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Hybrid CNN-SVM for Alzheimer's Disease Classification from Structural MRI and the Alzheimer's Disease Neuroimaging Initiative(ADNI)

机译：用于阿尔茨海默病的杂交CNN-SVM从结构MRI和阿尔茨海默病神经影像倡议（ADNI）的疾病分类

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来源
《International Conference on Biomedical Engineering, Machinery and Earth Science》|2018年|1 CD-ROM|共5页
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作者
Lan Lin; Baiwen Zhang; Shuicai Wu;
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中图分类生物工程学（生物技术）;
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入库时间 2022-08-21 05:48:46

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1. Random forest feature selection, fusion and ensemble strategy: Combining multiple morphological MRI measures to discriminate among healhy elderly, MCI, cMCI and alzheimer's disease patients: From the alzheimer's disease neuroimaging initiative (ADNI) database [J] . Dimitriadis S. I, Liparas Dimitris, Tsolaki Magda N. Journal of Neuroscience Methods . 2018,第期

机译：随机森林特征选择，融合与集合策略：结合多种形态MRI措施，歧视Healhy老年，MCI，CMCI和Alzheimer病患者：来自阿尔茨海默病神经影像倡议（ADNI）数据库
2. How random is the random forest? Random forest algorithm on the service of structural imaging biomarkers for Alzheimer's disease: from Alzheimer's disease neuroimaging initiative (ADNI) database [J] . Stavros I Dimitriadis, Dimitris Liparas, for the Alzheimer’s Disease Neuroimaging Initiative Neural regeneration research . 2018,第6期

机译：随机森林有多随机？针对阿尔茨海默氏病的结构成像生物标记物的随机森林算法：来自阿尔茨海默氏病神经影像学倡议（ADNI）数据库
3. How random is the random forest ? Random forest algorithm on the service of structural imaging biomarkers for Alzheimer's disease: from Alzheimer's disease neuroimaging initiative (ADNI) database [J] . Stavros I.Dimitriadis, Dimitris Liparas 中国神经再生研究（英文版） . 2018,第006期

机译：随机森林有多随机？针对阿尔茨海默氏病的结构成像生物标记物的随机森林算法：来自阿尔茨海默氏病神经影像学倡议（ADNI）数据库
4. Hybrid CNN-SVM for Alzheimer's Disease Classification from Structural MRI and the Alzheimer's Disease Neuroimaging Initiative(ADNI) [C] . Lan Lin, Baiwen Zhang, Shuicai Wu International Conference on Biomedical Engineering, Machinery and Earth Science . 2018

机译：用于阿尔茨海默病的杂交CNN-SVM从结构MRI和阿尔茨海默病神经影像倡议（ADNI）的疾病分类
5. The Association of Cognitive Endophenotypes and Risky Single Nucleotide Polymorphisms of Alzheimer's Disease within the Alzheimer's Disease Neuroimaging Initiative (ADNI) Database. [D] . Jennette, Kyle J. 2015

机译：在阿尔茨海默氏病神经影像学倡议（ADNI）数据库中，阿尔茨海默氏病的认知内在表型与危险的单核苷酸多态性的关联。
6. Clusters of male and female Alzheimer’s disease patients in the Alzheimer’s Disease Neuroimaging Initiative (ADNI) database [O] . Dragan Gamberger, Bernard Ženko, Alexis Mitelpunkt, 2016

机译：阿尔茨海默氏病神经影像计划（ADNI）数据库中的男女阿尔茨海默氏病患者群体
7. How random is the random forest? Random forest algorithm on the service of structural imaging biomarkers for Alzheimer's disease: from Alzheimer's disease neuroimaging initiative (ADNI) database [O] . StavrosI Dimitriadis, Dimitris Liparas 2018

机译：随机森林有多随机？阿尔茨海默病结构成像生物标志物服务随机森林算法：来自阿尔茨海默病神经影像倡议（ADNI）数据库

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