Professor | Rongshan Yu | Asia Growth Partners

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Name	Rongshan Yu
Contact Information	rsyu@xmu.edu.cn
Language ability	English, Chinese
Province	Fujian

Upload Avatar (500 x 500)

Name

Rongshan Yu

Contact Information

rsyu@xmu.edu.cn

Language ability

English, Chinese

Province

Fujian

University/Lab Affiliation and Title	Xiamen University
Faculty	Medical
Academic Background & Achievements	2005 - PhD: National University of Singapore
Awards	Fujian Province 'Minjiang Scholar' Xiamen City 'Double Hundred Plan'

University/Lab Affiliation and Title

Xiamen University

Faculty

Medical

Academic Background & Achievements

2005 - PhD: National University of Singapore

Awards

Fujian Province 'Minjiang Scholar'
Xiamen City 'Double Hundred Plan'

Areas of Focus	Medical Artificial Intelligence Bioinformatics
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

Medical Artificial Intelligence
Bioinformatics

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

Ai Machine Learning Deep Learning Healthcare Data Analysis Genomics Computational Biology Predictive Modeling Image Analysis Clinical Applications

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