Cargando…

Improving Chest Monitoring through Magnetic Resonance Angiogram Image Contrast Enhancement

Magnetic resonance angiography is a medical procedure used to offer an image of the blood vessels and organs of the body. Given the worldwide spread of cardiovascular diseases, more and more resources are invested in treating them. One of the most modern treatments involves the acquisition of images...

Descripción completa

Detalles Bibliográficos
Autores principales: Arvinti, Beatrice, Isar, Alexandru
Formato: Online Artículo Texto
Lenguaje:English
Publicado: MDPI 2023
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10672579/
https://www.ncbi.nlm.nih.gov/pubmed/38004300
http://dx.doi.org/10.3390/life13112160
_version_ 1785140424404369408
author Arvinti, Beatrice
Isar, Alexandru
author_facet Arvinti, Beatrice
Isar, Alexandru
author_sort Arvinti, Beatrice
collection PubMed
description Magnetic resonance angiography is a medical procedure used to offer an image of the blood vessels and organs of the body. Given the worldwide spread of cardiovascular diseases, more and more resources are invested in treating them. One of the most modern treatments involves the acquisition of images of the heart. Sometimes the contrast of these images is not satisfactory. Injecting invasive enhancement substances to obtain a better view of the cardiac route is not advisable. However, software algorithms can solve the problem. This study proposes and tests a local adaptive contrast-adjustment algorithm using the dual-tree complex wavelet transform. The method has been tested with medical data from a public database to allow comparisons to other methods. The selected algorithm further improved the contrast of images. The performances are given for evaluation, both visually (to help doctors make accurate diagnoses) and in parametric form (to show engineers which parts of the algorithm might need improvement). Compared to other contrast enhancement methods, the proposed wavelet algorithm shows good results and greater stability. Thus, we aim to avoid future pointless complications due to unnecessary contrast substances.
format Online
Article
Text
id pubmed-10672579
institution National Center for Biotechnology Information
language English
publishDate 2023
publisher MDPI
record_format MEDLINE/PubMed
spelling pubmed-106725792023-11-03 Improving Chest Monitoring through Magnetic Resonance Angiogram Image Contrast Enhancement Arvinti, Beatrice Isar, Alexandru Life (Basel) Article Magnetic resonance angiography is a medical procedure used to offer an image of the blood vessels and organs of the body. Given the worldwide spread of cardiovascular diseases, more and more resources are invested in treating them. One of the most modern treatments involves the acquisition of images of the heart. Sometimes the contrast of these images is not satisfactory. Injecting invasive enhancement substances to obtain a better view of the cardiac route is not advisable. However, software algorithms can solve the problem. This study proposes and tests a local adaptive contrast-adjustment algorithm using the dual-tree complex wavelet transform. The method has been tested with medical data from a public database to allow comparisons to other methods. The selected algorithm further improved the contrast of images. The performances are given for evaluation, both visually (to help doctors make accurate diagnoses) and in parametric form (to show engineers which parts of the algorithm might need improvement). Compared to other contrast enhancement methods, the proposed wavelet algorithm shows good results and greater stability. Thus, we aim to avoid future pointless complications due to unnecessary contrast substances. MDPI 2023-11-03 /pmc/articles/PMC10672579/ /pubmed/38004300 http://dx.doi.org/10.3390/life13112160 Text en © 2023 by the authors. https://creativecommons.org/licenses/by/4.0/Licensee MDPI, Basel, Switzerland. This article is an open access article distributed under the terms and conditions of the Creative Commons Attribution (CC BY) license (https://creativecommons.org/licenses/by/4.0/).
spellingShingle Article
Arvinti, Beatrice
Isar, Alexandru
Improving Chest Monitoring through Magnetic Resonance Angiogram Image Contrast Enhancement
title Improving Chest Monitoring through Magnetic Resonance Angiogram Image Contrast Enhancement
title_full Improving Chest Monitoring through Magnetic Resonance Angiogram Image Contrast Enhancement
title_fullStr Improving Chest Monitoring through Magnetic Resonance Angiogram Image Contrast Enhancement
title_full_unstemmed Improving Chest Monitoring through Magnetic Resonance Angiogram Image Contrast Enhancement
title_short Improving Chest Monitoring through Magnetic Resonance Angiogram Image Contrast Enhancement
title_sort improving chest monitoring through magnetic resonance angiogram image contrast enhancement
topic Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10672579/
https://www.ncbi.nlm.nih.gov/pubmed/38004300
http://dx.doi.org/10.3390/life13112160
work_keys_str_mv AT arvintibeatrice improvingchestmonitoringthroughmagneticresonanceangiogramimagecontrastenhancement
AT isaralexandru improvingchestmonitoringthroughmagneticresonanceangiogramimagecontrastenhancement