UID:
almahu_9949982542102882
Umfang:
1 online resource
ISBN:
9780128204498
,
0128204494
Inhalt:
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.
Anmerkung:
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.
Weitere Ausg.:
ISBN 9780128200452
Weitere Ausg.:
ISBN 0128200456
Sprache:
Englisch
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