ENGLISH

Explainable Machine Learning in Medicine

By Karol Przystalski , Rohit M. Thanki

Book information

Publisher
Springer Cham
Year
2024
ISBN
9783031448768, 9783031448775
Language
english
Format
PDF
Filesize
2 MB (2425753 bytes)
Pages
\92
Time added
2024-03-05 12:55:52

Description

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.

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