Outcome-guided Sparse K-means for Disease Subtype Discovery via Integrating Phenotypic Data with High-dimensional Transcriptomic Data

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.

Clustering Epidemiology