Singular Spectrum Analysis of Biomedical Signals

ISBN-13: 9780367377045 / Angielski / Miękka / 2019 / 260 str.

Saeid Sanei; Hossein Hassani

Opis

This book presents newly applied concepts for biomedical applications of singular spectrum analysis (SSA) and introduces a new mathematical and signal processing technique for the decomposition of widely available single channel biomedical data. It enhances current clinical knowledge and aids physicians in improving diagnosis, treatment and monitoring some clinical abnormalities, and also makes suggestions for future SSA research.

Spis treści

Introduction. Singular Spectrum Analysis. SSA Application to Sleep Scoring. Adaptive SSA and Its Application to Biomedical Source Separation. Applications to Biometric Identification and Recognition. Complex-Valued SSA for Detection of Event Related Potentials from EEG. SSA Change Point Detection and Eye Fundus Image Analysis. Prediction of Medical and Physiological Trends. SSA Application on Genetic Studies. Conclusions and Suggestions for Future Research.

O autorze

Saeid Sanei, University of Surrey, Guildford, UK

Hossein Hassani, Bournemouth University, Dorset, UK