Magnetic Resonance Imaging: Recording, Reconstruction and Assessment gives a detailed overview of magnetic resonance imaging (MRI), along with its applications and challenges. The book explores the abnormalities in internal human organs using MRI techniques while also featuring case studies that illustrate measures used. In addition, it explores precautionary measures used during MRI based imaging, the selection of appropriate contrast agents, and the selection of the appropriate modality during the image registration. Sections introduce medical imaging, the use of MRI in brain, cardiac, lung and kidney detection, and also discuss both 2D and 3D imaging techniques and various MRI modalities.
This volume will be of interest to researchers, engineers and medical professionals involved in the development and use of MRI systems.
Les mer
1. Introduction to Image Assisted Disease Screening
2. Magnetic Resonance Imaging – Recording and Reconstruction
3. Image Processing Schemes to Enhance Disease Information in MRI Slices
4. Segmentation of Tumor in Breast MRI Using Entropy Thresholding and Mayfly-Algorithm: A Study
5. Abnormality Detection in Heart MRI with Spotted-Hyena-Algorithm Supported Kapur/Otsu Thresholding and Level-Set Segmentation
6. CNN based Segmentation of Brain Tumor from T2-Weighted MRI Slices
7. Automated Detection of Ischemic-Stroke with Brain MRI using Machine-Learning and Deep-Learning Features
Les mer
Covers a wide range of interdisciplinary areas, focusing on ubiquitous sensing and U-healthcare systems in real-world healthcare applications
Discusses challenges and issues faced, as well as safety precautions to be followed
Features case studies with benchmark MRIs existing in the literature
Introduces computer-based assessment (Machine Learning and Deep Learning) of the MRI based on its 2D slices
Les mer
Produktdetaljer
ISBN
9780128234013
Publisert
2022-02-17
Utgiver
Elsevier Science Publishing Co Inc
Vekt
410 gr
Høyde
235 mm
Bredde
191 mm
Aldersnivå
P, 06
Språk
Product language
Engelsk
Format
Product format
Heftet
Antall sider
188