# Challenges in AI-driven multi-omics data analysis for Oncology: Addressing dimensionality, sparsity, transparency and ethical considerations

> Research article (Informatics in Medicine Unlocked, 2025) · cited 15× · AI/ML

**Wikidata**: [openalex:W4412886086](https://www.wikidata.org/wiki/openalex:W4412886086)  
**Source**: https://4ort.xyz/entity/challenges-in-ai-driven-multi-omics-data-analysis-for-oncology-addressing-dimensionality-sparsity-transparency-and-ethic