Description
Book SynopsisBased on hospital clinical trials examining the use of signal and image processing techniques, Surface Imaging for Biomedical Applications bridges the gap between engineers and clinicians. This text offers a thorough analysis of biomedical surface imaging to medical practitioners as it relates to the diagnosis, detection, and monitoring of skin conditions and disease. Written from an engineer's perspective, the book discusses image acquisition methods, image processing, and pattern recognition techniques. It focuses on a variety of techniques used in recent years for image processing and pattern recognition (principal component analysis, independent component analysis, singular value decomposition, texture modeling, inverse model analysis, polynomial surface fitting, and classification techniques), and considers interventional and non-invasive procedures used to diagnose skin-related disease.
It examines the biological causation of four skin disorders (psoria
Table of Contents
Skin Surface Roughness Measurement for Assessing Scaliness of Psoriasis Lesions. Determination of Lesion Color for Clustering Psoriasis Erythema. Body Surface Area Measurement for Lesion Area Assessment. Skin Lesion Thickness Assessment. Analysis of Skin Pigmentation. Quantitative Assessment of Ulcer Wound Volume. Grading of Acne Vulgaris Lesions.
