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Machine Learning and Neural Network Methods Applied to Drug Discovery

  • Daniel S. de Sousa,
  • Aldineia P. da Silva,
  • Rafaela M. de Angelo,
  • Laise P. A. Chiari,
  • Kathia M. Honorio,
  • Albérico B. F. da Silva

摘要

Throughout this chapter, we will explore how machine learning and neural networks are shaping the evolution of drug design, its fundamental applications, limitations, and the challenges that still need to be overcome. The revolutionary potential of this approach promises to continue contributing to the discovery of new therapies and advancing pharmaceutical science.