Hossain / Kose / Gupta

Explainable Machine Learning for Multimedia Based Healthcare Applications

Springer

ISBN 978-3-031-38038-9

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Bibliografische Daten

Fachbuch

Buch. Softcover

2024

In englischer Sprache

Umfang: xiv, 233 S.

Format (B x L): 15,5 x 23,5 cm

Verlag: Springer

ISBN: 978-3-031-38038-9

Produktbeschreibung

This book covers the latest research studies regarding Explainable Machine Learning used in multimedia-based healthcare applications. In this context, the content includes not only introductions for applied research efforts but also theoretical touches and discussions targeting open problems as well as future insights. In detail, a comprehensive topic coverage is ensured by focusing on remarkable healthcare problems solved with Artificial Intelligence. Because today’s conditions in medical data processing are often associated with multimedia, the book considers research studies with especially multimedia data processing.

Autorinnen und Autoren

Kundeninformationen

The book gives a very recent view on multimedia healthcare data and use of Explainable Machine Learning (XAI) The book provides both essential knowledge and technical details for understanding the target topic scope The book targets several important healthcare topics such as image-based diagnosis, COVID19, and drug discovery

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