Fabrice Heitz

Anomaly Detection in Single Subject vs Group Using Manifold Learning

This paper compares several linear and non-linear multivariate models for the detection of abnormal patterns in neuroimaging data, when comparing a single subject to a normal control group. The proposed methods learn the manifold spanned by the normal controls using non-linear dimension reduction te…