Seminar: Machine learning approaches for clinical neuroimaging data

SpeakerJanaina Mourao-Miranda, Jane Maryam Rondina, Maria Joao Rosa
DateFriday, 28 Sep 2012
Time12:30 - 14:00
LocationCruciform B404 - LT2
Event seriesDeepMind CSML Seminar Series

Our group is interested in developing mathematical models and tools for
the application of novel machine learning techniques to the analysis of
brain imaging data. We focus on the diagnosis and prognosis of psychiatric
disorders and on understanding affective processing in normal and patients
groups. In this talk we will describe the machine-learning framework we
use for pattern recognition analysis of neuroimaging data. We will
introduce the relevant clinical questions that can be addressed with this
framework and briefly describe our current methodological developments to
investigate these questions, such as new feature selection, multivariate
brain mapping and generative embedding approaches. We will also present
our recently developed software: Pattern Recognition for Neuroimaging
Toolbox, aka PRoNTo

Slides for the talk: Part 1, Part 2, Part 3

iCalendar csml_id_74.ics