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Showing 1–2 of 2 results
Advanced filters: Author: Hongjue Li Clear advanced filters
  • Recent advances in spatial omics have expanded molecular categories beyond transcriptomics. Here, authors introduce soScope, a generative method that jointly models omics, spatial relations, and imaging, enhancing spatial resolution and data quality for multiomics data from diverse technologies.

    • Bohan Li
    • Feng Bao
    • Qionghai Dai
    ResearchOpen Access
    Nature Communications
    Volume: 15, P: 1-16
  • In this study the authors introduce BILLIE, a bi-level framework for equation identification that decouples term selection and quantification, enhancing robustness and accuracy in modeling nonlinear systems. BILLIE outperforms existing methods in handling complex systems and imperfect data, as demonstrated through both simulations and real-world biological applications.

    • Zeyu Li
    • Huining Yuan
    • Lijun Yang
    Research
    Nature Computational Science
    Volume: 5, P: 456-466