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American Journal of Oral Medicine and Radiology

Volume 11, Issue 1, 2024
Mcmed International
American Journal of Oral Medicine and Radiology
Issn
XXX-XXXX (Print), 2394 - 7721 (Online)
Frequency
bi-annual
Email
editorajomr@mcmed.us
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Abstract
Title
A INFORMATION FUSION BETWEEN PHYSIOLOGY AND ANATOMY APPROACH TO RESTORING IMAGES OBTAINED WITH SPECT-MRI
Author
Dr. Prakash kulithungan1*, Dr. Revanth V
Email
Prakash@gmail.com
keyword
MRI, SPECT-MRI, NAS-RIF, Metz filter-based guided restoration
Abstract
Image restoration in image processing is often Because of its ill-posedness to the lack of specific solutions. An image's quality is significantly affected by the limitations imposed by the solution's characteristics. In this study, To enhance the restoration of NAS-RIF, we propose an extension with use in SPECT medical imaging based on data fusion. In the NASRIF approach, the restoration process can be restricted by adding a regularisation term that stabilises the inverse solution. In anatomical restoration techniques (MRI), high resolution data can limit the restoration process. A structural anatomy-based regularisation term is created by unsupervised Markovian segmentation based on the volume of Data collected by patients through MRI and SPECT. As part of the evaluation, thirty pairs of MRIs and SPECTs were acquired were performed on various individuals and phantoms from Hoffman and Jaszczak. The signal-to-noise ratio is the number of signals per unit of noise, the method outperforms a traditional Metz filter-based guided restoration strategy
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