研究核医学中图像评估中无参考度量的有效性
Shigeaki Higashiyama1, Yutaka Katayama2, Atsushi Yoshida1
1Department of Nuclear Medicine, Graduate School of Medicine, Osaka Metropolitan University, Osaka, Japan.
PloS one
|November 21, 2024
概括
像PIQE这样的无参考度量可以在没有参考图像的情况下评估核医学图像质量. PIQE与专家视觉评估有很强的相关性,为临床使用提供了切实可行的替代方案.
科学领域:
- 核医学成像技术 核医学成像技术
- 医疗图像质量评估 医疗图像质量评估
- 定量图像分析 定量图像分析
背景情况:
- 规范平均平方误差 (NMSE) 是核医学图像质量的标准,但需要参考图像.
- 基于参考的NMSE是耗时且不切实际的临床核医学评估.
- 无参考指标,包括PIQE和NIQE,被探索为替代方案.
研究的目的:
- 评估用于临床核医学图像的无参考图像质量指标的适用性.
- 确定自动化指标是否可以取代主观的视觉评估.
主要方法:
- 使用了使用Biograph Vision获得的18F-FDG霍夫曼大脑幻影图像.
- 通过改变像素数量和获取时间,创建了14个图像变化.
- 使用NMSE,PIQE和NIQE评估图像质量,将分数与专家视觉排名进行比较.
主要成果:
- 在PIQE得分和专家视觉评估之间发现了强烈的相关性 (p<0.0001).
- PIQE的表现与人类图像专家的表现相当.
- 该研究验证了PIQE在临床核医学图像质量评估方面的潜力.
结论:
- 基于感知的图像质量评估器 (PIQE) 是核医学图像质量评估的可行方法.
- PIQE为传统的视觉检查提供了一个有希望的,实用的替代方案.
- 这个指标可以简化临床环境中的图像质量评估.
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