You're reading from Applied Machine Learning for Healthcare and Life Sciences using AWS Transformational AI implementations for biotech, clinical, and healthcare organizations

Product type Paperback

Published in Nov 2022

Publisher Packt

ISBN-13 9781804610213

Length 224 pages

Edition 1st Edition

Tools

AWS

Concepts

Machine Learning

Author (1):

Ujjwal Ratan

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Table of Contents (19) Chapters

Preface

1. Part 1: Introduction to Machine Learning on AWS

2. Chapter 1: Introducing Machine Learning and the AWS Machine Learning Stack FREE CHAPTER

3. Chapter 2: Exploring Key AWS Machine Learning Services for Healthcare and Life Sciences

4. Part 2: Machine Learning Applications in the Healthcare Industry

5. Chapter 3: Machine Learning for Patient Risk Stratification

6. Chapter 4: Using Machine Learning to Improve Operational Efficiency for Healthcare Providers

7. Chapter 5: Implementing Machine Learning for Healthcare Payors

8. Chapter 6: Implementing Machine Learning for Medical Devices and Radiology Images

9. Part 3: Machine Learning Applications in the Life Sciences Industry

10. Chapter 7: Applying Machine Learning to Genomics

11. Chapter 8: Applying Machine Learning to Molecular Data

12. Chapter 9: Applying Machine Learning to Clinical Trials and Pharmacovigilance

13. Chapter 10: Utilizing Machine Learning in the Pharmaceutical Supply Chain

14. Part 4: Challenges and the Future of AI in Healthcare and Life Sciences

15. Chapter 11: Understanding Common Industry Challenges and Solutions

16. Chapter 12: Understanding Current Industry Trends and Future Applications

17. Index

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Part 3: Machine Learning Applications in the Life Sciences Industry

The following chapters will explore use cases for machine learning in life sciences, including how we can work with genes, molecules, and trial data:

Chapter 7, Applying Machine Learning to Genomics
Chapter 8, Applying Machine Learning to Molecular Data
Chapter 9, Applying Machine Learning to Clinical Trials and Pharmacovigilance
Chapter 10, Utilizing Machine Learning in the Pharmaceutical Supply Chain

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You're reading from Applied Machine Learning for Healthcare and Life Sciences using AWS Transformational AI implementations for biotech, clinical, and healthcare organizations

Table of Contents (19) Chapters

Part 3: Machine Learning Applications in the Life Sciences Industry

Authors (1)

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You're reading from Applied Machine Learning for Healthcare and Life Sciences using AWS Transformational AI implementations for biotech, clinical, and healthcare organizations

Table of Contents (19) Chapters

Part 3: Machine Learning Applications in the Life Sciences Industry

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