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基于神经网络融合模型的头颅灌注图像分析 被引量:3

Research of Cranial Perfusion Image Based on Neural Network Integration Model
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摘要 目的:针对脑血管疾病的常见诊断手段中存在一定程度的不足和局限,探讨用智能化混合融合模型进行诊断。方法:综合多例头颅灌注图像,利用神经网络融合模型的原理方法,对单参数图像和原始灰阶图像进行多重融合分析。结果:实现头颅灌注成像多参数图像综合分析立体化和自动化。结论:基于神经网络融合模型的头颅灌注图像分析方法,可以有效实现脑血管疾病诊断的智能化。 Objective To improve the diagnosis of cerebrovascular diseases by intelligent integration model. Mothods With some head perfusion images, multiple integration analysis was performed for one-parameter images and raw grayscale im- ages by neural network integration model. Rotndts Stereoscopic and automatic analysis of multi-parameter cranial perfusion imaging was realized. Conelution The analysis of conclusion Cranial perfusion imaging based on neural network integration model can be used for intelligent diagnosis of cerebrovascular diseases.[Chinese Medical Equipment Journal,2013,34 (1): 19-21,31]
出处 《医疗卫生装备》 CAS 2013年第1期19-21,31,共4页 Chinese Medical Equipment Journal
关键词 灌注成像 机器学习 融合模型 神经网络 perfusion imaging machine learning integration model neural network
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