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AI and Big Data in Cardiology: A Practical Guide (ePub eBook) 1st ed. 2023

eBook by Duchateau, Nicolas/King, Andrew P.

AI and Big Data in Cardiology: A Practical Guide (ePub eBook)

£49.99

ISBN:
9783031050718
Publication Date:
04 May 2023
Edition:
1st ed. 2023
Publisher:
Springer Nature
Imprint:
Springer
Pages:
216 pages
Format:
eBook
For delivery:
Download available
AI and Big Data in Cardiology: A Practical Guide (ePub eBook)

Description

This book provides a detailed technical overview of the use and applications of artificial intelligence (AI), machine learning and big data in cardiology. Recent technological advancements in these fields mean that there is significant gain to be had in applying these methodologies into day-to-day clinical practice. Chapters feature detailed technical reviews and highlight key current challenges and limitations, along with the available techniques to address them for each topic covered. Sample data sets are also included to provide hands-on tutorials for readers using Python-based Jupyter notebooks, and are based upon real-world examples to ensure the reader can develop their confidence in applying these techniques to solve everyday clinical problems.Artificial Intelligence and Big Data in Cardiology systematically describes and technically reviews the latest applications of AI and big data within cardiology. It is ideal for use by the trainee and practicing cardiologist andinformatician seeking an up-to-date resource on the topic with which to aid them in developing a thorough understanding of both basic concepts and recent advances in the field.

Contents

Introduction.- AI and Machine Learning: the Basics.- From Machine Learning to Deep Learning.- Measurement and Quantification.- Diagnosis.- Outcome Prediction.- Quality Control.- AI and Decision Support.- AI in the Real World.- Analysis of Non-imaging Data.- Conclusions.

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