首页> 外文会议>Image Processing pt.3; Progress in Biomedical Optics and Imaging; vol.6 no.24 >MLEM Algorithm Adaptation for Improved SPECT Scintimammography
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MLEM Algorithm Adaptation for Improved SPECT Scintimammography

机译:改进的SPECT放射线照相术的MLEM算法适配

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摘要

Standard MLEM and OSEM algorithms used in SPECT Tc-99m sestamibi scintimammography produce hot-spot artifacts (HSA) at the image support peripheries. We investigated a suitable adaptation of MLEM and OSEM algorithms needed to reduce HSA. Patients with suspicious breast lesions were administered 10 mCi of Tc-99m sestamibi and SPECT scans were acquired for patients in prone position with uncompressed breasts. In addition, to simulate breast lesions, some patients were imaged with a number of breast skin markers each containing 1 μCi of Tc-99m. In order to reduce HSA in reconstruction, we removed from the backprojection step the rays that traverse the periphery of the support region on the way to a detector bin, when their path length through this region was shorter than some critical length. Such very short paths result in a very low projection counts contributed to the detector bin, and consequently to overestimation of the activity in the peripheral voxels in the backprojection step-thus creating HSA. We analyzed the breast-lesion contrast and suppression of HSA in the images reconstructed using standard and modified MLEM and OSEM algorithms vs. critical path length (CPL). For CPL ≥ 0.01 pixel size, we observed improved breast-lesion contrast and lower noise in the reconstructed images, and a very significant reduction of HSA in the maximum intensity projection (MIP) images.
机译:SPECT Tc-99m sestamibi闪烁摄影术中使用的标准MLEM和OSEM算法会在图像支持周边产生热点伪影(HSA)。我们研究了减少HSA所需的MLEM和OSEM算法的合适改编。对患有可疑乳腺病变的患者进行10 mCi的Tc-99m西司他比治疗,并对俯卧位且乳房未受压的患者进行SPECT扫描。此外,为了模拟乳腺病变,对一些患者进行了成像,并用许多乳腺皮肤标记物进行了成像,每个标记物都包含1μCiTc-99m。为了减少重建中的HSA,当它们通过该区域的路径长度短于某些临界长度时,我们从反投影步骤中除去了横穿支撑区域外围的光线。这样的非常短的路径会导致对检测器分档做出非常低的投影计数,从而导致高估了反投影步骤中外围体素中的活性,从而创建了HSA。我们分析了使用标准和改进的MLEM和OSEM算法相对于关键路径长度(CPL)重建的图像中的乳房病变对比度和HSA抑制。对于CPL≥0.01像素大小,我们在重建的图像中观察到了乳房病变对比度的改善和较低的噪声,并且在最大强度投影(MIP)图像中HSA的显着降低。

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