Filtered back projection vs. iterative reconstruction for CBCT: effects on image noise and processing time

基准标记 图像噪声 迭代重建 噪音(视频) 图像处理 降噪 投影(关系代数) 核医学 人工智能 数学 计算机科学 医学 图像(数学) 算法
作者
Amanda Ramage,Bryan Lopez Gutierrez,Kathleen Fischer,Michael Sekula,Gustavo Machado Santaella,William C. Scarfe,Danieli Moura Brasil,Christiano Oliveira‐Santos
出处
期刊:Dentomaxillofacial Radiology [British Institute of Radiology]
卷期号:52 (8) 被引量:4
标识
DOI:10.1259/dmfr.20230109
摘要

To assess the effect of standard filtered back projection (FBP) and iterative reconstruction (IR) methods on CBCT image noise and processing time (PT), acquired with various acquisition parameters with and without metal artefact reduction (MAR).CBCT scans using the Midmark EIOS unit of a human mandible embedded in soft tissue equivalent material with and without the presence of an implant at mandibular first molar region were acquired at various acquisition settings (milliamperages [4mA-14mA], FOV [5 × 5, 6 × 8, 9 × 10 cm], and resolutions [low, standard, high] and reconstructed using standard FBP and IR, and with and without MAR. The processing time was recorded for each reconstruction. ImageJ was used to analyze specific axial images. Radial transaxial fiducial lines were created relative to the implant site. Standard deviations of the gray density values (image noise) were calculated at fixed distances on the fiducial lines on the buccal and lingual aspects at specific axial levels, and mean values for FBP and IR were compared using paired t-tests. Significance was defined as p < 0.05.The overall mean for image noise (± SD) for FBP was 198.65 ± 55.58 and 99.84 ± 16.28 for IR. IR significantly decreased image noise compared to FBP at all acquisition parameters (p < 0.05). Noise reduction among different scanning protocols ranged between 29.7% (5 × 5 cm FOV) and 58.1% (5mA). IR increased processing time by an average of 35.1 s.IR significantly reduces CBCT image noise compared to standard FBP without substantially increasing processing time.

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