Schoen Scott, Prasov Alexis, Candel Ion, Arshad Saaid, Ottensmeyer Mark, Pierce Theodore T, Brattain Laura J, Telfer Brian A, Samir Anthony E
Center for Ultrasound Research and TranslationHarvard Medical School and Massachusetts General Hospital Boston MA 02114 USA.
MIT Lincoln Laboratory Lexington MA 02421 USA.
IEEE Open J Eng Med Biol. 2024 Jun 18;5:877-884. doi: 10.1109/OJEMB.2024.3414974. eCollection 2024.
Assessment of trauma-induced hemorrhage with ultrasound is particularly challenging outside of the clinic, where its detection is crucial. The current clinical standard for hematoma detection - the focused assessment with sonography of trauma (FAST) exam - does not aim to detect ongoing blood loss, and thus is unable to detect injuries of increasing severity. To enhance detection of active bleeding, we propose the use of ultrasound contrast agents (UCAs), together with a novel flow phantom and contrast-sensitive processing techniques, to facilitate efficient, practical characterization of internal bleeding. Within a the custom phantom, UCAs and processing techniques enabled a significant enhancement of the hemorrhage visualization (mean increase in generalized contrast-to-noise ratio of 17%) compared to the contrast-free case over a range of flow rates up to 40 ml/min. Moreover, we have shown that the use of UCAs improves the probability of detection: the area under the receiver operating characteristic curve for a flow rate of 40 ml/min was 0.99, compared to 0.72 without contrast. We also demonstrate how additional processing of the spatial and temporal information further localizes the bleeding site. UCAs also enhanced Doppler signals over the non-contrast case. These results show that specialized nonlinear processing (NLP) pipelines together with UCAs may offer an efficient means to improve substantially the detection of slower hemorrhages and increase survival rates for trauma-induced injury in pre-hospital settings.
在临床外使用超声评估创伤性出血极具挑战性,而在此处检测创伤性出血至关重要。目前用于血肿检测的临床标准——创伤超声重点评估(FAST)检查——并非旨在检测持续失血,因此无法检测出严重程度不断增加的损伤。为了加强对活动性出血的检测,我们建议使用超声造影剂(UCA),结合新型血流模拟体模和造影剂敏感处理技术,以促进对内部出血进行高效、实用的特征描述。在定制的模拟体模内,与无造影剂的情况相比,在高达40毫升/分钟的一系列流速范围内,超声造影剂和处理技术显著增强了出血的可视化效果(广义对比噪声比平均增加17%)。此外,我们已经表明,使用超声造影剂提高了检测概率:对于40毫升/分钟的流速,接收器操作特征曲线下的面积为0.99,而无造影剂时为0.72。我们还展示了如何对空间和时间信息进行额外处理,进一步定位出血部位。与无造影剂的情况相比,超声造影剂还增强了多普勒信号。这些结果表明,专门的非线性处理(NLP)流程与超声造影剂相结合,可能提供一种有效的方法,在院前环境中大幅提高对较慢出血的检测能力,并提高创伤性损伤的存活率。