1 code implementation • 18 Mar 2021 • Lingsong Meng, Dorina Avram, George Tseng, Zhiguang Huo
We demonstrated the superior performance of the GuidedSparseKmeans by comparing with existing clustering methods in simulations and applications of high-dimensional transcriptomic data of breast cancer and Alzheimer's disease.
no code implementations • 12 May 2018 • Kai Wen Wang, Xiangrui Zeng, Xiaodan Liang, Zhiguang Huo, Eric P. Xing, Min Xu
Cellular Electron CryoTomography (CECT) is a 3D imaging technique that captures information about the structure and spatial organization of macromolecular complexes within single cells, in near-native state and at sub-molecular resolution.
no code implementations • 16 Aug 2017 • Zhiguang Huo, Shaowu Tang, Yongseok Park, George Tseng
Meta-analysis methods have been widely used to combine results from multiple clinical or genomic studies to increase statistical power and ensure robust and accurate conclusion.
Methodology Applications
1 code implementation • 11 Jul 2017 • Zhiguang Huo, Chi Song, George Tseng
Due to rapid development of high-throughput experimental techniques and fast dropping prices, many transcriptomic datasets have been generated and accumulated in the public domain.
Applications