Artificial Intelligence: A tool for effective diagnostics - Softcover

Softcover

ISBN 10: 075035965X ISBN 13: 9780750359658

Verlag: IOP Publishing, 2024

Inhaltsangabe

The book explores the application of artificial intelligence across various human-machine interfaces, addressing areas such as human attention, emotions, seizures, Alzheimer's disease, focal and non-focal disorders, electrocardiogram rhythms, abnormal heartbeats, and leukemia. It provides a thorough examination of techniques for analyzing and processing both physiological and physical signals, as well as smear blood images. Physiological signals discussed include electroencephalograms (EEG), electrocardiograms (ECG), and electronic health records (EHR), while physical signals encompass human speech. Serving as a comprehensive guide, the book delves into advanced signal processing techniques and the use of machine learning and deep learning for automated signal pre-processing and classification.

Key Features

• Comprehensive review of the latest trends in physiological healthcare analytics for disease diagnostics

• In-depth analysis of healthcare and major clinical applications using state-of-the-art AI techniques

• Application of advanced and adaptive signal analysis methods for improved diagnostics

• Integration of AI and transfer learning applications in healthcare

• Contributions from highly cited researchers in their respective fields

• Chapter content includes summaries, objectives, outcomes, worked examples, and multimedia

• Extensive references are provided at the end of each chapter to support further research and study

Details zur Ausgabe

• Verlag: IOP Publishing
• Erscheinungsdatum: 2024
• Sprache: Englisch
• ISBN 10: 075035965X
• ISBN 13: 9780750359658
• Einband: Taschenbuch
• Anzahl der Seiten: 340
• Herausgeber: Khare Smith K., Taran Sachin, Jamthikar Ankush D.
• Kontakt zum Hersteller: Nicht verfügbar
• Verantwortliche Person: GPSR Kontakt; gpsr@libri.de; ; Friedensallee 273; Hamburg; 22763; Deutschland