A Novel Grading Biomarker for the Prediction of Conversion From Mild Cognitive Impairment to Alzheimer's Disease

2016162 citationsJournal Article

Authors

Tong Tong · Imperial College London

Qinquan Gao · Fuzhou University

Ricardo Guerrero · Imperial College London

Christian Ledig · Imperial College London

Liang Chen · Imperial College London

Daniel Rueckert · Imperial College London

Alzheimer’s Disease Neuroimaging Initiative ·

Abstract

The evaluation on the ADNI dataset shows the efficacy of the proposed biomarker and demonstrates a significant contribution in accurate prediction of MCI-to-AD conversion.

Topics & Keywords

Dementia and Cognitive Impairment Research Alzheimer's disease research and treatments Health, Environment, Cognitive Aging

UN Sustainable Development Goals

Reduced inequalities

Publication Details

Published in: IEEE Transactions on Biomedical Engineering

Volume 64, Issue 1, pp. 155-165

DOI: 10.1109/tbme.2016.2549363

Field-Weighted Citation Impact: 8.89