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细胞加速冷冻消融模拟。

Cell accelerated cryoablation simulation.

机构信息

Department of Biomedical Engineering, Mayo Clinic, Rochester, MN 55905, USA.

出版信息

Comput Methods Programs Biomed. 2010 Jun;98(3):241-52. doi: 10.1016/j.cmpb.2009.09.004. Epub 2009 Oct 24.

Abstract

Tumor cryoablation is a clinical procedure where supercooled probes are used to destroy cancerous lesions. Cryoablation is a safe and effective palliative treatment for skeletal metastases, providing immediate and long term pain relief, increasing mobility and improving quality of life. Ideally, lesions are encompassed by an ice ball and frozen to a sufficiently low temperature to ensure cell death. "Lethal ice" is the term used to describe regions within the ice ball where cell death occurs. Failure to achieve lethal ice in all portions of a lesion may explain the high recurrence rate currently observed. Tracking growth of lethal ice is critical to success of percutaneous ablations, however, no practical methods currently exist for non-invasive temperature monitoring. Physicians lack planning tools which provide accurate estimation of the ice formation. Simulation of ice formation, while possible, is computationally demanding and too time consuming to be of clinical utility. We developed the computational framework for the simulation, acceleration strategies for multicore Intel x86 and IBM Cell architectures, and performed preliminary validation of the simulation. Our results demonstrate that the streaming SIMD implementation has better performance and scalability. Both accelerated and non-accelerated algorithms demonstrate good agreement between simulation and manually identified ice ball boundaries in phantom and patient images. Our results show promise for the development of novel cryoablation planning tools with real-time monitoring capability for clinical use.

摘要

肿瘤冷冻消融是一种临床操作,使用超冷探头来破坏癌性病变。冷冻消融是治疗骨转移的安全有效的姑息治疗方法,可立即和长期缓解疼痛,提高活动能力,改善生活质量。理想情况下,病变被冰球包裹并冷冻到足以确保细胞死亡的低温。“致命冰”是用来描述冰球内发生细胞死亡的区域的术语。病变的所有部位未能达到致命冰可能解释了目前观察到的高复发率。跟踪致命冰的生长对于经皮消融的成功至关重要,然而,目前不存在用于非侵入性温度监测的实用方法。医生缺乏提供冰形成准确估计的规划工具。虽然可以模拟冰的形成,但计算要求很高,耗时太长,不具有临床实用性。我们开发了用于模拟的计算框架,针对多核 Intel x86 和 IBM Cell 架构的加速策略,并对模拟进行了初步验证。我们的结果表明,流 SIMD 实现具有更好的性能和可扩展性。在幻影和患者图像中,无论是加速还是非加速算法,模拟和手动确定的冰球边界之间都具有良好的一致性。我们的结果为开发具有实时监测功能的新型冷冻消融规划工具提供了希望,可用于临床。

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