A multi-scale graph-based grading framework on MRI achieves 81% AUC for predicting MCI to AD conversion on ADNI-1, rising to 85% when combined with cognitive scores.
Detection of Alzheimer’s disease signature in MR images seven years before conversion to dementia: Toward an early individual prognosis.Human brain mapping, 36(12):4758–4770, 2015
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Multi-scale Graph-based Grading for Alzheimer's Disease Prediction
A multi-scale graph-based grading framework on MRI achieves 81% AUC for predicting MCI to AD conversion on ADNI-1, rising to 85% when combined with cognitive scores.