Publications
- Elucidating Dynamic Cell Lineages and Gene Networks in Time-Course Single Cell Differentiation
Mengrui Zhang, Yongkai Chen, Dingyi Yu, Wenxuan Zhong, Jingyi Zhang, Ping Ma
Artificial Intelligence in the Life Sciences, 2023 published. [PDF]
- Asymptotic Analysis of Sampling Estimators for Randomized Numerical Linear Algebra Algorithms
Ping Ma, Yongkai Chen, Xinlian Zhang, Xin Xing, Jingyi Ma, Michael W. Mahoney
Journal of Machine Learning Research, 2022 published. [PDF]
- Smoothing splines approximation using Hilbert curve basis selection
Cheng Meng, Jun Yu, Yongkai Chen, Wenxuan Zhong, Ping Ma
Journal of Computational and Graphical Statistics, 2022 published. [PDF]
- Ensemble machine learning approach for screening of coronary heart disease based on echocardiography and risk factors
Jingyi Zhang, Huolan Zhu, Yongkai Chen, Huimin Cheng, Yi Li, Wenxuan Zhong, Fang Wang
BMC Medical Informatics and Decision Making, published. [PDF]
- Drug screening with zebrafish visual behavior identifies carvedilol as a potential treatment for an autosomal dominant form of retinitis pigmentosa
Ganzen, Logan, Mee Jung Ko, Mengrui Zhang, Rui Xie, Yongkai Chen, Liyun Zhang, Rebecca James, Jeff Mumm, Richard M. van Rijn, Wenxuan Zhong, Chi Pui Pang, Mingzhi Zhang, Motokazu Tsujikawa and Yuk Fai Leung Scientific reports, 2021, published. [PDF]
- Best Subset Selection: Statistical Computing Meets Quantum Computing
Zhong, Wenxuan, Yuan Ke, Ye Wang, Yongkai Chen, Jinyang Chen, and Ping Ma
arXiv:2107.08359 (2021). [PDF]