Single subject prediction of brain disorders in neuroimaging: Promises and pitfalls

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• 作者：Mohammad R. Arbabshirani^a ; ^b ; ; Sergey Plis^a ; Jing Sui^a ; ^c ; Vince D. Calhoun^a ; ^d
• 关键词：Neuroimaging ; Machine learning ; Classification ; Brain disorders ; Prediction
• 刊名：NeuroImage
• 出版年：2017
• 出版时间：15 January 2017
• 年：2017
• 卷：145
• 期：part_PB
• 页码：137-165
• 全文大小：2676 K
• 卷排序：145

文摘

Past efforts on classification of brain disorders are comprehensively reviewed. The common pitfalls from machine learning point of view are discussed. Emerging trends related to single-subject prediction are reviewed and discussed.