Skorton D J, Melton H E, Pandian N G, Nichols J, Koyanagi S, Marcus M L, Collins S M, Kerber R E
Circ Res. 1983 Jan;52(1):36-44. doi: 10.1161/01.res.52.1.36.
We hypothesized that acute myocardial infarction could be detected in standard two-dimensional echocardiograms of closed-chest dogs by evaluating regional echo amplitude distributions using computerized image analysis. We tested this hypothesis by performing standard, 2.4 MHz two-dimensional echoes before and 2 days after circumflex coronary occlusion in seven closed-chest dogs. Control and infarcted regions of interest were studied in digitized stop-frame images. Average gray level was calculated for each region of interest, and the shape of the gray-level distribution was analyzed by calculation of skewness and kurtosis and by qualitative features of shape. Average gray level increased significantly from the pre- to postocclusion images in the infarcted regions (16.7 +/- 4.2 vs. 32.4 +/- 4.4 units, P less than 0.01), but not in the control regions (17.4 +/- 4 vs. 22.3 +/- 5.5., P = NS). Average gray level could not distinguish between infarcted and normal regions within the postocclusion images (36 +/- 5.2 vs. 33.6 +/- 5.8, P = NS). Three independent observers qualitatively evaluated histogram shape and correctly identified 7/7 MI regions (100% sensitivity) and 14/20 normal regions (70% specificity). Quantitatively, infarct regions exhibited a significant decrease in kurtosis from pre- to postocclusion images (7.1 +/- 4.0 vs. 5.2 +/- 2.9, P = NS). Within postocclusion images, infarcted regions displayed a significantly lower kurtosis than did normal regions (0.27 +/- .47 vs. 2.5 +/- 1.0, P less than .01). We conclude that acute myocardial infarction may be detected in closed-chest dogs by analyzing regional echo amplitude data from standard two-dimensional echocardiograms.
我们假设,通过使用计算机图像分析评估局部回声幅度分布,可在闭合胸腔犬的标准二维超声心动图中检测出急性心肌梗死。我们通过对7只闭合胸腔犬在冠状动脉回旋支闭塞前和闭塞后2天进行标准的2.4MHz二维超声心动图检查来验证这一假设。在数字化的静态图像中研究感兴趣的对照区域和梗死区域。计算每个感兴趣区域的平均灰度水平,并通过计算偏度和峰度以及形状的定性特征来分析灰度水平分布的形状。梗死区域从闭塞前图像到闭塞后图像的平均灰度水平显著增加(16.7±4.2对32.4±4.4单位,P<0.01),但对照区域未增加(17.4±4对22.3±5.5,P=无显著性差异)。在闭塞后图像中,平均灰度水平无法区分梗死区域和正常区域(36±5.2对33.6±5.8,P=无显著性差异)。三名独立观察者对直方图形状进行了定性评估,正确识别出7/7个心肌梗死区域(敏感性100%)和14/20个正常区域(特异性70%)。定量分析显示,梗死区域从闭塞前图像到闭塞后图像的峰度显著降低(7.1±4.0对5.2±2.9,P=无显著性差异)。在闭塞后图像中,梗死区域的峰度显著低于正常区域(0.27±0.47对2.5±1.0,P<0.01)。我们得出结论,通过分析标准二维超声心动图的局部回声幅度数据,可在闭合胸腔犬中检测出急性心肌梗死。