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
Active learning framework leveraging transcriptomics identifies modulators of disease phenotypes

article Full Text OpenAlex

Comprehensive web-based platform for advanced PCR design, genotyping, synthetic biology, molecular diagnostics, and sequence analysis

article Full Text OpenAlex

Transformer-based modeling of Clonal Selection and Expression Dynamics reveals resistance mechanisms in breast cancer

article Full Text OpenAlex

UPSST: Unsupervised Pathology Domain Identification by Integrating Tissue Morphology, Imputing and Clustering of Spatial Transcriptomics With GAT

article Full Text OpenAlex

The (in)dependence of single-cell data inferences on model constructs

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Real-time monitoring and prediction of glucose content in enzymatic reactions: Application of a deep neural network mode

article Full Text OpenAlex

Profiling of human genes afflicted with nasopharyngeal carcinoma using microarray data

article Full Text OpenAlex

Refining breast cancer classification: Customized attention integration approaches with dense and residual networks for enhanced detection

article Full Text OpenAlex

Automatic Classification of Human Chromosome Shapes using Convolutional Neural Network Models

article Full Text OpenAlex

SEMdag: Fast learning of Directed Acyclic Graphs via node or layer ordering

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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 7028 FWCI889.05159726

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

article Full Text OpenAlex 5528 FWCI723.76971809

Using Embeddings to Improve Named Entity Recognition Classification with Graphs

preprint Full Text OpenAlex 5332 FWCI780.88198805

Complex heatmap visualization

article Full Text OpenAlex 1488 FWCI183.12690708

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

article Full Text OpenAlex 1277 FWCI241.18585951

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

article Full Text OpenAlex 1129 FWCI146.20615968

Museum of spatial transcriptomics

review Full Text OpenAlex 1044 FWCI127.9919243

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

review Full Text OpenAlex 968 FWCI178.80060255

Squidpy: a scalable framework for spatial omics analysis

article Full Text OpenAlex 905 FWCI110.63917302

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

article Full Text OpenAlex 871 FWCI112.11600292