Rule-based Classification of Visual Field Defects

Enkelejda Kasneci, Gjergji Kasneci, Ulrich Schiefer, Wolfgang Rosenstiel

2014

Abstract

The automated recognition of the visual field defect type from results of visual field testing is crucial for the adequate diagnosis and treatment of the underlying disease of the visual system. This paper presents a reliable rule-based classifier that emulates the decision strategies of expert ophthalmologists based on a two-level approach that combines methods of unsupervised learning.

Paper Citation

in Harvard Style

Kasneci E., Kasneci G., Schiefer U. and Rosenstiel W. (2014). Rule-based Classification of Visual Field Defects . In Proceedings of the International Conference on Health Informatics - Volume 1: HEALTHINF, (BIOSTEC 2014) ISBN 978-989-758-010-9, pages 34-42. DOI: 10.5220/0004746200340042

in Bibtex Style

@conference{healthinf14,
author={Enkelejda Kasneci and Gjergji Kasneci and Ulrich Schiefer and Wolfgang Rosenstiel},
title={Rule-based Classification of Visual Field Defects},
booktitle={Proceedings of the International Conference on Health Informatics - Volume 1: HEALTHINF, (BIOSTEC 2014)},
year={2014},
pages={34-42},
publisher={SciTePress},
organization={INSTICC},
doi={10.5220/0004746200340042},
isbn={978-989-758-010-9},
}

in EndNote Style

TY - CONF
JO - Proceedings of the International Conference on Health Informatics - Volume 1: HEALTHINF, (BIOSTEC 2014)
TI - Rule-based Classification of Visual Field Defects
SN - 978-989-758-010-9
AU - Kasneci E.
AU - Kasneci G.
AU - Schiefer U.
AU - Rosenstiel W.
PY - 2014
SP - 34
EP - 42
DO - 10.5220/0004746200340042