Genomics, proteomics & bioinformatics
DBP: Adaptive and Interpretable Factor Analysis for Single-cell RNA-seq Data with Deep Beta Processes.
Runyan Liu, Shuofeng Hu, Guohua Dong, Tongtong Kan, Jinhui Shi, Jing Wang, Jiahao Zhou, Zhen He, Xiaomin Ying
Published: 202510.1093/gpbjnl/qzaf117
Abstract
Factor analysis is a method that condenses multiple variables into a few latent factors. It can be used to extract the underlying sources of biological variation in high-dimensional data and distill them into interpretable gene programs. However, exi…
Preview only. Read the full abstract at the source