Applied machine learning for healthcare and life sciences using AWS : transformational AI implementations for biotech, clinical, and healthcare organizations

"This book is specifically tailored toward technology decision-makers, data scientists, machine learning engineers, and anyone who works in the data engineering role in healthcare and life sciences organizations. Whether you want to apply machine learning to overcome common challenges in the he...

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Bibliographic Details
Main Author Ratan, Ujjwal (Author)
Format Electronic eBook
LanguageEnglish
Published Birmingham : Packt, 2022.
Edition1st edition
Subjects
Machine learning.
Artificial intelligence > Medical applications.
Cloud computing.
Web services.
Medical care > Computer simulation.
Life sciences > Computer simulation.
elektronické knihy
electronic books
Online AccessFull text
ISBN9781804619193
1804619191
1804610216
9781804610213
Physical Description1 online resource (xvi, 207 pages) : illustrations

Cover

Table of Contents:
  • Table of Contents Introducing Machine Learning and the AWS Machine Learning Stack Exploring Key AWS Machine Learning Services for Healthcare and Life Sciences Machine Learning for Patient Risk Stratification Using Machine Learning to Improve Operational Efficiency for Healthcare Providers Implementing Machine Learning for Healthcare Payors Implementing Machine Learning for Medical Devices and Radiology Images Applying Machine Learning to Genomics Applying Machine Learning to Molecular Data Applying Machine Learning to Clinical Trials and Pharmacovigilance Utilizing Machine Learning in the Pharmaceutical Supply Chain Understanding Common Industry Challenges and Solutions Understanding Current Industry Trends and Future Applications.

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