Drx Nitin Yadav

AI-Driven Drug Discovery: Developing Medicines in Days, Not Years (eBook, ePUB)

• Format: ePub

Produktbeschreibung

Book Description: AI-Driven Drug Discovery: Transforming Medicine with AI and Quantum Computing

In the rapidly evolving landscape of pharmaceutical research, AI-Driven Drug Discovery: Transforming Medicine with AI and Quantum Computing explores how Artificial Intelligence (AI) and Quantum Computing are revolutionizing the development of new drugs. Traditionally, drug discovery has been a lengthy, expensive, and complex process, often taking over a decade and billions of dollars to bring a single drug to market. However, with AI-driven automation and computational advancements, scientists can now identify drug candidates, optimize clinical trials, and personalize treatments at an unprecedented speed.

This comprehensive book delves into the fusion of AI and pharmaceuticals, detailing how machine learning, deep learning, and neural networks are being used to predict molecular interactions, design new drug compounds, and analyze vast biomedical datasets with remarkable accuracy. It also highlights the role of Quantum Computing, a groundbreaking technology that allows for advanced molecular simulations, providing deeper insights into drug behavior and interactions at the atomic level.

Readers will gain a thorough understanding of: ✔ How AI is transforming drug discovery from automated drug screening to predictive analytics in clinical trials. ✔ Quantum Computing's role in pharmaceuticals how it enables faster, more efficient drug design by processing enormous datasets with unparalleled precision. ✔ Blockchain and AI integration in drug development ensuring data security, transparency, and compliance in pharmaceutical supply chains and clinical trials. ✔ Personalized medicine and AI tailoring treatments to individual genetic profiles for maximum efficacy. ✔ Real-world case studies showcasing how AI-driven research has accelerated drug discovery for diseases like cancer, Alzheimer's, and infectious diseases. ✔ Challenges and ethical considerations addressing AI biases, data privacy concerns, regulatory hurdles, and global accessibility.

This book also includes an Appendix featuring essential AI tools used in drug discovery, a Glossary of key terms, and a comprehensive list of regulatory bodies overseeing AI-driven pharmaceutical advancements. Additionally, readers will find a well-researched References section containing key publications, journals, and studies that provide deeper insights into AI's role in modern drug development.

Who Should Read This Book?

This book is an essential resource for: ✔ Pharmaceutical researchers and biotech professionals looking to integrate AI into drug development. ✔ Healthcare innovators exploring the applications of AI and Quantum Computing in medicine. ✔ Data scientists and AI engineers interested in the intersection of machine learning and drug discovery. ✔ Regulatory and compliance experts working on AI-driven drug approvals and policy frameworks. ✔ Students and educators in pharmaceutical sciences, bioinformatics, and AI research.

With the rapid advancements in AI and computational power, AI-Driven Drug Discovery serves as a crucial guide to understanding how these technologies are reshaping medicine and leading us toward a future where life-saving drugs are developed faster, safer, and more cost-effectively.

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Produktdetails

• Verlag: Drx Nitin Yadav
• Erscheinungstermin: 24. Februar 2025
• Englisch
• ISBN-13: 9798230996811
• Artikelnr.: 73462634