With the advances in image guided surgery for cancer treatment, the role of image segmentation and registration has become very critical. The central engine of any image guided surgery product is its ability to quantify the organ or segment the organ whether it is a magnetic resonance imaging (MRI) and computed tomography (CT), X-ray, PET, SPECT, Ultrasound, and Molecular imaging modality. Sophisticated segmentation algorithms can help the physicians delineate better the anatomical structures present in the input images, enhance the accuracy of medical diagnosis and facilitate the best treatment planning system designs. The focus of this book in towards the state of the art techniques in the area of image segmentation and registration.
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With the advances in image guided surgery for cancer treatment, the role of image segmentation and registration has become very critical.
Integrating Shape and Texture in 3D Deformable Models: From Metamorphs to Active Volume Models.- Deformable Model-based Medical Image Segmentation.- Anisotropic Scale Selection, Robust Gaussian Fitting, and Pulmonary Nodule Segmentation in Chest CT Scans.- Computerized Segmentation of Organs by Means of Geodesic Active-Contour Level-Set Algorithm.- Segmentation of Skin Cancer Using External Force Filtering Snake Based on Wavelet Diffusion.- Density and Attachment Agnostic CT pulmonary Nodule Segmentation with Competition-diffusion and New Morphological Operators.- Accurate Modeling of Marginal Signal Distributions In 2d/3d Images.- Automated Ocular Localization in Thermographic Sequences of Contact Lens Wearer.- State-of-the-Art Medical Images Registration Methodologies: A Survey.- Registered 3D Tagged MRI and Ultrasound Myocardial Elastography: Quantitative Strain Comparison.- Unsupervised Change Detection in Multitemporal Images of the Human Retina.- Digital Topology in Brain Image Segmentation and Registration.- Computer-Based Identification of Diabetic Maculopathy Stages Using Fundus Images.
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With the advances in image guided surgery for cancer treatment, the role of image segmentation and registration has become very critical. The central engine of any image guided surgery product is its ability to quantify the organ or segment the organ whether it is a magnetic resonance imaging (MRI) and computed tomography (CT), X-ray, PET, SPECT, Ultrasound, and Molecular imaging modality. Sophisticated segmentation algorithms can help the physicians delineate better the anatomical structures present in the input images, enhance the accuracy of medical diagnosis and facilitate the best treatment planning system designs. The focus of this book in towards the state of the art techniques in the area of image segmentation and registration.
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3D Deformable models for medical imaging segmentation Covers skin, lung, brain and retinal cancers Ultrasound and MRI image registration Advanced techniques in brain segmentation and registration Includes supplementary material: sn.pub/extras
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Produktdetaljer
ISBN
9781441981943
Publisert
2011-05-19
Utgiver
Vendor
Springer-Verlag New York Inc.
Høyde
235 mm
Bredde
155 mm
Aldersnivå
Professional/practitioner, P, 06
Språk
Product language
Engelsk
Format
Product format
Innbundet