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Using high-dimensional machine learning methods to estimate an anatomical risk factor for Alzheimer's disease across imaging databases

机译：使用高维机床学习方法来估算跨成像数据库的阿尔茨海默病的解剖学危险因素

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Ramon Casanova; Ryan T. Barnard; Sarah A. Gaussoin; Santiago Saldana; Kathleen M. Hayden; JoAnn E. Manson; Robert B. Wallace; Stephen R. Rapp; Susan M. Resnick; Mark A. Espeland; Jiu-Chiuan Chen;
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1. Using high-dimensional machine learning methods to estimate an anatomical risk factor for Alzheimer's disease across imaging databases [J] . Casanova Ramon, Barnard Ryan T., Gaussoin Sarah A., NeuroImage . 2018,第期

机译：使用高维机床学习方法来估算跨成像数据库的阿尔茨海默病的解剖学危险因素
2. Machine Learning for Predicting Cognitive Diseases: Methods, Data Sources and Risk Factors [J] . Bratic Brankica, Kurbalija Vladimir, Ivanovic Mirjana, Journal of medical systems . 2018,第12期

机译：用于预测认知疾病的机器学习：方法，数据来源和风险因素
3. Probabilistic Graphical Modeling for Estimating Risk of Coronary Artery Disease: Applications of a Flexible Machine-Learning Method [J] . Gupta Alind, Slater Justin J., Boyne Devon, Medical decision making: An international journal of the Society for Medical Decision Making . 2019,第8期

机译：冠状动脉疾病风险的概率图形模型：柔性机器学习方法的应用
4. Comparison Analysis of Machine Learning Algorithms to Rank Alzheimer’s Disease Risk Factors by Importance [C] . Mohamed Mahyoub, Martin Randles, Thar Baker, International Conference on Developments in eSystems Engineering . 2018

机译：机器学习算法对按重要性排序阿尔茨海默氏病危险因素的比较分析
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. Inexpensive non-invasive biomarkers predict Alzheimer transition using machine learning analysis of the Alzheimer’s Disease Neuroimaging (ADNI) database [O] . Juan Felipe Beltrán, Brandon Malik Wahba, Nicole Hose, 2020

机译：廉价的非侵入性生物标志物预测使用Alzheimer疾病神经影像（ADNI）数据库的机器学习分析的阿尔茨海默转换
7. Alzheimer's disease risk assessment using large-scale machine learning methods. [O] . Ramon Casanova, Fang-Chi Hsu, Kaycee M Sink, 2013

机译：使用大规模机器学习方法评估阿尔茨海默病风险。

Using high-dimensional machine learning methods to estimate an anatomical risk factor for Alzheimer's disease across imaging databases

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