The Era of Artificial Intelligence, Machine Learning, and Data Science in the Pharmaceutical Industry

Herausgeber: Ashenden, Stephanie K

• Broschiertes Buch

Produktbeschreibung

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 and industries, including the pharmaceutical industry. In an environment where producing a single approved drug costs millions and takes many years of rigorous testing prior to its approval, reducing costs and time is of high interest. This book follows the journey that a drug company takes when producing a therapeutic, from the very beginning to ultimately benefitting a patient's life. This comprehensive resource will be useful to those working in the pharmaceutical industry, but will also be of interest to anyone doing research in chemical biology, computational chemistry, medicinal chemistry and bioinformatics.

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Produktdetails

• Verlag: Elsevier Science Publishing Co Inc
• Seitenzahl: 264
• Erscheinungstermin: 28. April 2021
• Englisch
• Abmessung: 231mm x 190mm x 14mm
• Gewicht: 584g
• ISBN-13: 9780128200452
• ISBN-10: 0128200456
• Artikelnr.: 59759228

Inhaltsangabe

1. Introduction Drug Discovery 2. Intro to ML 3. Data Types 4. Target ID
and Val 5. Hit Discovery 6. Lead Optimisation 7. Evaluating Safety and
Toxicity 8. Precision Medicine and Finding the 'right patient': Date-driven
Identification of Disease Subtypes 9. Image Analysis in Drug Discovery 10.
Clinical Trials, Real World Evidence and Digital Medicine 11. To and From
the Patient