用于提高光声图像保真度的增强最大强度投影(eMIP)。

Manuel Gehmeyr, María Begoña Rojas López, Suhanyaa Nitkunanantharajah, Hubert Preißl, Andreas Vosseler, Reiner Jumpertz von Schwartzenberg, Andreas L Birkenfeld, Nikoletta Katsouli, Nikolina-Alexia Fasoula, Angelos Karlas, Michael Kallmayer, Anette-Gabriele Ziegler, Dominik Jüstel, Vasilis Ntziachristos
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引用次数: 0

摘要

三维(3D)图像重建通常渲染为二维图像,使用最大强度投影(MIPs)。然而,MIP的渲染保真度依赖于单个切片沿投影方向的对齐。此外,噪声和伪影的存在会影响对比度和投影图像元素。我们引入了增强的MIP (eMIP),一种将3D体的相邻切片的边界(例如,皮肤边界)对齐到MIP假设的相同坐标系(例如,相同深度)的方法,并应用鲁棒对比度调整来标准化投影切片的强度。我们使用光栅扫描光声介观镜(RSOM)对1725次人体皮肤临床扫描进行eMIP基准测试,并由8位专家进行评估。我们的研究结果表明,与传统的MIP相比,eMIP有助于可解释性,并始终提高感知图像质量。eMIP诊断能力的提高有可能取代RSOM和类似模式中的MIP。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Enhanced maximum intensity projection (eMIP) for improving the fidelity of optoacoustic images.

Three-dimensional (3D) image reconstructions are often rendered as two-dimensional images, using maximum intensity projections (MIPs). However, MIP's rendering fidelity depends on the alignment of the individual slices along the projection direction. Also, the presence of noise and artifacts affects the contrast and the projected image elements. We introduce enhanced MIP (eMIP), a methodology that aligns the boundaries (e.g., skin boundary) of adjacent slices of the 3D volume onto the same coordinate system assumed by MIP (e.g., same depth) and applies robust contrast adjustment to normalize the intensities of the projected slices. We benchmark eMIP on 1725 clinical scans of human skin, using raster-scan optoacoustic mesoscopy (RSOM) that were assessed by 8 experts. Our results show that eMIP facilitates interpretability compared to conventional MIP and increases consistently the perceived image quality. The improved diagnostic ability of eMIP has the potential to replace MIP in RSOM and similar modalities.

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