应用马尔可夫过程寻找脑血管疾病的最佳治疗建议

Hermilo Victorio-Meza, M. Mejía-Lavalle, Alicia Martínez Rebollar, Joaquín Pérez Ortega, Obdulia Pichardo Lagunas, G. Sidorov
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引用次数: 0

摘要

利用部分可观察马尔可夫决策过程对脑血管疾病的诊断和治疗进行建模。希望该模型对没有足够治疗此类疾病经验的医生有所帮助。脑血管病患者需要立即治疗,以防止因不可逆的神经元损伤而致残甚至死亡。在这种类型的建模中使用的信息完全来自神经影像学。我们的初步结果鼓励我们继续这项研究。
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Searching for Cerebrovascular Disease Optimal Treatment Recommendations Applying Markovian Processes
It is modeled diagnosis and treatment for cerebrovascular diseases by partially observable Markov decision processes. It is desired that this model will be helpful for physicians without adequate experience for the treatment of such diseases. Patients with cerebrovascular diseases need immediate treatment to prevent disability from irreversible neuronal damage or even death. Information used in this type of modeling comes exclusively from neuroimaging. Our starting results encourage us to continuing this research.
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