In Silico Dreams How Artificial Intelligence and Biotechnology Will Create the Medicines of the Future 1st Edition by Brian S Hilbush 9781119745631 1119745632
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In Silico Dreams How Artificial Intelligence and Biotechnology Will Create the Medicines of the Future 1st Edition Brian S Hilbush – Ebook PDF Instant Download/Delivery, ISBN: 9781119745631, 1119745632
Product details:
- ISBN 10: 1119745632
- ISBN 13:9781119745631
- Author: Brian S Hilbush
In Silico Dreams
How Artificial Intelligence and Biotechnology Will Create the Medicines of the Future
Learn how AI and data science are upending the worlds of biology and medicine
In Silico Dreams: How Artificial Intelligence and Biotechnology Will Create the Medicines of the Future delivers an illuminating and fresh perspective on the convergence of two powerful technologies: AI and biotech. Accomplished genomics expert, executive, and author Brian Hilbush offers readers a brilliant exploration of the most current work of pioneering tech giants and biotechnology startups who have already started disrupting healthcare. The book provides an in-depth understanding of the sources of innovation that are driving the shift in the pharmaceutical industry away from serendipitous therapeutic discovery and toward engineered medicines and curative therapies.
In this fascinating book, you’ll discover:
- An overview of the rise of data science methods and the paradigm shift in biology that led to the in silico revolution
- An outline of the fundamental breakthroughs in AI and deep learning and their applications across medicine
- A compelling argument for the notion that AI and biotechnology tools will rapidly accelerate the development of therapeutics
- A summary of innovative breakthroughs in biotechnology with a focus on gene editing and cell reprogramming technologies for therapeutic development
- A guide to the startup landscape in AI in medicine, revealing where investments are poised to shape the innovation base for the pharmaceutical industry
Perfect for anyone with an interest in scientific topics and technology, In Silico Dreams also belongs on the bookshelves of decision-makers in a wide range of industries, including healthcare, technology, venture capital, and government.
Table contents:
CHAPTER 1: The Information Revolution’s Impact on Biology
A Biological Data Avalanche at Warp Speed
Biology’s Paradigm Shift Enables In Silico Biology
Sequencing the Human Genome
Computational Biology in the Twenty-First Century
Omics Technologies and Systems Biology
Notes
CHAPTER 2: A New Era of Artificial Intelligence
AI Steps Out of the Bronx
From Neurons and Cats Brains to Neural Networks
Machine Learning and the Deep Learning Breakthrough
Limitations on Artificial Intelligence
Notes
Recommended Reading
CHAPTER 3: The Long Road to New Medicines
Medicine’s Origins: The Role of Opium Since the Stone Age
Industrial Manufacturing of Medicines
Paul Ehrlich and the Birth of Chemotherapeutic Drug Discovery
The Pharmaceutical Industry: Drugs and War—New Medicines in the Twentieth Century
The Pharmaceutical Business Model in the Twenty-First Century
Notes
Recommended Reading
CHAPTER 4: Gene Editing and the New Tools of Biotechnology
Molecular Biology and Biological Information Flow
Manipulating Gene Information with Recombinant DNA Technology
Genetics, Gene Discovery, and Drugs for Rare Human Diseases
Second-Generation Biotechnology Tools: CRISPR- Cas9 and Genome Editing Technologies
Human Genome Editing and Clinical Trials
Biotechnology to the Rescue: Vaccine Development Platforms Based on Messenger RNA
Recommended Reading
Notes
CHAPTER 5: Healthcare and the Entrance of the Technology Titans
Digital Health and the New Healthcare Investment Arena
Assessing the Tech Titans as Disruptors in Healthcare
Echoes of the Final Frontier
Notes
CHAPTER 6: AI-Based Algorithms in Biology and Medicine
Recognizing the Faces of Cancer
AI for Diseases of the Nervous System: Seeing and Changing the Brain
Notes
CHAPTER 7: AI in Drug Discovery and Development
A Brief Survey of In Silico Methods in Drug Discovery
AI Brings a New Toolset for Computational Drug Design
A New Base of Innovation for the Pharmaceutical Industry
Summary
Notes
CHAPTER 8: Biotechnology, AI, and Medicine’s Future
Building Tools to Decipher Molecular Structures and Biological Systems
Neuroscience and AI: Modeling Brain and Behavior
Engineering Medicines with Biotechnology and AI
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