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使用体模评估自动和人工观察者病变检测能力的相关性

Association of automated and human observer lesion detecting ability using phantoms.

作者信息

Kofler James M, Lindstrom Mary J, Kelcz Frederick, Madsen Ernest L

机构信息

Department of Radiology, Mayo Clinic, Rochester, MN, USA.

出版信息

Ultrasound Med Biol. 2005 Mar;31(3):351-9. doi: 10.1016/j.ultrasmedbio.2004.12.003.

Abstract

A set of tissue-mimicking phantoms containing spherical negative contrast simulated lesions was employed to associate an automated method for determining detectability with human observers. Six alternative methods for computing the lesion signal-to-noise ratio (LSNR) were employed for quantifying automated detecting ability. The six methods differ regarding effective lesion area and whether or not gradients in local mean background echo levels were accounted for. The two-alternative-forced-choice (TAFC) technique was used to associate detecting ability of human observers with LSNR values. Although the six methods gave similar results, one method exhibited the least dependency on lesion diameter and is recommended; that method accounts for gradients in local mean background echo levels and employs an effective sphere area of 2/pi times the projected sphere area. A reasonable LSNR detection threshold value of -2.0 was found to apply for nominal transducer frequencies from 4 through 6 MHz and for lesion diameters from 2 through 5 mm. This result allows rapid human-observer-calibrated automated determination of the depth range of detectability as a function of sphere diameter and contrast.

摘要

使用一组含有球形负对比度模拟病变的组织模拟体模,将一种用于确定可检测性的自动化方法与人类观察者的检测结果相关联。采用六种计算病变信噪比(LSNR)的替代方法来量化自动化检测能力。这六种方法在有效病变面积以及是否考虑局部平均背景回波水平的梯度方面存在差异。采用二选一强迫选择(TAFC)技术将人类观察者的检测能力与LSNR值相关联。尽管这六种方法给出了相似的结果,但有一种方法对病变直径的依赖性最小,因此推荐使用;该方法考虑了局部平均背景回波水平的梯度,并采用了投影球体面积的2/π倍作为有效球体面积。发现对于4至6MHz的标称换能器频率以及2至5mm的病变直径,合理的LSNR检测阈值为-2.0。该结果使得能够根据球体直径和对比度快速进行经人类观察者校准的可检测深度范围的自动化测定。

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