Perceptual and objective physical quality of chest images: a comparison between digital radiographic chest images processed for cancer screening and pneumoconiosis screening in Japan.

IF 1.8 4区 医学 Q3 ENVIRONMENTAL SCIENCES Industrial Health Pub Date : 2023-07-29 DOI:10.2486/indhealth.2022-0046
Ryo Akima, Naw Awn J-P, Kenji Ito, Shoko Nogami, Miki Nishimori, Kenta Oogi, Naoya Hayashi, Narufumi Suganuma, Takuji Yamagami, Nfiho
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引用次数: 1

Abstract

This study (1) evaluated the perceptual and objective physical quality of digital radiographic chest images processed for different purposes (routine hospital use, lung cancer screening, and pneumoconiosis screening), and (2) quantified objectively the quality of chest images visually graded by the Japan National Federation of Industrial Health Organization (ZENEIREN). Four observers rated the images using a visual grading score (VGS) according to ZENEIREN's quality criteria. Signal-to-noise ratio (SNR) and contrast-to-noise ratio (CNR) were measured. Between groups, differences were assessed using ANOVA (followed by Bonferroni multiple comparisons) or unpaired t-test. The Pearson's correlation coefficients were calculated for the correlation between perceptual quality and objective physical image quality. The image quality perceived by the observers and the SNR measurements were highest for the images generated using parameters recommended for lung cancer screening. The images processed for pneumoconiosis screening were rated poorest by the observers and showed the lowest objective physical quality measurements. The chest images rated high quality by ZENEIREN generally showed a higher objective physical image quality. The SNR correlated well with VGS, but CNR did not. Highly significant differences between the processing parameters indicate that image processing strongly influences the perceptual quality of digital radiographic chest images.

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胸部图像的感知和客观物理质量:日本用于癌症筛查和尘肺筛查的数字胸片图像的比较
本研究(1)评估了不同目的(医院常规使用、肺癌筛查和尘肺筛查)处理的胸片数字图像的感知和客观物理质量,(2)客观量化了日本国家工业卫生组织联合会(ZENEIREN)视觉分级的胸片质量。四名观察员根据ZENEIREN的质量标准使用视觉评分(VGS)对图像进行评分。测量信噪比(SNR)和噪声对比比(CNR)。组间差异采用方差分析(随后采用Bonferroni多重比较)或非配对t检验进行评估。计算了感知质量与客观物理图像质量之间的Pearson相关系数。对于使用肺癌筛查推荐参数生成的图像,观察者感知到的图像质量和信噪比测量是最高的。尘肺筛查处理的图像被观察者评为最差,并显示出最低的客观物理质量测量。被ZENEIREN评为高质量的胸部图像通常表现出较高的客观物理图像质量。信噪比与VGS相关性较好,而CNR与VGS相关性较差。处理参数之间的高度显著差异表明,图像处理强烈影响数字胸片图像的感知质量。
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来源期刊
Industrial Health
Industrial Health 医学-毒理学
CiteScore
3.40
自引率
5.00%
发文量
64
审稿时长
6-12 weeks
期刊介绍: INDUSTRIAL HEALTH covers all aspects of occupational medicine, ergonomics, industrial hygiene, engineering, safety and policy sciences. The journal helps promote solutions for the control and improvement of working conditions, and for the application of valuable research findings to the actual working environment.
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