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Eric Minwei Liu's Projects

gtex_infil icon gtex_infil

Demographic and genetic factors influence the abundance of infiltrating immune cells in human tissues

hamfa icon hamfa

Hypoxia associated molecular feature analysis

hic_tools icon hic_tools

A collection of tools for Hi-C data analysis

immunedeconv icon immunedeconv

A unified interface to immune deconvolution methods (CIBERSORT, EPIC, quanTIseq, TIMER, xCell, MCPcounter)

immuneresistance icon immuneresistance

This resource provides the code developed in the study of Jerby-Arnon _et al. "Single-cell RNA-seq of melanoma ecosystems reveals sources of T cell exclusion linked to immunotherapy clinical outcomes".

liger icon liger

R package for integrating and analyzing multiple single-cell datasets

mask_rcnn icon mask_rcnn

Mask R-CNN for object detection and instance segmentation on Keras and TensorFlow

ml-radiation icon ml-radiation

Machine learning prediction of tumor radiation response from multi-omics TCGA data

mljar-supervised icon mljar-supervised

Automated Machine Learning Pipeline with Feature Engineering and Hyper-Parameters Tuning :rocket:

mtdna-mutations icon mtdna-mutations

scripts to generate figures/tables from Gorelick et al. Nat Metab, 2021

mutation-burden-of-pan-cancer icon mutation-burden-of-pan-cancer

TCGA data (downloaded from cBioportal) was analyzed to summarize mutation burden in pan-cancers (totally 31 cancer types), ggplot2 was utilized to plot these results in alphabetic order.

neopredpipe icon neopredpipe

Neoantigens prediction pipeline for multi- or single-region vcf files using ANNOVAR and netMHCpan.

netboxr icon netboxr

An R package to mark functional modules in the network analysis using data from pathwayCommons

nlp-roadmap icon nlp-roadmap

ROADMAP(Mind Map) and KEYWORD for students those who have interest in learning NLP

og-aws icon og-aws

📙 Amazon Web Services — a practical guide

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