for a clinical cone-beam CT system using an optimized stationary beam blocker in a single scan

Medical Physics
2019 | Journal article
EID:

2-s2.0-85066466430

Contributors: Liang, X.; Jiang, Y.; Zhao, W.; Zhang, Z.; Luo, C.; Xiong, J.; Yu, S.; Yang, X.; Sun, J.; Zhou, Q. et al.
Source: Self-asserted source
Shaode Yu via Scopus - Elsevier

Transferring deep neural networks for the differentiation of mammographic breast lesions

Science China Technological Sciences
2019 | Journal article
EID:

2-s2.0-85058310223

Contributors: Yu, S.D.; Liu, L.L.; Wang, Z.Y.; Dai, G.Z.; Xie, Y.Q.
Source: Self-asserted source
Shaode Yu via Scopus - Elsevier

A Technical Review of Convolutional Neural Network-Based Mammographic Breast Cancer Diagnosis

Computational and Mathematical Methods in Medicine
2019-03-25 | Journal article
Contributors: Lian Zou; Shaode Yu; Tiebao Meng; Zhicheng Zhang; Xiaokun Liang; Yaoqin Xie
Source: check_circle
Crossref
grade
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A consistency evaluation of signal-to-noise ratio in the quality assessment of human brain magnetic resonance images

BMC Medical Imaging
2018 | Journal article
EID:

2-s2.0-85047056402

Contributors: Yu, S.; Dai, G.; Wang, Z.; Li, L.; Wei, X.; Xie, Y.
Source: Self-asserted source
Shaode Yu via Scopus - Elsevier

Can Signal-to-Noise Ratio Perform as a Baseline Indicator for Medical Image Quality Assessment

IEEE Access
2018 | Journal article
Contributors: Zhicheng Zhang; Guangzhe Dai; Xiaokun Liang; Shaode Yu; Leida Li; Yaoqin Xie
Source: check_circle
Crossref
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Comparison of activation functions in a shallow convolutional neural network for natural image sharpness assessment

Proceedings of SPIE - The International Society for Optical Engineering
2018 | Conference paper
EID:

2-s2.0-85052646903

Contributors: Li, R.; Wang, Z.; Zhang, Z.; Yu, S.; Wen, T.; Xie, Y.
Source: Self-asserted source
Shaode Yu via Scopus - Elsevier

Using signal-to-noise ratio to connect the quality assessment of natural and medical images

Proceedings of SPIE - The International Society for Optical Engineering
2018 | Conference paper
EID:

2-s2.0-85052662658

Contributors: Li, R.; Dai, G.; Wang, Z.; Yu, S.; Xie, Y.
Source: Self-asserted source
Shaode Yu via Scopus - Elsevier

Investigation on the Neural Mechanism of Hypnosis-Based Respiratory Control Using Functional MRI

Contrast Media & Molecular Imaging
2018-07-02 | Journal article
Contributors: Yanjun Liu; Wenjian Qin; Rongmao Li; Shaode Yu; Yini He; Yaoqin Xie
Source: check_circle
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Comparison of Transferred Deep Neural Networks in Ultrasonic Breast Masses Discrimination

BioMed Research International
2018-06-21 | Journal article
Contributors: Ting Xiao; Lei Liu; Kai Li; Wenjian Qin; Shaode Yu; Zhicheng Li
Source: check_circle
Crossref
grade
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Alterations of the amplitude of low-frequency fluctuation in healthy subjects with theta-burst stimulation of the cortex of the suprahyoid muscles

Neuroscience
2017 | Journal article
EID:

2-s2.0-85031721428

Contributors: Ruan, X.; Xu, G.; Gao, C.; Liu, L.; Liu, Y.; Jiang, L.; Chen, X.; Yu, S.; Jiang, X.; Lan, Y. et al.
Source: Self-asserted source
Shaode Yu via Scopus - Elsevier

Automatic Segmentation of Ultrasound Tomography Image

BioMed Research International
2017 | Journal article
Contributors: Shibin Wu; Shaode Yu; Ling Zhuang; Xinhua Wei; Mark Sak; Neb Duric; Jiani Hu; Yaoqin Xie
Source: check_circle
Crossref
grade
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Breast mass lesion classification in mammograms by transfer learning

ACM International Conference Proceeding Series
2017 | Conference paper
EID:

2-s2.0-85018312552

Contributors: Jiang, F.; Liu, H.; Yu, S.; Xie, Y.
Source: Self-asserted source
Shaode Yu via Scopus - Elsevier

CNN-GRNN for image sharpness assessment

Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)
2017 | Book
EID:

2-s2.0-85016171353

Contributors: Yu, S.; Jiang, F.; Li, L.; Xie, Y.
Source: Self-asserted source
Shaode Yu via Scopus - Elsevier

Erratum to “Automatic Segmentation of Ultrasound Tomography Image”

BioMed Research International
2017 | Journal article
Contributors: Shibin Wu; Shaode Yu; Ling Zhuang; Xinhua Wei; Mark Sak; Neb Duric; Jiani Hu; Yaoqin Xie
Source: check_circle
Crossref
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Evaluation of no-reference models to assess image sharpness

2017 IEEE International Conference on Information and Automation, ICIA 2017
2017 | Conference paper
EID:

2-s2.0-85039951603

Contributors: Dai, G.; Wang, Z.; Li, Y.; Chen, Q.; Yu, S.; Xie, Y.
Source: Self-asserted source
Shaode Yu via Scopus - Elsevier

Evaluation of realistic blurring image quality by using a shallow convolutional neural network

2017 IEEE International Conference on Information and Automation, ICIA 2017
2017 | Conference paper
EID:

2-s2.0-85039967442

Contributors: Li, Y.; Wang, Z.; Dai, G.; Wu, S.; Yu, S.; Xie, Y.
Source: Self-asserted source
Shaode Yu via Scopus - Elsevier

Iterative image-domain ring artifact removal in cone-beam CT

Physics in Medicine and Biology
2017 | Journal article
EID:

2-s2.0-85020505074

Contributors: Liang, X.; Zhang, Z.; Niu, T.; Yu, S.; Wu, S.; Li, Z.; Zhang, H.; Xie, Y.
Source: Self-asserted source
Shaode Yu via Scopus - Elsevier

Efficient Segmentation of a Breast in B-Mode Ultrasound Tomography Using Three-Dimensional GrabCut (GC3D)

Sensors
2017-08-08 | Journal article
Contributors: Shaode Yu; Shibin Wu; Ling Zhuang; Xinhua Wei; Mark Sak; Duric Neb; Jiani Hu; Yaoqin Xie
Source: check_circle
Crossref
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A shallow convolutional neural network for blind image sharpness assessment

PLOS ONE
2017-05-01 | Journal article
Contributors: Shaode Yu; You Yang; Shibin Wu; Lei Wang; Fan Jiang; Yaoqin Xie; Leida Li
Source: check_circle
Crossref
grade
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A novel design of ultrafast micro-CT system based on carbon nanotube: A feasibility study in phantom

Physica Medica
2016 | Journal article
EID:

2-s2.0-84979524734

Contributors: Zhang, Z.; Yu, S.; Liang, X.; Zhu, Y.; Xie, Y.
Source: Self-asserted source
Shaode Yu via Scopus - Elsevier

Decreased subcortical and increased cortical degree centrality in a nonclinical college student sample with subclinical depressive symptoms: A resting-state fMRI study

Frontiers in Human Neuroscience
2016 | Journal article
EID:

2-s2.0-85007440143

Contributors: Gao, C.; Wenhua, L.; Liu, Y.; Ruan, X.; Chen, X.; Liu, L.; Yu, S.; Chan, R.C.K.; Wei, X.; Jiang, X.
Source: Self-asserted source
Shaode Yu via Scopus - Elsevier

Edge preservation ratio for image sharpness assessment

Proceedings of the World Congress on Intelligent Control and Automation (WCICA)
2016 | Conference paper
EID:

2-s2.0-84991610626

Contributors: Chen, L.; Jiang, F.; Zhang, H.; Wu, S.; Yu, S.; Xie, Y.
Source: Self-asserted source
Shaode Yu via Scopus - Elsevier

Estimating fetal brain motion with total-variation-based magnetic resonance image registration

Proceedings of the World Congress on Intelligent Control and Automation (WCICA)
2016 | Conference paper
EID:

2-s2.0-84991687993

Contributors: Chen, L.; Zhang, H.; Wu, S.; Yu, S.; Xie, Y.
Source: Self-asserted source
Shaode Yu via Scopus - Elsevier

Explicit vascular reconstruction based on adjacent vector projection

Bioengineered
2016 | Journal article
EID:

2-s2.0-84991071206

Contributors: Yu, S.; Wu, S.; Zhang, Z.; Chen, Y.; Xie, Y.
Source: Self-asserted source
Shaode Yu via Scopus - Elsevier

Improved grabCut for human brain computerized tomography image segmentation

Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)
2016 | Book
EID:

2-s2.0-84996564366

Contributors: Ji, Z.; Yu, S.; Wu, S.; Xie, Y.; Yang, F.
Source: Self-asserted source
Shaode Yu via Scopus - Elsevier

Real-time patient table removal in CT images

Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)
2016 | Book
EID:

2-s2.0-84996562094

Contributors: Chen, L.; Wu, S.; Zhang, Z.; Yu, S.; Xie, Y.; Zhang, H.
Source: Self-asserted source
Shaode Yu via Scopus - Elsevier

Signal correlation measure in multi-echo T<inf>2</inf>∗-w MR images

Proceedings of the World Congress on Intelligent Control and Automation (WCICA)
2016 | Conference paper
EID:

2-s2.0-84991575746

Contributors: Yu, S.; Wu, S.; Zhang, Z.; Xie, Y.
Source: Self-asserted source
Shaode Yu via Scopus - Elsevier

Increased interhemispheric functional connectivity in college students with non-clinical depressive symptoms in resting state

Neuroscience Letters
2015 | Journal article
EID:

2-s2.0-84922605780

Contributors: Wei, X.-H.; Ren, J.-L.; Liu, W.-H.; Yang, R.-M.; Xu, X.-D.; Liu, J.; Guo, Y.-M.; Yu, S.-D.; Lai, L.-S.; Xie, Y.-Q. et al.
Source: Self-asserted source
Shaode Yu via Scopus - Elsevier

Linear-fitting-based similarity coefficient map for tissue dissimilarity analysis in T <inf>2</inf> 2-w magnetic resonance imaging

Chinese Physics B
2015 | Journal article
EID:

2-s2.0-84949571297

Contributors: Yu, S.-D.; Wu, S.-B.; Wang, H.-Y.; Wei, X.-H.; Chen, X.; Pan, W.-L.; Hu, J.; Xie, Y.-Q.
Source: Self-asserted source
Shaode Yu via Scopus - Elsevier

Applications of edge preservation ratio in image processing

International Conference on Signal Processing Proceedings, ICSP
2014 | Conference paper
EID:

2-s2.0-84988290472

Contributors: Yu, S.; Zhang, W.; Wu, S.; Li, X.; Xie, Y.
Source: Self-asserted source
Shaode Yu via Scopus - Elsevier

Feasibility study of signal similarity measurements for improving morphological evaluation of human brain with images from multi-echo T2-star weighted MR sequences

Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)
2014 | Book
EID:

2-s2.0-84958546189

Contributors: Yu, S.; Cheng, X.; Xie, Y.
Source: Self-asserted source
Shaode Yu via Scopus - Elsevier

An edge-directed interpolation method for fetal spine MR images

BioMedical Engineering Online
2013 | Journal article
EID:

2-s2.0-84887134726

Contributors: Yu, S.; Zhang, R.; Wu, S.; Hu, J.; Xie, Y.
Source: Self-asserted source
Shaode Yu via Scopus - Elsevier

Automatic mapping extraction from multiecho T2-star weighted magnetic resonance images for improving morphological evaluations in human brain

Computational and Mathematical Methods in Medicine
2013 | Journal article
EID:

2-s2.0-84893787398

Contributors: Yu, S.; Wu, S.; Xie, Y.
Source: Self-asserted source
Shaode Yu via Scopus - Elsevier

Feature and Contrast Enhancement of Mammographic Image Based on Multiscale Analysis and Morphology

Computational and Mathematical Methods in Medicine
2013 | Journal article
Contributors: Shibin Wu; Shaode Yu; Yuhan Yang; Yaoqin Xie
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Peer review (4 reviews for 3 publications/grants)

Review activity for Computers in biology and medicine. (2)
Review activity for Diagnostics. (1)
Review activity for Journal of visual communication and image representation. (1)