Discriminative self-representation sparse regression for neuroimaging-based alzheimer's disease diagnosis.

In this paper, we propose a novel feature selection method by jointly considering (1) 'task-specific' relations between response variables (e.g., clinical labels in this work) and neuroimaging features and (2) 'self-representation' relations among neuroimaging features in a sparse regression framewo...

Descripción completa

Detalles Bibliográficos
Publicado en:Brain Imaging & Behavior Vol. 13; no. 1; pp. 27 - 41
Autores principales: Zhu, Xiaofeng, Suk, Heung-Il, Lee, Seong-Whan, Shen, Dinggang
Formato: research Journal Article
Publicado: Springer Nature Feb2019
Acceso en línea:Ver este registro en EBSCOhost