导语:利用颅脑18F-FDG PET,预测Alzheimer病的深度学习算法的敏感性和特异性分别为82%、100%。 来源:梅斯医学 本研究旨在利用颅脑氟18(18F)氟脱氧葡萄糖(FDG)PET数据建立并验证深度学习算法来预测Alzheimer病(AD)、轻度认知障碍或健康志愿者的明确诊断,并...
FluoroDeoxyGlucose Positron Emission Tomography (FDG- PET) is an important and effective modality used for diagnosing Alzheimer's Disease (AD) or Mild Cognitive Impairment (MCI). In this paper, we develop a novel method by using single modality (FDG- PET) but multi-level features, which consider...
18F-2-fluoro-2-deoxy-d-glucose (18F-FDG) is a tracer that can objectively evaluate neuronal activity in the brain and has been widely used in the research and diagnosis of Alzheimer's disease (AD). Thdoi:10.1007/978-4-431-55133-1_9Yoshitaka Inui...
This suggests that FDG-PET is also a better means for determining the effectiveness of Alzheimer’s therapies, as well as tracking patients’ disease advancement, in both clinical and research settings. Results of this study are detailed in the August issue of theJournal of Alzheimer’s Disease....
doi:10.1002/alz.042101Fedor LevinDaniel FerreiraCatharina LangeMartin DyrbaEric WestmanRalph BuchertStefan J. TeipelMichel J. GrotheJohn Wiley & Sons, LtdAlzheimer's & Dementia
Unlabelled:The normative reference sample is crucial for the diagnosis of Alzheimer's disease (AD) with automated (18)F-FDG PET analysis. We tested whether an (18)F-FDG PET database of longitudinally confirmed healthy elderly individuals ("normals," or NLs) would improve diagnosis of AD and...
Regional analysis of FDG and PIB-PET images in normal aging, mild cognitive impairment, and Alzheimer's disease (PET) and amyloid-beta pathologyusing Pittsburgh Compound-B ([11C]PIB)-PET in the evaluation of patients with Alzheimer’s disease (AD) and mild ... Yi,Li,Juha,... - 《Europe...
PURPOSE/AIM Understand the software options and atributes in computer aided diagnosis (CAD) with FDG-PET for patients with mild cognitive impairment and how CAD can assist in accurate and certain prediction of those patients who will develop progressive, symptomatic Alzheimer's Disease. CONTENT ORGANIZ...
摘要: Background Fluorodeoxyglucose (FDG) positron emission tomography (PET) is useful to predict Alzheimer's disease (AD) conversion in patients with mild cognitive impairment (MCI). However, few studies... DOI: 10.1007/s40291-018-0334-z 年份: 2018 收藏...
,Aboian, Mariam S.,Mari Aparici, Carina 展开 摘要: Purpose To develop and validate a deep learning algorithm that predicts the final diagnosis of Alzheimer disease (AD), mild cognitive impairment, or neither at fluorine 18 (18F) fluorodeoxyglucose (FDG) PET of the brain and compare its ...