Important dates and deadlines Paper submission deadline: March 27, 2013 Acceptance notification: April 30, 2013 Workshop: 22nd-24th of June, 2013 Student Travel Awards: 3 awards of 500 USD each will be given to student applicants based on merit of paper submission This is the second call for papers for the 3rd International Workshop on Pattern Recognition in NeuroImaging, which has grown rapidly over the past few years as a forum that fosters the exchange of ideas between the machine learning and neuroimaging communities. The scientific program will feature a wide range of presentations and posters on functional and structural multivariate brain image analysis, including basic methodology and applications, as well as two keynote addresses by Tom Mitchell and Steve Smith, two international leaders in the field. Tutorials on practical application of advanced methodologies will also be presented.