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Magnetic Resonance Imaging: Recording, Reconstruction and Assessment de V. Rajinikanth

Magnetic Resonance Imaging: Recording, Reconstruction and Assessment: Primers in Biomedical Imaging Devices and Systems

Autor V. Rajinikanth, Nilanjan Dey
en Limba Engleză Paperback – 17 feb 2022
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.


  • 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
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Specificații

ISBN-13: 9780128234013
ISBN-10: 0128234016
Pagini: 188
Ilustrații: Approx. 200 illustrations (200 in full color)
Dimensiuni: 191 x 235 x 19 mm
Greutate: 0.34 kg
Editura: ELSEVIER SCIENCE
Seria Primers in Biomedical Imaging Devices and Systems

Public țintă

This book series is useful to professional researchers in medical image processing, biomedical engineering, and physicians. This book series will attract numerous researchers working in the healthcare systems. The book is primarily intended for researchers from academia and industry, who are working in the research areas of: Biomedical engineering computer- aided detection and diagnosis, medical devices requirements, tele-medicine, and systems monitoring, Wearable Sensors Devices, Monitoring Systems Design, Healthcare Real Applications.Electrical and Electronics Engineering: sensors design, body area networking, monitoring systems design, commercial wearable devices, and design of medical imaging modalities.Communications Engineering: wireless communication systems, monitoring systems, and secure communication facilities. Computer Engineering: algorithms and simulation issues related to medical imaging system and CAD systems.

Cuprins

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