Soft Computing for Biomedical Applications and Related Topics

Nguyen Hoang Phuong

ISBN 10: 3030495353 / ISBN 13: 9783030495350

Verlag: Springer International Publishing, 2020

Beschreibung

Druck auf Anfrage Neuware - Printed after ordering - This book presents innovative intelligent techniques, with an emphasis on their biomedical applications. Although many medical doctors are willing to share their knowledge - e.g. by incorporating it in computer-based advisory systems that can benefit other doctors - this knowledge is often expressed using imprecise (fuzzy) words from natural language such as 'small,' which are difficult for computers to process. Accordingly, we need fuzzy techniques to handle such words. It is also desirable to extract general recommendations from the records of medical doctors' decisions - by using machine learning techniques such as neural networks. The book describes state-of-the-art fuzzy, neural, and other techniques, especially those that are now being used, or potentially could be used, in biomedical applications. Accordingly, it will benefit all researchers and students interested in the latest developments, as well as practitioners who want to learn about new techniques.

Bestandsnummer des Verkäufers 9783030495350

Bibliografische Details

• Titel: Soft Computing for Biomedical Applications and Related Topics
• Verlag: Springer International Publishing
• Veröffentlichungsdatum: 2020
• Sprache: Englisch
• ISBN-10: 3030495353
• ISBN-13: 9783030495350
• Bindung: Buch
• Zustand: Neu

Über diesen Titel

Inhaltsangabe

This book presents innovative intelligent techniques, with an emphasis on their biomedical applications. Although many medical doctors are willing to share their knowledge - e.g. by incorporating it in computer-based advisory systems that can benefit other doctors - this knowledge is often expressed using imprecise (fuzzy) words from natural language such as "small," which are difficult for computers to process. Accordingly, we need fuzzy techniques to handle such words. It is also desirable to extract general recommendations from the records of medical doctors' decisions - by using machine learning techniques such as neural networks. The book describes state-of-the-art fuzzy, neural, and other techniques, especially those that are now being used, or potentially could be used, in biomedical applications. Accordingly, it will benefit all researchers and students interested in the latest developments, as well as practitioners who want to learn about new techniques.