Cross contrast multi-channel image registration using image synthesis for MR brain images
نویسندگان
چکیده
منابع مشابه
Distance transforms in multi channel MR image registration
Deformable registration techniques play vital roles in a variety of medical imaging tasks such as image fusion, segmentation, and post-operative surgery assessment. In recent years, mutual information has become one of the most widely used similarity metrics for medical image registration algorithms. Unfortunately, as a matching criteria, mutual information loses much of its effectiveness when ...
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Magnetic resonance (MR) is a noninvasive imaging modality that has been widely used to image the human brain. Many image processing algorithms, such as segmentation and registration, when applied to MR images, provide insights about brain tissues that are used to further the understanding of normal aging, as well as the detection and progression of diseases like Multiple Sclerosis and Alzheimer...
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1Graduate School of Engineering, Chiba University, Chiba 263-8522, Japan 2Department of Medical System Engineering, Chiba University, Chiba 263-8522, Japan 3Center for Frontier Medical Engineering, Chiba University, Chiba 263-8522, Japan 4Massachusetts General Hospital, Boston, MA 02114, USA 5New York University Langone Medical Center, New York, NY 10016, USA 6Massachusetts General Hospital Pat...
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Background: Medical image interpolation is recently introduced as a helpful tool to obtain further information via initial available images taken by tomography systems. To do this, deformable image registration algorithms are mainly utilized to perform image interpolation using tomography images.Materials and Methods: In this work, 4DCT thoracic images of five real patients provided by DI...
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ژورنال
عنوان ژورنال: Medical Image Analysis
سال: 2017
ISSN: 1361-8415
DOI: 10.1016/j.media.2016.10.005