دورية أكاديمية

Volumetric T1 and T2 magnetic resonance brain toolkit for relaxometry mapping simulation

التفاصيل البيبلوغرافية
العنوان: Volumetric T1 and T2 magnetic resonance brain toolkit for relaxometry mapping simulation
المؤلفون: Senra Filho, Antonio Carlos da Silva
المصدر: Research on Biomedical Engineering. September 2016 32(3)
بيانات النشر: Sociedade Brasileira de Engenharia Biomédica, 2016.
سنة النشر: 2016
مصطلحات موضوعية: Relaxometry, Magnetic resonance imaging, Brain phantom, Simulation
الوصف: Introduction Relaxometry images are an important magnetic resonance imaging (MRI) technique in the clinical routine. Many diagnoses are based on the relaxometry maps to infer abnormal state in the tissue characteristic relaxation constant. In order to study the performance of these image processing approaches, a controlled simulated environment is necessary. However, a simulated relaxometry image tool is still lacking. This study proposes a computational anatomical brain phantom for MRI relaxometry images, which aims to offer an easy and flexible toolkit to test different image processing techniques, applied to MRI relaxometry maps in a controlled simulated environment. Methods A pipeline of image processing techniques such as brain extraction, image segmentation, normalization to a common space and signal relaxation decay simulation, were applied to a brain structural ICBM brain template, on both T1 and T2 weighted images, in order to simulate a volumetric brain relaxometry phantom. The FMRIB Software Library (FSL) toolkits were used here as the base image processing needed to all the relaxometry reconstruction. Results All the image processing procedures are performed using automatic algorithms. In addition, different artefact levels can be set from different sources such as Rician noise and radio-frequency inhomogeneity noises. Conclusion The main goal of this project is to help researchers in their future image processing analysis involving MRI relaxometry images, offering reliable and robust brain relaxometry simulation modelling. Furthermore, the entire pipeline is open-source, which provides a wide collaboration between researchers who may want to improve the software and its functionality.
نوع الوثيقة: article
وصف الملف: text/html
اللغة: English
تدمد: 2446-4740
DOI: 10.1590/2446-4740.00916
الوصول الحر: http://old.scielo.br/scielo.php?script=sci_arttext&pid=S2446-47402016000300301Test
حقوق: info:eu-repo/semantics/openAccess
رقم الانضمام: edssci.S2446.47402016000300301
قاعدة البيانات: SciELO
الوصف
تدمد:24464740
DOI:10.1590/2446-4740.00916