July, 2012

Registered atlases exhibit spatially varying behavior. Representative slices from an expertly labeled MR brain image and CT head and neck image are shown in (A). Example registered atlases with their local performance can be seen in (B) and (C).

Formulating Spatially Varying Performance in the Statistical Fusion Framework

Jul. 31, 2012—Andrew J. Asman and Bennett A. Landman, “Formulating Spatially Varying Performance in the Statistical Fusion Framework”, IEEE Transactions on Medical Imaging. 2012 Jun;31(6):1326-36. PMC3368083 † Full text: https://www.ncbi.nlm.nih.gov/pmc/articles/PMC3368083/ Abstract To date, label fusion methods have primarily relied either on global (e.g. STAPLE, globally weighted vote) or voxelwise (e.g. locally weighted vote) performance models. Optimality of...