There are 3 repositories under microarray topic.
Bioconductor cheat sheet
Differential abundance analysis for feature/ observation matrices from platforms such as RNA-seq
Cross-platform normalization enables machine learning model training on microarray and RNA-seq data simultaneously
Microarray Analysis Pipeline in Python
Cross-platform GUI desktop application for making biological heatmaps
🔬 R package: Analysis of Large Affymetrix Microarray Data Sets
analyze_geo_microarrays.py : Differential expression analysis of published microarrays datasets from the NCBI Gene Expression Omnibus (GEO)
UNet 2.0 - Pytorch implementation of the U-Net 2.0 for image semantic segmentation, with processing blocks for noisy images
Collection of gene expression datasets
Bioinformatics course project - Fall 2020, analysis of genetic expression omnibus (GEO) data series of Acute Myeloid Leukemia
Genomic data manipulation tool
SAGA: Simulated annealing aided genetic algorithm for gene selection from microarray data
Latex scripts to compile my PhD thesis
Beacon v2 - CNAG Biomedical Informatics - Tools (Data ingestion tools)
bimodal DNN for NSCLC patient overall survival prediction
R package for visualization of omics data
Temporal Integrative Genomics Analysis in R
An R package for utilities to guide in-depth detection of circadian signals from omics time series data
A toolkit for navigating and analyzing gene expression datasets
A simple program to generate .vcf and plink format files from .idat files
scrape REVIGO Gene Ontology web app and plot results
Integrated analysis of Cross-platform MicroArray and Pathway data
SparkRMA: Robust Multi-array Average (RMA) In Apache Spark
design of primers and probes for PCR/microarray by visual selection from aligned DNA sequences
PhD thesis supplementary materials
R scripts for RF and RBF-SVM for Acute Myeloid Leukemia subtypes multiclass classification using gene expression profiles. LASSO feature selection, SMOTE sampling, 10-fold cross-validation, variable importance plot, PCA plot, normalized Confusion Matrix, GSE13159.
Utilities for processing and analyzing HIPC gene expression data in ImmuneSpace
This R script is used to analyze microarray data acquired by an Agilent SureScan Microarray Scanner.
Analysis of long continuous stretches of homozygosity of the human genome.