Extracting Biomarkers from Dynamic Images - Approaches and Challenges

Jakub Nalepa; Michael P. Hayball; Stephen J. Brown; Michal Kawulok; Janusz Szymanek

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Paper

Extracting Biomarkers from Dynamic Images - Approaches and Challenges

Topics: Medical Imaging

In Proceedings of the 7th International Conference on Pattern Recognition Applications and Methods ICPRAM - Volume 1, 520-525, 2018 , Funchal, Madeira, Portugal

Authors: Jakub Nalepa ¹ ; Michael P. Hayball ² ; Stephen J. Brown ² ; Michal Kawulok ¹ and Janusz Szymanek ³

Affiliations: ¹ Future Processing and Silesian University of Technology, Poland ; ² Future Processing, Feedback PLC and Cambridge Computed Imaging, Poland ; ³ Future Processing, Poland

Keyword(s): DCE Imaging, Biomarkers, Medical Image Analysis.

Related Ontology Subjects/Areas/Topics: Applications ; Medical Imaging ; Pattern Recognition ; Software Engineering

Abstract: Imaging technologies have developed rapidly over the past decade proving to be valuable and effective tools for diagnosis, evaluation and treatment of many conditions, especially cancer. Dynamic contrast enhanced imaging using computed tomography or magnetic resonance has been shown particularly effective and has been intensively studied to allow for assessing the vascular support of various tumours and other tissues. In this paper, we discuss current approaches and most important challenges in extracting markers from such dynamic images. These difficulties have to be resolved in order to ultimately improve patient care.

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Paper citation in several formats:

Nalepa, J.; Hayball, M.; Brown, S.; Kawulok, M. and Szymanek, J. (2018). Extracting Biomarkers from Dynamic Images - Approaches and Challenges. In Proceedings of the 7th International Conference on Pattern Recognition Applications and Methods - ICPRAM; ISBN 978-989-758-276-9; ISSN 2184-4313, SciTePress, pages 520-525. DOI: 10.5220/0006652505200525

@conference{icpram18,
author={Jakub Nalepa. and Michael P. Hayball. and Stephen J. Brown. and Michal Kawulok. and Janusz Szymanek.},
title={Extracting Biomarkers from Dynamic Images - Approaches and Challenges},
booktitle={Proceedings of the 7th International Conference on Pattern Recognition Applications and Methods - ICPRAM},
year={2018},
pages={520-525},
publisher={SciTePress},
organization={INSTICC},
doi={10.5220/0006652505200525},
isbn={978-989-758-276-9},
issn={2184-4313},
}

TY - CONF

JO - Proceedings of the 7th International Conference on Pattern Recognition Applications and Methods - ICPRAM
TI - Extracting Biomarkers from Dynamic Images - Approaches and Challenges
SN - 978-989-758-276-9
IS - 2184-4313
AU - Nalepa, J.
AU - Hayball, M.
AU - Brown, S.
AU - Kawulok, M.
AU - Szymanek, J.
PY - 2018
SP - 520
EP - 525
DO - 10.5220/0006652505200525
PB - SciTePress