Structural MRI-based detection of Alzheimer's disease using feature ranking and classification error

Beheshti Iman; Demirel Hasan; Farokhian Farnaz; Yang Chunlan; Matsuda Hiroshi

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Structural MRI-based detection of Alzheimer's disease using feature ranking and classification error

机译：基于结构MRI的特征分级和分类错误检测阿尔茨海默氏病

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摘要

Background and objective: This paper presents an automatic computer-aided diagnosis (CAD) system based on feature ranking for detection of Alzheimer's disease (AD) using structural magnetic resonance imaging (sMRI) data.

机译：背景与目的：本文提出了一种基于特征分级的自动计算机辅助诊断（CAD）系统，用于使用结构磁共振成像（sMRI）数据检测阿尔茨海默氏病（AD）。

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《Computer Methods and Programs in Biomedicine: An International Journal Devoted to the Development, Implementation and Exchange of Computing Methodology and Software Systems in Biomedical Research and Medical Practice》 |2016年第null期|共17页
作者
Beheshti Iman; Demirel Hasan; Farokhian Farnaz; Yang Chunlan; Matsuda Hiroshi;
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正文语种 eng
中图分类计算技术、计算机技术;
关键词
Alzheimer's disease; Structural MRI; Feature extraction; Feature ranking; Computer-aided diagnosis; Classification error;

机译：阿尔茨海默病;结构核磁共振;特征提取;特征分级;计算机辅助诊断;分类错误;

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1. Structural MRI-based detection of Alzheimer's disease using feature ranking and classification error [J] . Beheshti Iman, Demirel Hasan, Farokhian Farnaz, Computer Methods and Programs in Biomedicine: An International Journal Devoted to the Development, Implementation and Exchange of Computing Methodology and Software Systems in Biomedical Research and Medical Practice . 2016,第Null期

机译：基于结构MRI的特征分级和分类错误检测阿尔茨海默氏病
2. Feature-ranking-based Alzheimer's disease classification from structural MRI [J] . Beheshti Iman, Demirel Hasan Magnetic resonance imaging: An International journal of basic research and clinical applications . 2016,第3期

机译：基于结构MRI的基于特征等级的阿尔茨海默氏病分类
3. An Ensemble-of-Classifiers Based Approach for Early Diagnosis of Alzheimer’s Disease: Classification Using Structural Features of Brain Images [J] . SaimaFarhan, Muhammad AbuzarFahiem, HumaTauseef Computational and mathematical methods in medicine . 2014,第4期

机译：基于组合的Alzheimer疾病的基于分类方法：使用脑图像的结构特征进行分类
4. A Modified Convolutional Neural Networks For MRI-based Images For Detection and Stage Classification Of Alzheimer Disease [C] . Majdah Alshammari, Mohammad Mezher IEEE National Computing Colleges Conference . 2021

机译：基于MRI的图像进行修改的卷积神经网络，用于Alzheimer病的检测和阶段分类
5. Feature fusion models via stacked autoencoders: Applications to vehicular traffic flow prediction and Alzheimer's disease stage detection [D] . Moussavi-Khalkhali, Arezou. 2016

机译：通过堆叠式自动编码器的特征融合模型：在交通流量预测和阿尔茨海默氏病阶段检测中的应用
6. MRI-based Alzheimer’s disease-resemblance atrophy index in the detection of preclinical and prodromal Alzheimer’s disease [O] . Wanting Liu, Lisa Wing Chi Au, Jill Abrigo, 2021

机译：基于MRI的阿尔茨海默病 - 相似性萎缩指数检测临床前和前驱癌患者疾病
7. MRI-based Alzheimer’s disease-resemblance atrophy index in the detection of preclinical and prodromal Alzheimer’s disease [O] . Wanting Liu, Lisa Wing Chi Au, Jill Abrigo, 2021

机译：基于MRI的阿尔茨海默病 - 相似性萎缩指数检测临床前和前驱癌患者疾病

Structural MRI-based detection of Alzheimer's disease using feature ranking and classification error

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