Proteins, central to numerous biological processes, are analyzed using AI-driven techniques. This chapter discusses embedding-based and language model-based methods, as well as the resources and benchmarks available for protein analysis.

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AI-Driven Insights into Protein Sequence Analysis Landscape

  • Muhammad Nabeel Asim,
  • Sheraz Ahmed,
  • Andreas Dengel

摘要

Proteins, central to numerous biological processes, are analyzed using AI-driven techniques. This chapter discusses embedding-based and language model-based methods, as well as the resources and benchmarks available for protein analysis.