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: eBook
Language: English
Published: Birmingham : Packt, 2022.
Edition: 1st edition
Subjects:
Machine learning.
Artificial intelligence > Medical applications.
Cloud computing.
Web services.
Medical care > Computer simulation.
Life sciences > Computer simulation.
elektronické knihy
electronic books
ISBN: 9781804619193
1804619191
1804610216
9781804610213
Physical Description: 1 online resource (xvi, 207 pages) : illustrations

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Table of contents

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100 1 |a Ratan, Ujjwal,  |e author. 
245 1 0 |a Applied machine learning for healthcare and life sciences using AWS :  |b transformational AI implementations for biotech, clinical, and healthcare organizations /  |c Ujjwal Ratan. 
250 |a 1st edition 
264 1 |a Birmingham :  |b Packt,  |c 2022. 
264 4 |c ©2022 
300 |a 1 online resource (xvi, 207 pages) :  |b illustrations 
336 |a text  |b txt  |2 rdacontent 
337 |a computer  |b c  |2 rdamedia 
338 |a online resource  |b cr  |2 rdacarrier 
500 |a Includes index. 
506 |a Plný text je dostupný pouze z IP adres počítačů Univerzity Tomáše Bati ve Zlíně nebo vzdáleným přístupem pro zaměstnance a studenty 
520 |a "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 healthcare and life science industry or are looking to understand the broader industry AI trends and landscape, this book is for you. This book is filled with hands-on examples for you to try as you learn about new AWS AI concepts."--Provided by publisher 
505 0 |a 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. 
590 |a Knovel  |b Knovel (All titles) 
650 0 |a Machine learning. 
650 0 |a Artificial intelligence  |x Medical applications. 
650 0 |a Cloud computing. 
650 0 |a Web services. 
650 0 |a Medical care  |x Computer simulation. 
650 0 |a Life sciences  |x Computer simulation. 
655 7 |a elektronické knihy  |7 fd186907  |2 czenas 
655 9 |a electronic books  |2 eczenas 
776 0 8 |i Print version:  |z 1804610216  |z 9781804610213  |w (OCoLC)1337925766 
856 4 0 |u https://proxy.k.utb.cz/login?url=https://app.knovel.com/hotlink/toc/id:kpAMLHLSU9/applied-machine-learning?kpromoter=marc  |y Full text 

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