Multilevel Feature Representation of FDG-PET Brain Images for Diagnosing Alzheimer's Disease

Xiaoxi Pan; Mouloud Adel; Caroline Fossati; Thierry Gaidon; Eric Guedj

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Multilevel Feature Representation of FDG-PET Brain Images for Diagnosing Alzheimer's Disease

机译：FDG-PET脑图像的多层次特征表示法用于诊断阿尔茨海默氏病

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Using a single imaging modality to diagnose Alzheimer's disease (AD) or mild cognitive impairment (MCI) is a challenging task. FluoroDeoxyGlucose Positron Emission Tomography (FDG-PET) is an important and effective modality used for that purpose. In this

机译：使用单个成像方式来诊断阿尔茨海默氏病（AD）或轻度认知障碍（MCI）是一项艰巨的任务。氟脱氧葡萄糖正电子发射断层显像（FDG-PET）是用于此目的的一种重要而有效的方法。在这个

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来源
《Biomedical and Health Informatics, IEEE Journal of》 |2019年第4期|1499-1506|共8页
作者
Xiaoxi Pan; Mouloud Adel; Caroline Fossati; Thierry Gaidon; Eric Guedj;
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作者单位

Ecole Centrale de Marseille Institut Fresnel Marseille France;

Aix-Marseille Université Institut Fresnel Marseille France;

Ecole Centrale de Marseille Institut Fresnel Marseille Franc;

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原文格式 PDF
正文语种 eng
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关键词
Feature extraction; Dementia; Magnetic resonance imaging; Neuroimaging; Informatics;

机译：特征提取;痴呆;磁共振成像;神经影像学信息学;

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专利

1. Value of combining activated brain FDG-PET and cardiac MIBG for the differential diagnosis of dementia: differentiation of dementia with Lewy bodies and Alzheimer disease when the diagnoses based on clinical and neuroimaging criteria are difficult. [J] . Schmidt SL, Correa PL, Tolentino JC, Clinical nuclear medicine . 2008,第6期

机译：结合活化的大脑FDG-PET和心脏MIBG对痴呆的鉴别诊断的价值：当难以根据临床和神经影像学标准进行诊断时，区分痴呆与路易氏体和阿尔茨海默氏病。
2. Alzheimer’s disease markers from structural MRI and FDG-PET brain images [J] . Andrea Chincarini, Paolo Bosco, Gianluca Gemme, The European Physical Journal Plus . 2012,第11期

机译：来自结构性MRI和FDG-PET脑图像的阿尔茨海默氏病标志物
3. Simultaneous Demonstration of Metabolic Lesions Consistent With Alzheimer Disease and Brain Metastases on FDG-PET Imaging [J] . Amol M. Takalkar, Ghassan El-Haddad, David L. Lilien, Clinical nuclear medicine . 2008,第6期

机译：在FDG-PET成像中同时证明与阿尔茨海默氏病和脑转移一致的代谢性病变
4. Alzheimer'S Disease Diagnosis with FDG-PET Brain Images By Using Multi-Level Features [C] . Xiaoxi Pan, Mouloud Adel, Caroline Fossati, IEEE International Conference on Image Processing . 2018

机译：使用多级特征的FDG-PET脑图像诊断阿尔茨海默氏病
5. Classification of Alzheimer's Disease and Mild Cognitive Impairment Using Longitudinal FDG-PET Images [D] . Nozadi, Seyed Hossein. 2017

机译：使用纵向FDG-PET图像分类阿尔茨海默病和轻度认知障碍
6. Metabolic Brain Network Analysis of FDG-PET in Alzheimer’s Disease Using Kernel-Based Persistent Features [O] . Liqun Kuang, Deyu Zhao, Jiacheng Xing, 2019

机译：基于核的持久特征FDG-PET在阿尔茨海默氏病中的代谢性脑网络分析
7. Multilevel Feature Representation of FDG-PET Brain Images for Diagnosing Alzheimer's Disease [O] . Xiaoxi Pan, Mouloud Adel, Caroline Fossati, 2019

机译：用于诊断阿尔茨海默病的FDG-PET脑图像的多级特征表示

Multilevel Feature Representation of FDG-PET Brain Images for Diagnosing Alzheimer's Disease

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