Crutchfield Information Metric for Quantifying the Inter-sequence Relationship of Multiparametric MRI Data

Jens Kleesiek; Armin Biller; Kai Ueltzhöffer

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Paper

Crutchfield Information Metric for Quantifying the Inter-sequence Relationship of Multiparametric MRI Data

Topics: Image Processing Methods; Magnetic Resonance Imaging (MRI); Medical Imaging and Diagnosis

In Proceedings of the International Conference on Bioimaging - Volume 0BIOSTEC, 5-12, 2015 , Lisbon, Portugal

Authors: Jens Kleesiek ¹ ; Armin Biller ² and Kai Ueltzhöffer ³

Affiliations: ¹ Heidelberg University Hospital, Heidelberg University and German Cancer Research Center, Germany ; ² Heidelberg University Hospital and German Cancer Research Center, Germany ; ³ Heidelberg University Hospital, Germany

Keyword(s): Multiparametric MRI, Crutchfield Information Metric, MRI Quality Control.

Related Ontology Subjects/Areas/Topics: Bioimaging ; Biomedical Engineering ; Cardiovascular Imaging and Cardiography ; Cardiovascular Technologies ; Health Engineering and Technology Applications ; Image Processing Methods ; Magnetic Resonance Imaging ; Medical Imaging and Diagnosis ; NeuroSensing and Diagnosis ; Neurotechnology, Electronics and Informatics

Abstract: A plethora of different MRI sequences exists. To automatically structure this ’zoo’ of available sequences we propose the usage of a framework rooted in information theory. In this paper we show that the Crutchfield information metric is a suitable distance measure for this purpose. It is demonstrated that the physical relationship can be inferred with this metric solely based on the voxel intensities. As future applications we envisage MRI sequence quality control and standardization.

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Paper citation in several formats:

Kleesiek, J.; Biller, A. and Ueltzhöffer, K. (2015). Crutchfield Information Metric for Quantifying the Inter-sequence Relationship of Multiparametric MRI Data. In Proceedings of the International Conference on Bioimaging (BIOSTEC 2015) - BIOIMAGING; ISBN 978-989-758-072-7; ISSN 2184-4305, SciTePress, pages 5-12. DOI: 10.5220/0005181800050012

@conference{bioimaging15,
author={Jens Kleesiek. and Armin Biller. and Kai Ueltzhöffer.},
title={Crutchfield Information Metric for Quantifying the Inter-sequence Relationship of Multiparametric MRI Data},
booktitle={Proceedings of the International Conference on Bioimaging (BIOSTEC 2015) - BIOIMAGING},
year={2015},
pages={5-12},
publisher={SciTePress},
organization={INSTICC},
doi={10.5220/0005181800050012},
isbn={978-989-758-072-7},
issn={2184-4305},
}

TY - CONF

JO - Proceedings of the International Conference on Bioimaging (BIOSTEC 2015) - BIOIMAGING
TI - Crutchfield Information Metric for Quantifying the Inter-sequence Relationship of Multiparametric MRI Data
SN - 978-989-758-072-7
IS - 2184-4305
AU - Kleesiek, J.
AU - Biller, A.
AU - Ueltzhöffer, K.
PY - 2015
SP - 5
EP - 12
DO - 10.5220/0005181800050012
PB - SciTePress