首页> 外文会议>International Conference on Neural Information Processing(ICONIP 2004); 20041122-25; Calcutta(IN) >Stochastic Resonance Imaging - Stochastic Resonance Therapy: Preliminary Studies Considering Brain as Stochastic Processor
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Stochastic Resonance Imaging - Stochastic Resonance Therapy: Preliminary Studies Considering Brain as Stochastic Processor

机译:随机共振成像-随机共振疗法:以脑为随机处理器的初步研究

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The novel field of Stochastic Resonance effect (SR) uses optimized pertur-bation or statistical fluctuation (so-called 'noise') to critically enhance the behaviour or sensitivity of a system to an input parameter or signal. We use SR to explore a new paradigm for increasing the efficiency of diagnostic and therapeutic radiology for the brain. Firstly, we demonstrate experimentally how SR enhances the neuroimaging process in MRI/fMRI, utilizing stochastic enhancement of paramagnetic relaxation of organometallic compounds as gado-linium-pentatate and deoxyhaemoglobin for imaging brain lesions or cognitive activation respectively. Case study on using SR for differentiating MRI scans of brain tumour recurrence versus necrosis is presented. Secondly, we show how SR can enhance gadolinium radiotherapy, or electrotherapy (deep brain elec-trostimulation). We present a model for therapetic SR for neoplastic or degenerative lesions. We outline the prospect of developing the emerging field of stochastic neuroscience, inspired by constructive noise-tissue interaction.
机译:随机共振效应(SR)的新领域使用优化的扰动或统计波动(所谓的“噪声”)来严格增强系统对输入参数或信号的行为或灵敏度。我们使用SR探索一种新的范例,以提高大脑诊断和治疗放射学的效率。首先,我们通过实验证明SR如何利用有机金属化合物的顺磁性弛豫的随机增强(如五氧化二-戊酸镧和脱氧血红蛋白)来增强MRI / fMRI的神经成像过程,以分别成像脑损伤或认知激活。介绍了使用SR区分脑肿瘤复发与坏死的MRI扫描的案例研究。其次,我们展示了SR如何增强enhance放射疗法或电疗法(深部脑电刺激)。我们提出了一种用于肿瘤或退行性病变的治疗性SR模型。我们概述了受建设性的噪声-组织相互作用的启发,发展随机神经科学新兴领域的前景。

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