Professor | 俞容山 | 数字化转型顾问

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Name	俞容山
Contact Information	rsyu@xmu.edu.cn
Language ability	英语, 中文
Province	福建

Upload Avatar (500 x 500)

Name

俞容山

Contact Information

rsyu@xmu.edu.cn

Language ability

英语, 中文

Province

福建

University/Lab Affiliation and Title	厦门大学
Faculty	Medical
Academic Background & Achievements	2005 - 博士: 新加坡国立大学
Awards	福建省“闽江学者” 厦门市“双百计划”

University/Lab Affiliation and Title

厦门大学

Faculty

Medical

Academic Background & Achievements

2005 - 博士: 新加坡国立大学

Awards

福建省“闽江学者”
厦门市“双百计划”

Areas of Focus	医学人工智能生物信息
Publications	ScaleQC: A Scalable Lossy to Lossless Solution for NGS Data Compression, R. Yu and W. Yang, 2020 Comparison of High-Throughput Single-Cell RNA Sequencing Data Processing Pipelines, M. Gao, M. Ling, X. Tang, S. Wang, X. Xiao, Y. Qiao, W. Yang, R. Yu, 2020 A novel approach combined transfer learning and deep learning to predict TMB from histology image, L. Wang, Y. Jiao, Y. Qiao, N. Zeng, R. Yu, 2020 DAISM-DNN: Highly accurate cell type proportion estimation with in silico data augmentation and deep neural networks, Y Lin, H Li, X Xiao, W Yang, R Yu, 2020 UltraStrain: An NGS-Based Ultra Sensitive Strain Typing Method for Salmonella enterica, W. Yang, L. Huang, C. Shi, L. Wang, R. Yu, 2019 Performance Evaluation of IMP: A Rapid Secondary Analysis Pipeline for NGS Data, S. Wang, W, Yang, X. Zhang, R. Yu, 2018 Improving Coding Efficiency of MPEG-G Standard Using Context-Based Arithmetic Coding, W. Yang, Y. Lin, S. Wu, R. Yu, 2018 Preventing distribution grid congestion by integrating indirect control in a hierarchical electric vehicles’ management system, J. Hu, C. Si, M. Lind, R. Yu, 2016 Efficient Implementation of $k$-Nearest Neighbor Classifier Using Vote Count Circuit, H. Shu, R. Yu, W. Jiang and W. Yang, 2014 Low Complexity Packet Scheduling Algorithms for Streaming Scalable Media Based on Time Utility Function, R. Yu, H. Shu and W. Jiang, 2014 Demand Response Based on Voluntary Time Dependent Pricing Scheme, H. Shu, W. Yang, C. C. Chai and R. Yu, 2014 System Identification Using Prominent Subspace LMS, R. Yu, Y. Song and M. Nambiar, 2014 Quantifying the Benefits to Consumers for Demand Response with a Statistical Elasticity Model, W. Yang, R. Yu, M. Nambiar, 2014 Optimal Normalization of Prediction Residual for Predictive Coding with Random Access, H. Shu, R. Yu and H. Huang, 2014 Lossless Audio Compression in the New IEEE Standard for Advanced Audio Coding, H. Huang, H. Shu and R. Yu, 2014 High-Performance, Very Low Power Content-based Search Engine, W. Jiang, R. Yu, 2013 Speech enhancement based on soft audible noise masking and noise power estimation, R. Yu, 2013 A statistical demand-price model with its application in optimal real-time price of electricity, R. Yu, W. Yang, and S. Rahardja, 2012

Areas of Focus

医学人工智能
生物信息

Publications

ScaleQC: A Scalable Lossy to Lossless Solution for NGS Data Compression, R. Yu and W. Yang, 2020
Comparison of High-Throughput Single-Cell RNA Sequencing Data Processing Pipelines, M. Gao, M. Ling, X. Tang, S. Wang, X. Xiao, Y. Qiao, W. Yang, R. Yu, 2020
A novel approach combined transfer learning and deep learning to predict TMB from histology image, L. Wang, Y. Jiao, Y. Qiao, N. Zeng, R. Yu, 2020
DAISM-DNN: Highly accurate cell type proportion estimation with in silico data augmentation and deep neural networks, Y Lin, H Li, X Xiao, W Yang, R Yu, 2020
UltraStrain: An NGS-Based Ultra Sensitive Strain Typing Method for Salmonella enterica, W. Yang, L. Huang, C. Shi, L. Wang, R. Yu, 2019
Performance Evaluation of IMP: A Rapid Secondary Analysis Pipeline for NGS Data, S. Wang, W, Yang, X. Zhang, R. Yu, 2018
Improving Coding Efficiency of MPEG-G Standard Using Context-Based Arithmetic Coding, W. Yang, Y. Lin, S. Wu, R. Yu, 2018
Preventing distribution grid congestion by integrating indirect control in a hierarchical electric vehicles’ management system, J. Hu, C. Si, M. Lind, R. Yu, 2016
Efficient Implementation of $k$-Nearest Neighbor Classifier Using Vote Count Circuit, H. Shu, R. Yu, W. Jiang and W. Yang, 2014
Low Complexity Packet Scheduling Algorithms for Streaming Scalable Media Based on Time Utility Function, R. Yu, H. Shu and W. Jiang, 2014
Demand Response Based on Voluntary Time Dependent Pricing Scheme, H. Shu, W. Yang, C. C. Chai and R. Yu, 2014
System Identification Using Prominent Subspace LMS, R. Yu, Y. Song and M. Nambiar, 2014
Quantifying the Benefits to Consumers for Demand Response with a Statistical Elasticity Model, W. Yang, R. Yu, M. Nambiar, 2014
Optimal Normalization of Prediction Residual for Predictive Coding with Random Access, H. Shu, R. Yu and H. Huang, 2014
Lossless Audio Compression in the New IEEE Standard for Advanced Audio Coding, H. Huang, H. Shu and R. Yu, 2014
High-Performance, Very Low Power Content-based Search Engine, W. Jiang, R. Yu, 2013
Speech enhancement based on soft audible noise masking and noise power estimation, R. Yu, 2013
A statistical demand-price model with its application in optimal real-time price of electricity, R. Yu, W. Yang, and S. Rahardja, 2012

人工智能机器学习深度学习医疗保健数据分析基因组学计算生物学预测建模图像分析临床应用

曾丰 - 厦门大学

吴健 - 浙江大学

陈新 - 浙江大学

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