Section: New Software and Platforms

MMST

Mixtures of Multiple Scaled Student T distributions

Keywords: Health - Statistics - Brain MRI - Medical imaging - Robust clustering

Functional Description

The package implements mixtures of so-called multiple scaled Student distributions, which are generalisation of multivariate Student T distribution allowing different tails in each dimension. Typical applications include Robust clustering to analyse data with possible outliers. In this context, the model and package have been used on large data sets of brain MRI to segment and identify brain tumors.

• Participants: Alexis Arnaud, Florence Forbes and Darren Wraith

• Contact: Florence Forbes

• URL: http://mistis.inrialpes.fr/realisations.html