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

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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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Bibliographic Details
Call Number:Libro Electrónico
Other Authors: Ashenden, Stephanie Kay
Format: Electronic eBook
Language:Inglés
Published: London : Academic Press, 2021.
Subjects:
Drug development > Data processing.
Artificial intelligence.
Pharmaceutical industry > Data processing.
Artificial Intelligence
Médicaments > Développement > Informatique.
Intelligence artificielle.
Industrie pharmaceutique > Informatique.
artificial intelligence.
Artificial intelligence
Pharmaceutical industry > Data processing
Online Access:Texto completo (Requiere registro previo con correo institucional)
Table of Contents:
  • 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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