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俞容山
Medical School
厦门大学
福建
Language: 英语, 中文
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
Areas of Focus
- 医学人工智能
- 生物信息
Academic Background & Achievements
- 2005 - 博士: 新加坡国立大学
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
Awards
- 福建省“闽江学者”
- 厦门市“双百计划”
