Biomedical Signal and Image Processing
Zhou, Yongxia
Biomedical Signal and Image Processing - IntechOpen 2021 - 1 electronic resource (122 p.)
Open Access
This book examines the principles and applications of biomedical imaging and signals processing as well as the advances of multimodal imaging and multi-feature quantification for disease diagnosis and treatments in ophthalmology, stroke, chemotherapy, and neurology. Chapters cover such topics as image segmentation and registration, feature selection for classification, micro-texture characterization, simulation of tissue deformation, and high-level statistical analyses. The chapters also discuss different imaging modalities including MRI and EEG, confocal microscopy, and molecular imaging for improving the accuracy of disease detection via higher spatiotemporal resolution and better illustration. Overall, the book provides a comprehensive review of biomedical imaging and signal processing, informing readers with current and insightful knowledge in these fields.
Creative Commons
English
intechopen.87771 9781839684456 9781839684449 9781839684463
10.5772/intechopen.87771 doi
Medical imaging
Biomedical Signal and Image Processing - IntechOpen 2021 - 1 electronic resource (122 p.)
Open Access
This book examines the principles and applications of biomedical imaging and signals processing as well as the advances of multimodal imaging and multi-feature quantification for disease diagnosis and treatments in ophthalmology, stroke, chemotherapy, and neurology. Chapters cover such topics as image segmentation and registration, feature selection for classification, micro-texture characterization, simulation of tissue deformation, and high-level statistical analyses. The chapters also discuss different imaging modalities including MRI and EEG, confocal microscopy, and molecular imaging for improving the accuracy of disease detection via higher spatiotemporal resolution and better illustration. Overall, the book provides a comprehensive review of biomedical imaging and signal processing, informing readers with current and insightful knowledge in these fields.
Creative Commons
English
intechopen.87771 9781839684456 9781839684449 9781839684463
10.5772/intechopen.87771 doi
Medical imaging