Med Image Anal 2021 01 6;67:101848. Epub 2020 Oct 6.
Inria, Aramis project-team, Paris, F-75013, France; Institut du Cerveau et de la Moelle épinière, ICM, Paris, F-75013, France; Inserm, U 1127, Paris, F-75013, France; CNRS, UMR 7225, Paris, F-75013, France; Sorbonne Université, Paris, F-75013, France.
We performed a systematic review of studies focusing on the automatic prediction of the progression of mild cognitive impairment to Alzheimer's disease (AD) dementia, and a quantitative analysis of the methodological choices impacting performance. This review included 172 articles, from which 234 experiments were extracted. For each of them, we reported the used data set, the feature types, the algorithm type, performance and potential methodological issues. Read More