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
Toward informed batch correction for single-cell transcriptome integration

article Full Text OpenAlex

A hyperparameter benchmark of VAE-based methods for scRNA-seq batch integration

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Alzheimer’s disease prediction using deep learning and XAI based interpretable feature selection from blood gene expression data

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thematicGO: A Keyword-Based Framework for Interpreting Gene Ontology Enrichment via Biological Themes

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

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SparseAEH: Scalable autoregressive expression histology discovery in spatial transcriptomics via sparse Gaussian kernels

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ADNF-Clustering: An Adaptive and Dynamic Neuro-Fuzzy Clustering for Leukemia Prediction

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Clinical Applications of Multi-Omics Integration in Disease Diagnosis

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HumanBase: an interactive AI platform for human biology

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A Personalized Point-of-Care Platform for Discovery and Validation of miRNA Targets Using AI and Edge Computing Supporting Personalized Cancer Therapy

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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 7808 FWCI633.2484

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

article Full Text OpenAlex 5853 FWCI512.7247

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

preprint Full Text OpenAlex 5346 FWCI396.5173

Complex heatmap visualization

article Full Text OpenAlex 1641 FWCI130.3287

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

article Full Text OpenAlex 1416 FWCI225.0546

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

article Full Text OpenAlex 1160 FWCI103.3257

Museum of spatial transcriptomics

review Full Text OpenAlex 1103 FWCI90.9351

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

review Full Text OpenAlex 1026 FWCI160.1075

Squidpy: a scalable framework for spatial omics analysis

article Full Text OpenAlex 979 FWCI79.0469

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

article Full Text OpenAlex 963 FWCI79.7084