The era of artificial intelligence and machine learning, and data science in the pharmaceutical industry

The era of artificial intelligence and machine learning, and data science in the pharmaceutical industry

The Era of Artificial Intelligence, Machine Learning and Data Science in the Pharmaceutical Industry examines the drug discovery process, assessing how new technologies have improved effectiveness. Artificial intelligence and machine learning are considered the future for a wide range of disciplines...

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Detalles Bibliográficos
Otros Autores: Ashenden, Stephanie K., editor (editor)
Formato: Libro electrónico
Idioma:Inglés
Publicado: London : Academic Press is an imprint of Elsevier [2021]
Materias:
Drug development > Data processing.
Artificial intelligence.
Pharmaceutical industry > Data processing.
Ver en Biblioteca Universitat Ramon Llull:https://discovery.url.edu/permalink/34CSUC_URL/1im36ta/alma991009670623406719
Tabla de Contenidos:
  • Introduction to drug discovery
  • Introduction to artificial intelligence and machine learning
  • Data types and resources
  • Target identification and validation
  • Hit discovery
  • Lead optimization
  • Evaluating safety and toxicity
  • Precision medicine
  • Image analysis in drug discovery
  • Clinical trials, real-world evidence, and digital medicine
  • Beyond the patient: advanced techniques to help predict the fate and effects of phamaceuticals in the environment
  • Index.

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