NeuroImage
Converse or Reverse? Machine-learning Modeling for Disease Progression: A Study Based on Alzheimer's Disease Continuum Cohort.
Yujing Huang, Hao Zhang, Buqing Ma, Zhe Yu, Shenyi Dai, Lu Cheng, Li Su, Gaoyi Yang, Qingguo Ma, Alzheimer’s Disease Neuroimaging Initiative (ADNI)
Published: 202610.1016/j.neuroimage.2026.121754
Abstract
INTRODUCTION: Longitudinal trajectories from healthy aging to Mild Cognitive Impairment and Alzheimer's Disease involve complex mechanisms. METHODS: We evaluated five machine learning approaches (Random Forest, Support Vector Machines, Radial Basis F…
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