专题:Gene expression and cancer classification

This cluster of papers focuses on the analysis of microarray data and gene expression profiling, covering topics such as normalization, differential expression, feature selection, machine learning applications, clustering methods, quality control, and bioinformatics tools. The papers discuss various techniques and methods for processing and interpreting gene expression data obtained from microarray experiments.
最新文献
Development of a machine learning predictive model for early detection of breast cancer

preprint Full Text OpenAlex

spCLUE: a contrastive learning approach to unified spatial transcriptomics analysis across single-slice and multi-slice data

article Full Text OpenAlex

Unveiling spatial domains from spatial multi-omics data using dual-graph regularized ensemble learning

article Full Text OpenAlex

Reevaluating principal component analysis: advocating for nonlinear and nonparametric methods in multi-omics data analysis

letter Full Text OpenAlex

Revolutionizing Drug Discovery: Integrating Spatial Transcriptomics with Advanced Computer Vision Techniques

preprint Full Text OpenAlex

Investigating the potential risk of cadmium exposure on Osteoporosis: An integrated multi-omics approach

article Full Text OpenAlex

MULTIPLEDISEASE PREDICTION SYSTEM

article Full Text OpenAlex

SpotSweeper: spatially aware quality control for spatial transcriptomics

article Full Text OpenAlex

Reply to: False positives in study of memory-related gene expression

letter Full Text OpenAlex

False positives in study of memory-related gene expression

letter Full Text OpenAlex

近5年高被引文献
Twelve years of SAMtools and BCFtools

article Full Text OpenAlex 9707 FWCI610.789

The STRING database in 2023: protein–protein association networks and functional enrichment analyses for any sequenced genome of interest

article Full Text OpenAlex 4274 FWCI417.058

DAVID: a web server for functional enrichment analysis and functional annotation of gene lists (2021 update)

article Full Text OpenAlex 4072 FWCI406.887

Gene Set Knowledge Discovery with Enrichr

article Full Text OpenAlex 2612 FWCI172.042

A cross-population atlas of genetic associations for 220 human phenotypes

article Full Text OpenAlex 1558 FWCI168.298

Multivariable association discovery in population-scale meta-omics studies

article Full Text OpenAlex 1511 FWCI97.309

KOBAS-i: intelligent prioritization and exploratory visualization of biological functions for gene enrichment analysis

article Full Text OpenAlex 1329 FWCI87.519

clinker & clustermap.js: automatic generation of gene cluster comparison figures

article Full Text OpenAlex 1005 FWCI62.511

Complex heatmap visualization

article Full Text OpenAlex 953 FWCI92.726

Benchmarking atlas-level data integration in single-cell genomics

article Full Text OpenAlex 831 FWCI55.001