no code implementations • 15 Mar 2017 • Veronika Cheplygina, Lauge Sørensen, David M. J. Tax, Jesper Holst Pedersen, Marco Loog, Marleen de Bruijne
Chronic obstructive pulmonary disease (COPD) is a lung disease where early detection benefits the survival rate.
no code implementations • 18 Jan 2017 • Veronika Cheplygina, Isabel Pino Peña, Jesper Holst Pedersen, David A. Lynch, Lauge Sørensen, Marleen de Bruijne
We show that Gaussian texture features outperform intensity features previously used in multi-center classification tasks.
no code implementations • 29 Mar 2013 • Aasa Feragen, Jens Petersen, Dominik Grimm, Asger Dirksen, Jesper Holst Pedersen, Karsten Borgwardt, Marleen de Bruijne
Methodological contributions: This paper introduces a family of kernels for analyzing (anatomical) trees endowed with vector valued measurements made along the tree.