田毅(tianyi1@genomics.cn)。主要负责基因测序仪的研发及机器学习basecalling算法的研究。
研究方向:信号处理、嵌入式系统、机器学习等研究
现任岗位:华大智造 仪器开发中级工程师
教育背景:博士 材料科学 香港城市大学
参与项目:
1.DNBSEQ-G99研发
2.DeepCall算法研发
论文:
1.Li, X.; Yan, H.; Xie, W.; Kang, L.; Tian, Y. An Improved Pulse-Coupled Neural Network Model for Pansharpening. Sensors 2020, 20, 2764.
https://doi.org/10.3390/s20102764
2.L. Wei, H. M. Leung, Y. Tian, P. K. Lo and D. Ho, "Fully Integrated Liquid-Core Waveguide Fluorescence Lifetime Detection Microsystem for DNA Biosensing," in IEEE Access, vol. 7, pp. 111944-111953, 2019, doi: 10.1109/ACCESS.2019.2934764.
3.Tian, Y.; Wei, L.; Ho, D. A Low-Cost Time-Correlated Single Photon Counting Portable DNA Analyzer. Sensors 2019, 19, 2838.
https://doi.org/10.3390/s19132838
4.Wei, L., Tian, Y., Yan, W. et al. Liquid-core waveguide TCSPC sensor for high-accuracy fluorescence lifetime analysis. Anal Bioanal Chem 411, 3641–3652 (2019).
https://doi.org/10.1007/s00216-019-01847-6
5.Y. Tian, W. Yan, L. Wei and D. Ho, "Low Detection Limit Time-Correlated Single Photon Counting Lifetime Analytical System for Point-of-Care Applications," in IEEE Access, vol. 7, pp. 18256-18266, 2019, doi: 10.1109/ACCESS.2019.2896640.
专利:
1.Determination of a Concentration of an Analyte in a Subject
D Ho, W Yan, L Wei, Y Tian - US Patent 10,405,785, 2019
Google Scholar链接:
https://scholar.google.com/citations?user=CO00taAAAAAJ&hl=en


