The book provides an insight into the advantages and limitations of the use of fractals in biomedical data. It begins with a brief introduction to the concept of fractals and other associated measures and describes applications for biomedical signals and images. Properties of biological data in relations to fractals and entropy, and the association with health and ageing are also covered. The book provides a detailed description of new techniques on physiological signals and images based on the fractal and chaos theory.
The book provides an insight into the advantages and limitations of the use of fractals in biomedical data. It begins with a brief introduction to the concept of fractals and other associated measures and describes applications for biomedical signals and images. Properties of biological data in relations to fractals and entropy, and the association with health and ageing are also covered. The book provides a detailed description of new techniques on physiological signals and images based on the fractal and chaos theory.
Introduction. Physiology, Anatomy and Fractal Properties. Fractal analysis of human physiological signals. Fractal Dimension of biosignals. Fractals analysis of electrocardiogram. Fractals analysis of surface electromyogram. Fractals analysis of Electroencephalogram. Fractal analysis of biomedical images. Introduction to FD of medical images. FD of retinal vasculature. FD of mammograms. FD of skin legions. FD and human wellbeing (case studies). Case study 1: Age associated change of complexity. Case study 2: Health, well-being and Fractal properties
Introduction. Physiology, Anatomy and Fractal Properties. Fractal analysis of human physiological signals. Fractal Dimension of biosignals. Fractals analysis of electrocardiogram. Fractals analysis of surface electromyogram. Fractals analysis of Electroencephalogram. Fractal analysis of biomedical images. Introduction to FD of medical images. FD of retinal vasculature. FD of mammograms. FD of skin legions. FD and human wellbeing (case studies). Case study 1: Age associated change of complexity. Case study 2: Health, well-being and Fractal properties
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