ArticleNational science review2024
Improving error-correcting capability in DNA digital storage via soft-decision decoding.
Article in National science review, 2024. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 10 papers.
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Who cites it
10 citing papers in PubMed, 21 citations in OpenAlex.
- Polus: a context-aware enhancement framework for DNA storage via transformer-based soft-decision decoding.Bioinformatics (Oxford, England) · 2026Article
- DNA Data Storage Architecture via Ligation of Dynamic DNA Bytes.Small methods · 2026Article
- DNA diamond formulates a decomposable composite letter constellation model for DNA data storage.Nature communications · 2026Article
- Two-dimensional data storage using a DNA molecular register.Frontiers in bioengineering and biotechnology · 2026Article
- DNA StairLoop: enabling high-fidelity data recovery and robust error correction in DNA-based data storage.Nature communications · 2025Article
- DNA storage: The future direction for medical cold data storage.Synthetic and systems biotechnology · 2025Review
- Pragmatic soft-decision data readout of encoded large DNA.Briefings in bioinformatics · 2025Article
- INNSE: Invertible neural network-based DNA image storage with self-correction encoding.Computational and structural biotechnology journal · 2025Article
- DNA palette code for time-series archival data storage.National science review · 2025Article
- Overcoming the High Error Rate of Composite DNA Letters-Based Digital Storage through Soft-Decision Decoding.Advanced science (Weinheim, Baden-Wurttemberg, Germany) · 2024Article
Corrections and comments
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Authors and funding
8 authors at 3 institutions in 1 country.
Funding
No grant is acknowledged in the PubMed record.
Abstract
Error-correcting codes (ECCs) employed in the state-of-the-art DNA digital storage (DDS) systems suffer from a trade-off between error-correcting capability and the proportion of redundancy. To address this issue, in this study, we introduce soft-decision decoding approach into DDS by proposing a DNA-specific error prediction model and a series of novel strategies. We demonstrate the effectiveness of our approach through a proof-of-concept DDS system based on Reed-Solomon (RS) code, named as Derrick. Derrick shows significant improvement in error-correcting capability without involving additional redundancy in both
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