[医学检查中压缩图像的使用:放射科医生主观质量评估与诊断有用性的比较]。

Naoki Sugiyama, Yoshiaki Igarashi, Ehiichi Kohda, Atsushi Kohno, Sohtaro Suzuki, Takao Tanaka, Shikibu Chiyasu, Toshiaki Yokokura
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引用次数: 0

摘要

随着图像归档与通信系统(PACS)处理大量图像的需求日益增加,在PACS系统中利用有损压缩实现高效的通信和存储的研究越来越多。接收机工作特征(receiver operating characteristic, ROC)法是确定有损图像适当压缩比的常用方法。然而,在实际的医疗设施中进行ROC实验是不切实际的,因为很难为每个模态、身体部位和获取方法准备和解释具有不同压缩比的图像。另一方面,经验丰富的放射科医生有能力主观地评估解释和定量分析所需的图像质量水平。因此,通过简单地查看图像,他们能够确定图像质量的适当标准,并为每个应用程序推导出实用的压缩比。本研究的重点是在医疗检查的远程放射学系统中使用有损压缩。为了研究合适的压缩比和确定压缩比的有效方法,将放射科医生对压缩图像的主观评估与使用这些图像获得的诊断结果进行了比较实验。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
[Use of compressed images for medical checkups: comparison between radiologists' subjective quality assessment and diagnostic usefulness].

With the increasing demand on picture archiving and communication systems (PACS) to handle larger numbers of images, much research has been conducted on the utilization of lossy compression for efficient communication and storage in PACS systems. The receiver operating characteristics (ROC) method is commonly used to determine the appropriate compression ratio of lossy images. However, conducting an ROC experiment is impractical at actual medical facilities because it is difficult to prepare and interpret images with different compression ratios for each modality, body part, and acquisition method. On the other hand, experienced radiologists have the ability to subjectively assess the level of image quality required for interpretatior and quantitative analysis. Therefore, by simply viewing images, they are able to determine the appropriate criteria for image quality and derive a practical compression ratio for each application. The present study focused on lossy compression as employed in teleradiology systems for medical checkups. Experiments comparing radiologists' subjective assessment of compressed images against the diagnostic results obtained using these images were conducted in order to investigate appropriate compression ratios and efficient methods for determining them.

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