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Showing 1–2 of 2 results
Advanced filters: Author: Heval Atas Clear advanced filters
  • Deep learning methods have in recent years shown promising results in characterizing proteins and extracting complex sequence–structure–function relationships. This Analysis describes a benchmarking study to compare the performances and advantages of recent deep learning approaches in a range of protein prediction tasks.

    • Serbulent Unsal
    • Heval Atas
    • Tunca Doğan
    Research
    Nature Machine Intelligence
    Volume: 4, P: 227-245
  • The IDG-DREAM Challenge carried out crowdsourced benchmarking of predictive algorithms for kinase inhibitor activities on unpublished data. This study provides a resource to compare emerging algorithms and prioritize new kinase activities to accelerate drug discovery and repurposing efforts.

    • Anna Cichońska
    • Balaguru Ravikumar
    • Tero Aittokallio
    ResearchOpen Access
    Nature Communications
    Volume: 12, P: 1-18