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
Sample-Wise and Gene-Wise Comparisons Confirm a Greater Similarity of RNA and Protein Expression Data at the Level of Molecular Pathways and Suggest an Approach for the Data Quality Check in High-Throughput Expression Databases

article Full Text OpenAlex

Bio-primed machine learning to enhance discovery of relevant biomarkers

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EMBL’s European Bioinformatics Institute (EMBL-EBI) in 2024

article Full Text OpenAlex

Classification of Hidden Patterns in Cancer Genome using Deep Learning

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NiCo identifies extrinsic drivers of cell state modulation by niche covariation analysis

article Full Text OpenAlex

Unlocking biological insights from differentially expressed genes: Concepts, methods, and future perspectives

review Full Text OpenAlex

Spatial Omics and Gene Circuits

book-chapter Full Text OpenAlex

scMoMtF: An interpretable multitask learning framework for single-cell multi-omics data analysis

article Full Text OpenAlex

A Novel Aggregated Multiple Imputation Approach for Enhanced Survival Prediction and Classification on Breast Cancer and Lung Cancer Data

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INSIHGT: an accessible multi-scale, multi-modal 3D spatial biology platform

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

article Full Text OpenAlex 13080 FWCI924.11974819

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

article Full Text OpenAlex 6650 FWCI851.1462966

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

article Full Text OpenAlex 5363 FWCI706.54003597

Using Embeddings to Improve Named Entity Recognition Classification with Graphs

preprint Full Text OpenAlex 5323 FWCI776.55976303

Gene Set Knowledge Discovery with Enrichr

article Full Text OpenAlex 3259 FWCI247.92743007

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

article Full Text OpenAlex 2099 FWCI280.27368064

Multivariable association discovery in population-scale meta-omics studies

article Full Text OpenAlex 2052 FWCI148.44435427

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

article Full Text OpenAlex 1757 FWCI163.75694535

Complex heatmap visualization

article Full Text OpenAlex 1414 FWCI175.49661928

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

article Full Text OpenAlex 1316 FWCI89.43723579