Biomedical Signals Based Computer-Aided Diagnosis for Neurological Disorders

Anglický jazyk

Biomedical Signals Based Computer-Aided Diagnosis for Neurological Disorders

Vydavateľstvo: Springer International Publishing
Rok vydania: 2022
Formát: Hardback
Rozmer: 241 x 160 mm
Jazyk: Anglický jazyk
ISBN: 9783030978440

Na objednávku, dodanie 2-4 týždne

145.19 €

bežná cena: 164.99 €

O knihe

Biomedical signals provide unprecedented insight into abnormal or anomalous neurological conditions. The computer-aided diagnosis (CAD) system plays a key role in detecting neurological abnormalities and improving diagnosis and treatment consistency in medicine. This book covers different aspects of biomedical signals-based systems used in the automatic detection/identification of neurological disorders. Several biomedical signals are introduced and analyzed, including electroencephalogram (EEG), electrocardiogram (ECG), heart rate (HR), magnetoencephalogram (MEG), and electromyogram (EMG). It explains the role of the CAD system in processing biomedical signals and the application to neurological disorder diagnosis. The book provides the basics of biomedical signal processing, optimization methods, and machine learning/deep learning techniques used in designing CAD systems for neurological disorders.