y0news
AnalyticsDigestsSourcesTopicsRSSAICrypto

#single-cell-rna News & Analysis

2 articles tagged with #single-cell-rna. AI-curated summaries with sentiment analysis and key takeaways from 50+ sources.

2 articles
AIBullisharXiv – CS AI · Jun 97/10
🧠

Single-Cell Cross-Modal Transfer by Adversarial Fine-Tuning of Foundation Models

Researchers propose a foundation model approach using adversarial fine-tuning to translate between unpaired spatial transcriptomics and single-cell RNA sequencing data. The method addresses the scarcity of paired datasets by leveraging the abundance of individual modalities, outperforming existing multi-omics translation approaches.

AINeutralarXiv – CS AI · Jun 46/10
🧠

You Only Train Once: Differentiable Subset Selection for Omics Data

Researchers introduce YOTO, an end-to-end machine learning framework that simultaneously selects compact gene subsets and performs prediction tasks in single-cell transcriptomic analysis. The differentiable architecture enforces sparsity and uses multi-task learning to improve biomarker discovery while outperforming existing feature selection methods.