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Explainable Machine Learning in Medicine

Explainable Machine Learning in Medicine - Synthesis Lectures on Engineering, Science, and Technology

Paperback (15 Dec 2024)

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Publisher's Synopsis

This book covers a variety of advanced communications technologies that can be used to analyze medical data and can be used to diagnose diseases in clinic centers. The book is a primer of methods for medicine, providing an overview of explainable artificial intelligence (AI) techniques that can be applied in different medical challenges. The authors discuss how to select and apply the proper technology depending on the provided data and the analysis desired. Because a variety of data can be used in the medical field, the book explains how to deal with challenges connected with each type. A number of scenarios are introduced that can happen in real-time environments, with each pared with a type of machine learning that can be used to solve it.

Book information

ISBN: 9783031448799
Publisher: Springer International Publishing
Imprint: Springer
Pub date:
DEWEY: 610.285631
DEWEY edition: 23
Language: English
Number of pages: 82
Weight: -1g
Height: 240mm
Width: 168mm