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
Auditing shortcut learning and misclassification in artificial intelligence-based breast cancer genomic subtyping

article Full Text OpenAlex

Using transfer learning approaches to predict RNA-Seq gene expression data for cancer classification

article Full Text OpenAlex

Genome-scale functional mapping of the mammalian whole brain with in vivo Perturb-seq

article Full Text OpenAlex

A data-driven framework for constrained control of Boolean networks

article Full Text OpenAlex

Reporting quality of quantitative polymerase chain reaction (qPCR) methods in scientific publications

article Full Text OpenAlex

Single-cell transcriptomics reveals the impact of sex and age in the healthy human liver

article Full Text OpenAlex

Optimizing feature selection in cancer microarray data using a heap-driven evolutionary framework for high-dimensional spaces

article Full Text OpenAlex

Personalized gene expression prediction in the era of deep learning: a review

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A review of pharmacogenomics in the individualization of pharmacological treatment: present and future

article Full Text OpenAlex

Real-Time Reverse Transcription Quantitative PCR (RT-qPCR) Methodological Standards and Reporting Practices

article Full Text OpenAlex

近5年高被引文献
The STRING database in 2023: protein–protein association networks and functional enrichment analyses for any sequenced genome of interest

article Full Text OpenAlex 8279 FWCI633.6199

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

article Full Text OpenAlex 6041 FWCI512.4599

Targeted Branching for the Maximum Independent Set Problem Using Graph Neural Networks

preprint Full Text OpenAlex 5371 FWCI362.0232

Complex heatmap visualization

article Full Text OpenAlex 1734 FWCI130.3466

g:Profiler—interoperable web service for functional enrichment analysis and gene identifier mapping (2023 update)

article Full Text OpenAlex 1497 FWCI225.6539

Sangerbox: A comprehensive, interaction‐friendly clinical bioinformatics analysis platform

article Full Text OpenAlex 1184 FWCI103.2877

Museum of spatial transcriptomics

review Full Text OpenAlex 1152 FWCI90.8237

Methods and applications for single-cell and spatial multi-omics

review Full Text OpenAlex 1064 FWCI157.319

Using clusterProfiler to characterize multiomics data

review Full Text OpenAlex 1046 FWCI768.2988

GSEApy: a comprehensive package for performing gene set enrichment analysis in Python

article Full Text OpenAlex 1038 FWCI79.82