Mark Chang

Artificial Intelligence for Drug Development, Precision Medicine, and Healthcare

• Gebundenes Buch

Produktbeschreibung

Artificial Intelligence for Drug Development, Precision Medicine, and Healthcare covers exciting developments at the intersection of computer science and statistics.

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Produktdetails

• Verlag: Taylor & Francis Ltd (Sales)
• Seitenzahl: 372
• Erscheinungstermin: 5. Mai 2020
• Englisch
• Abmessung: 239mm x 160mm x 23mm
• Gewicht: 794g
• ISBN-13: 9780367362928
• ISBN-10: 0367362929
• Artikelnr.: 59512995

Autorenporträt

Mark Chang is the founder of AGInception. With 12 published books, he is an adjunct professor at Boston University, an elected Fellow of the American Statistical Association, and a cofounder of the International Society for Biopharmaceutical Statistics.

Inhaltsangabe

1. Overview of Modern Artificial Intelligence. 2. Classic Statistics and
Modern Machine Learning. 3. Similarity Principle- Fundamental Principle of
All Sciences. 4. Similarity-Principle-Based Artificial Intelligence. 5.
Artificial Neural Network. 6. Deep Learning Neural Network. 7. Kernel
Methods. 8. Decision Tree and Ensemble Methods. 9. Bayesian Learning
Approach. 10. Unsupervised Learning. 11. Reinforcement Learning. 12. Swarm
and Evolutionary Intelligence. 13. Applications of AI in Medical Science
and Drug Development. 14. Future Perspectives-Artificial General
Intelligence.