An Improved Method of Automated Noise Measurement System in CT Images.

Algorithms Automated Noise Calculation Computed Tomography Image Processing, Computer-Assisted Image Quality Ionizing Radiation X-Rays

Journal

Journal of biomedical physics & engineering
ISSN: 2251-7200
Titre abrégé: J Biomed Phys Eng
Pays: Iran
ID NLM: 101589641

Informations de publication

Date de publication:
Apr 2021
Historique:
received: 10 06 2019
accepted: 04 08 2019
entrez: 3 5 2021
pubmed: 4 5 2021
medline: 4 5 2021
Statut: epublish

Résumé

It is necessary to have an automated noise measurement system working accurately to optimize dose in computerized tomography (CT) examinations. This study aims to develop an algorithm to automate noise measurement that can be implemented in CT images of all body regions. In this retrospective study, our automated noise measurement method consists of three steps as follows: the first is segmenting the image of the patient. The second is developing a standard deviation (SD) map by calculating the SD value for each pixel with a sliding window operation. The third step is estimating the noise as the smallest SD from the SD map. The proposed method was applied to the images of a homogenous phantom and a full body adult anthropomorphic phantom, and retrospectively applied to 27 abdominal images of patients. For a homogeneous phantom, the noises calculated using our proposed and previous algorithms have a linear correlation with R An automated noise calculation has been proposed and successfully implemented in all body regions. It is not only accurate and easy to implement but also not influenced by the subjectivity of user.

Sections du résumé

BACKGROUND BACKGROUND
It is necessary to have an automated noise measurement system working accurately to optimize dose in computerized tomography (CT) examinations.
OBJECTIVE OBJECTIVE
This study aims to develop an algorithm to automate noise measurement that can be implemented in CT images of all body regions.
MATERIALS AND METHODS METHODS
In this retrospective study, our automated noise measurement method consists of three steps as follows: the first is segmenting the image of the patient. The second is developing a standard deviation (SD) map by calculating the SD value for each pixel with a sliding window operation. The third step is estimating the noise as the smallest SD from the SD map. The proposed method was applied to the images of a homogenous phantom and a full body adult anthropomorphic phantom, and retrospectively applied to 27 abdominal images of patients.
RESULTS RESULTS
For a homogeneous phantom, the noises calculated using our proposed and previous algorithms have a linear correlation with R
CONCLUSION CONCLUSIONS
An automated noise calculation has been proposed and successfully implemented in all body regions. It is not only accurate and easy to implement but also not influenced by the subjectivity of user.

Identifiants

pubmed: 33937124
doi: 10.31661/jbpe.v0i0.1198
pii: JBPE-11-2
pmc: PMC8064134
doi:

Types de publication

Journal Article

Langues

eng

Pagination

163-174

Informations de copyright

Copyright: © Journal of Biomedical Physics and Engineering.

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Auteurs

Choirul Anam (C)

PhD, Department of Physics, Faculty of Sciences and Mathematics, Diponegoro University, Jl. Prof. Soedarto SH, Tembalang, Semarang 50275, Central Java, Indonesia.

Idam Arif (I)

PhD, Department of Physics, Faculty of Mathematics and Natural Sciences, Bandung Institute of Technology, Ganesha 10, Bandung 40132, West Java, Indonesia.

Freddy Haryanto (F)

PhD, Department of Physics, Faculty of Mathematics and Natural Sciences, Bandung Institute of Technology, Ganesha 10, Bandung 40132, West Java, Indonesia.

Fauzia P Lestari (FP)

MSc, Department of Physics, Faculty of Mathematics and Natural Sciences, Bandung Institute of Technology, Ganesha 10, Bandung 40132, West Java, Indonesia.

Rena Widita (R)

PhD, Department of Physics, Faculty of Mathematics and Natural Sciences, Bandung Institute of Technology, Ganesha 10, Bandung 40132, West Java, Indonesia.

Wahyu S Budi (WS)

PhD, Department of Physics, Faculty of Sciences and Mathematics, Diponegoro University, Jl. Prof. Soedarto SH, Tembalang, Semarang 50275, Central Java, Indonesia.

Heri Sutanto (H)

PhD, Department of Physics, Faculty of Sciences and Mathematics, Diponegoro University, Jl. Prof. Soedarto SH, Tembalang, Semarang 50275, Central Java, Indonesia.

Kusworo Adi (K)

PhD, Department of Physics, Faculty of Sciences and Mathematics, Diponegoro University, Jl. Prof. Soedarto SH, Tembalang, Semarang 50275, Central Java, Indonesia.

Toshioh Fujibuchi (T)

PhD, Department of Health Sciences, Faculty of Medical Sciences, Kyushu University, 3-1-1 Maidashi, Higashi-ku, Fukuoka 812-8582, Japan.

Geoff Dougherty (G)

PhD, Department of Applied Physics and Medical Imaging, California State University Channel Islands, Camarillo, CA 93012, USA.

Classifications MeSH