Stochastic resonance imaging - Stochastic resonance therapy: Preliminary studies considering brain as Stochastic processor

被引:0
|
作者
Roy, PK [1 ]
机构
[1] Natl Brain Res Ctr, Gurgaon 122050, Haryana, India
来源
关键词
D O I
暂无
中图分类号
TP18 [人工智能理论];
学科分类号
081104 ; 0812 ; 0835 ; 1405 ;
摘要
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 gadolinium-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 electrostimulation). 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.
引用
收藏
页码:96 / 103
页数:8
相关论文
共 50 条
  • [22] A simple model for stochastic coherence and stochastic resonance
    Hilborn, RC
    AMERICAN JOURNAL OF PHYSICS, 2004, 72 (04) : 528 - 533
  • [23] Stochastic chaos and resonance in a bistable stochastic system
    Kim, S
    Reichl, LE
    PHYSICAL REVIEW E, 1996, 53 (04): : 3088 - 3095
  • [24] Study of stochastic resonance by method of stochastic energetics
    Iwai, T
    PHYSICA A, 2001, 300 (3-4): : 350 - 358
  • [25] Behavioral stochastic resonance within the human brain
    Kitajo, K
    Nozaki, D
    Ward, LM
    Yamamoto, Y
    PHYSICAL REVIEW LETTERS, 2003, 90 (21)
  • [26] Stochastic resonance in alpha oscillators in the human brain
    Mori, T
    Kai, S
    INTERNATIONAL JOURNAL OF BIFURCATION AND CHAOS, 2002, 12 (11): : 2631 - 2639
  • [27] Stochastic resonance signal processor: Principle, capacity analysis and method
    Sun, Shuifa
    Kwong, Sam
    INTERNATIONAL JOURNAL OF BIFURCATION AND CHAOS, 2007, 17 (02): : 631 - 639
  • [28] Nuclear stochastic resonance
    V. P. Berezovoj
    Yu. L. Bolotin
    A. P. Dzyubak
    V. V. Yanovsky
    A. V. Zhiglo
    Journal of Experimental and Theoretical Physics Letters, 2001, 74 : 411 - 414
  • [29] Stochastic resonance and computation
    Torres, JL
    Trainor, L
    JOURNAL OF APPLIED PHYSICS, 1997, 82 (05) : 2702 - 2703
  • [30] On the theory of stochastic resonance
    Reshetnyak, SA
    JOURNAL OF RUSSIAN LASER RESEARCH, 1998, 19 (02) : 175 - 185