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yh154's Projects

dca icon dca

Deep count autoencoder for denoising scRNA-seq data

genomics icon genomics

A collection of scripts and notes related to genomics and bioinformatics

histomorphological-phenotype-learning icon histomorphological-phenotype-learning

Corresponding code of 'Quiros A.C.+, Coudray N.+, Yeaton A., Yang X., Chiriboga L., Karimkhan A., Narula N., Pass H., Moreira A.L., Le Quesne J.*, Tsirigos A.*, and Yuan K.* Mapping the landscape of histomorphological cancer phenotypes using self-supervised learning on unlabeled, unannotated pathology slides. 2023'

imubac icon imubac

Integration of multi-batch cytometry datasets

protiler icon protiler

ProTiler method for the analysis and visualization of CRISPR screens with tiling-sgRNA design

sc_crispr icon sc_crispr

Expression quantification for single cell CRISPR experiment

scevan icon scevan

R package that automatically classifies the cells in the scRNA data by segregating non-malignant cells of tumor microenviroment from the malignant cells. It also infers the copy number profile of malignant cells, identifies subclonal structures and analyses the specific and shared alterations of each subpopulation.

snakemake icon snakemake

This is the development home of the workflow management system Snakemake. For general information, see

umi-tools icon umi-tools

Tools for handling Unique Molecular Identifiers in NGS data sets

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