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Code to reproduce the results in the manuscript "Assessing GPT-4 for cell type annotation in single-cell RNA-seq analysis"

Overview

This repository contains the code to reproduce the results in the manuscript "Assessing GPT-4 for cell type annotation in single-cell RNA-seq analysis". The preprint can be found here.

analysis: code to generate figures in the paper

anno: code to generate and compile cell type annotation results

anno/code: code to generate cell type annotation results

anno/cl: code to populate CL terms

anno/subtype: code to identify major cell types or cell subtypes

anno/compiled: code to compile cell type annotation results

anno/process: code to process gene expression data and run sctype and SingleR

numcell: number of cells in each cell type

runtime: running time calculation

simu: code for simulation studies

supp: code to generate supplementary materials

software: in-house pipeline for sctype

Contact

Authors: Wenpin Hou ([email protected]) and Zhicheng Ji ([email protected]).

Report bugs and provide suggestions by sending email to the maintainer Dr. Wenpin Hou ([email protected]) or open a new issue on this Github page.

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GPT annotation for single cells

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