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
DiffusionST: a deep generative diffusion model-based framework for enhancing spatial transcriptomics data quality and identifying spatial domains.

article Full Text OpenAlex

Building simplified cancer subtyping and prediction models with glycan gene signatures

article Full Text OpenAlex

The length of haplotype blocks and signals of structural variation in reconstructed genealogies

article Full Text OpenAlex

Reanalysis of the vitamin D and dementia association using the doubly-ranked nonlinear Mendelian randomization approach

article Full Text OpenAlex

GNR: Genetic-Embedded Nuclear Reaction Optimization with F-Score Filter for Gene Selection in Cancer Classification

article Full Text OpenAlex

Robust inference of cancer progression pathways using Conjunctive Bayesian Networks

preprint Full Text OpenAlex

Improving causal effect estimation in multi-ancestry multivariable Mendelian randomization with transfer learning

preprint Full Text OpenAlex

A More Robust Approach to Multivariable Mendelian Randomization

article Full Text OpenAlex

A technical review of multi-omics data integration methods: from classical statistical to deep generative approaches

review Full Text OpenAlex

Interpretable graph Kolmogorov–Arnold networks for multi-cancer classification and biomarker identification using multi-omics data

preprint Full Text OpenAlex

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

article Full Text OpenAlex 10466 FWCI611.403

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

article Full Text OpenAlex 4873 FWCI457.657

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

article Full Text OpenAlex 4342 FWCI407.015

Gene Set Knowledge Discovery with Enrichr

article Full Text OpenAlex 2735 FWCI172.23

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

article Full Text OpenAlex 1695 FWCI168.218

Multivariable association discovery in population-scale meta-omics studies

article Full Text OpenAlex 1646 FWCI97.127

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

article Full Text OpenAlex 1397 FWCI87.555

Complex heatmap visualization

article Full Text OpenAlex 1092 FWCI102.505

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

article Full Text OpenAlex 1077 FWCI62.572

Benchmarking atlas-level data integration in single-cell genomics

article Full Text OpenAlex 908 FWCI55.334