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scAnnotate

An Automated Cell Type Annotation Tool for Single-Cell RNA-Sequencing Data

v0.3 · Mar 13, 2024 · GPL-3

Description

An entirely data-driven cell type annotation tools, which requires training data to learn the classifier, but not biological knowledge to make subjective decisions. It consists of three steps: preprocessing training and test data, model fitting on training data, and cell classification on test data. See Xiangling Ji,Danielle Tsao, Kailun Bai, Min Tsao, Li Xing, Xuekui Zhang.(2022)<doi:10.1101/2022.02.19.481159> for more details.

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OK 14 OK · 0 NOTE · 0 WARNING · 0 ERROR · 0 FAILURE Mar 9, 2026

Dependency Network

Dependencies Reverse dependencies glmnet Seurat harmony SeuratObject scAnnotate

Version History

new 0.3 Mar 9, 2026