Identifying AD-Sensitive and Cognition-Relevant Imaging Biomarkers via Joint Classification and Regression

@article{Wang2011IdentifyingAA,
  title={Identifying AD-Sensitive and Cognition-Relevant Imaging Biomarkers via Joint Classification and Regression},
  author={Hua Wang and Feiping Nie and Heng Huang and Shannon L. Risacher and Andrew J. Saykin and Li Shen},
  journal={Medical image computing and computer-assisted intervention : MICCAI ... International Conference on Medical Image Computing and Computer-Assisted Intervention},
  year={2011},
  volume={14 Pt 3},
  pages={115-23}
}
Traditional neuroimaging studies in Alzheimer's disease (AD) typically employ independent and pairwise analyses between multimodal data, which treat imaging biomarkers, cognitive measures, and disease status as isolated units. To enhance mechanistic understanding of AD, in this paper, we conduct a new study for identifying imaging biomarkers that are… CONTINUE READING

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