REVIEW
Accepted on 03 Nov 2025
- Frontiers in Genetics
- Computational Genomics
- Research Topics
- Computational Approaches Integrate Multi-Omics Data for Disease Diagnosis and Treatment
Computational Approaches Integrate Multi-Omics Data for Disease Diagnosis and Treatment
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Articles
ORIGINAL RESEARCH
Published on 05 Sep 2025
Integrative analysis of single-cell and microarray data reveals SPI1-centered macrophage regulatory signatures in ulcerative colitis
doi 10.3389/fgene.2025.1617834
- 1,734 views
ORIGINAL RESEARCH
Published on 17 Jul 2025
Incorporating graph representation and mutual attention mechanism for MiRNA-MRNA interaction prediction
doi 10.3389/fgene.2025.1637427
- 1,196 views
ORIGINAL RESEARCH
Published on 04 Jun 2025
MOLUNGN: a multi-omics graph neural network for biomarker discovery and accurate lung cancer classification
doi 10.3389/fgene.2025.1610284
- 2,721 views
ORIGINAL RESEARCH
Published on 10 Apr 2025
Liver failure diagnosis: key diagnostic biomarkers discovery and bioinformatic validation
doi 10.3389/fgene.2025.1554116
- 1,699 views
ORIGINAL RESEARCH
Published on 03 Apr 2025
Role of lactylation and immune infiltration in atherosclerosis: novel insights from bioinformatics analyses
doi 10.3389/fgene.2025.1520325
- 2,901 views
ORIGINAL RESEARCH
Published on 06 Jan 2025
The analysis of gene co-expression network and immune infiltration revealed biomarkers between triple-negative and non-triple negative breast cancer
doi 10.3389/fgene.2024.1505011
- 2,318 views
ORIGINAL RESEARCH
Published on 10 Dec 2024
DMOIT: denoised multi-omics integration approach based on transformer multi-head self-attention mechanism
doi 10.3389/fgene.2024.1488683
- 2,094 views
- 7 citations
ORIGINAL RESEARCH
Published on 11 Nov 2024
AI-enabled pipeline for virus detection, validation, and SNP discovery from next-generation sequencing data
doi 10.3389/fgene.2024.1492752
- 2,880 views
- 4 citations
ORIGINAL RESEARCH
Published on 22 Oct 2024
Dinucleotide composition representation -based deep learning to predict scoliosis-associated Fibrillin-1 genotypes
doi 10.3389/fgene.2024.1492226
- 1,346 views
