A novel cascade machine learning pipeline for Alzheimer's disease identification and prediction.

Kun Zhou,Sirong Piao,Xiao Liu,Xiao Luo,Hongyi Chen,Rui Xiang,Daoying Geng

Frontiers in aging neuroscience（2022）

引用 3|浏览22

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摘要

The AL-SCF pipeline can automate the process from segmentation to classification, which may assist doctors with AD diagnosis and develop individualized medical plans for AD in clinical practice.

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关键词

Alzheimer’s disease,automatic segmentation,coronal T1 weighted images,machine learning,radiomics classification

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