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Placenta Maps: In Utero Placental Health Assessment of the Human Fetus

机译:胎盘图:在人类胎儿的子宫胎盘健康评估中

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摘要

The human placenta is essential for the supply of the fetus. To monitor the fetal development, imaging data is acquired using (US). Although it is currently the gold-standard in fetal imaging, it might not capture certain abnormalities of the placenta. (MRI) is a safe alternative for the in utero examination while acquiring the fetus data in higher detail. Nevertheless, there is currently no established procedure for assessing the condition of the placenta and consequently the fetal health. Due to maternal respiration and inherent movements of the fetus during examination, a quantitative assessment of the placenta requires fetal motion compensation, precise placenta segmentation and a standardized visualization, which are challenging tasks. Utilizing advanced motion compensation and automatic segmentation methods to extract the highly versatile shape of the placenta, we introduce a novel visualization technique that presents the fetal and maternal side of the placenta in a standardized way. Our approach enables physicians to explore the placenta even in utero. This establishes the basis for a comparative assessment of multiple placentas to analyze possible pathologic arrangements and to support the research and understanding of this vital organ. Additionally, we propose a three-dimensional structure-aware surface slicing technique in order to explore relevant regions inside the placenta. Finally, to survey the applicability of our approach, we consulted clinical experts in prenatal diagnostics and imaging. We received mainly positive feedback, especially the applicability of our technique for research purposes was appreciated.
机译:人胎盘对于胎儿的供给至关重要。为了监视胎儿发育,使用(美国)获取成像数据。尽管目前它是胎儿成像的金标准,但它可能无法捕获胎盘的某些异常情况。 (MRI)是进行子宫内检查的安全替代方法,同时更详细地获取胎儿数据。尽管如此,目前尚无评估胎盘状况和胎儿健康状况的既定程序。由于产妇的呼吸作用以及检查过程中胎儿的固有运动,对胎盘的定量评估需要胎儿运动补偿,精确的胎盘分割和标准化的可视化,这是一项艰巨的任务。利用先进的运动补偿和自动分割方法来提取胎盘的高度通用形状,我们引入了一种新颖的可视化技术,以标准化方式呈现了胎盘的胎儿和产妇侧。我们的方法使医生即使在子宫内也能探索胎盘。这为多种胎盘的比较评估奠定了基础,以分析可能的病理安排并支持对该重要器官的研究和理解。此外,我们提出了一种三维结构感知表面切片技术,以探索胎盘内部的相关区域。最后,为了调查我们方法的适用性,我们咨询了产前诊断和影像学方面的临床专家。我们主要收到了积极的反馈,尤其是我们的技术在研究中的适用性受到赞赏。

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