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Dynamic image reconstruction in time-resolved diffuse optical tomography

机译:动态图像重构在时间分辨漫射光学断层扫描中

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Optical imaging techniques provide a means of monitoring haemodynamics and tissue oxygenation by virtue of the differing absorption spectra of relevant endogenous chromophores. Whilst time-domain diffuse optical tomography offers sufficient sensitivity to produce full three dimensional images of such properties through the entire infant brain, standard approaches to the imaging protocol and reconstruction methods limit the temporal resolution which can be achieved without an unacceptable degradation in the image quality. In this work we employ spatio-temporal regularisation by means of a variational form Kalman filter to achieve significantly improved temporal resolution whilst maintaining image quality. We demonstrate this approach in a dynamic phantom study where we successfully track moving absorbing and scattering targets using the MONSTIR II instrument developed at University College London.
机译:光学成像技术通过相关内源发色团的不同吸收光谱提供了监测血液力学和组织氧合的手段。虽然时域漫射光学断层扫描提供足够的敏感性来通过整个婴儿大脑产生这种属性的全三维图像,但成像协议的标准方法和重建方法限制了可以在图像质量中没有不可接受的降级实现的时间分辨率。在这项工作中,我们通过变分形式Kalman滤波器采用时空正规化,以实现显着改善的时间分辨率,同时保持图像质量。我们在动态幻影研究中展示了这种方法,在那里我们成功地使用在伦敦大学学院开发的Monstir II仪器进行了移动的吸收和散射目标。

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