PASCAL - Pattern Analysis, Statistical Modelling and Computational Learning

X-ray categorization and spatial localization of chest pathologies
Uri Avni, Hayit Greenspan and Jacob Goldberger
In: MICCAI 2011, 18-21 Sep 2011, Toronto, Canada.

Abstract

In this study we present an ecient image categorization sys- tem for medical image databases utilizing a local patch representation based on both content and location. The system discriminates between healthy and pathological cases and indicates the subregion in the image that is automatically found to be most relevant for the decision. We show an application to pathology-level categorization of chest x-ray data, the most popular examination in radiology. Experimental results are pro- vided on chest radiographs taken from routine hospital examinations.

EPrint Type:Conference or Workshop Item (Paper)
Project Keyword:Project Keyword UNSPECIFIED
Subjects:Machine Vision
ID Code:8800
Deposited By:Jacob Goldberger
Deposited On:21 February 2012