loading
Papers Papers/2022 Papers Papers/2022

Research.Publish.Connect.

Paper

Paper Unlock

Authors: Manuel Möller 1 and Saikat Mukherjee 2

Affiliations: 1 German Research Center for Artificial Intelligence (DFKI GmbH), Germany ; 2 Siemens Corporate Research, United States

Keyword(s): Semantic Search, Medical Image Retrieval, Semantic PACS.

Related Ontology Subjects/Areas/Topics: Biomedical Engineering ; Data Engineering ; Enterprise Information Systems ; Health Information Systems ; Information Systems Analysis and Specification ; Knowledge Management ; Ontologies and the Semantic Web ; Semantic Interoperability ; Society, e-Business and e-Government ; Support for Clinical Decision-Making ; Web Information Systems and Technologies

Abstract: The enormous volume of medical images and the complexity of clinical information systems make searching for relevant images a challenging task. We describe techniques for annotating and searching medical images using ontological semantic concepts. In contrast to extant multimedia semantic annotation work, our technique uses the context from mappings between multiple ontologies to constrain the semantic space and quickly identify relevant concepts. We have implemented a system using the FMA and RadLex anatomical ontologies, the ICD disease taxonomy, and have coupled the techniques with the DICOM standard for easy deployment in current PAC environments. Preliminary quantitative and qualitative experiments validate the effectiveness of the techniques.

CC BY-NC-ND 4.0

Sign In Guest: Register as new SciTePress user now for free.

Sign In SciTePress user: please login.

PDF ImageMy Papers

You are not signed in, therefore limits apply to your IP address 3.140.242.165

In the current month:
Recent papers: 100 available of 100 total
2+ years older papers: 200 available of 200 total

Paper citation in several formats:
Möller, M. and Mukherjee, S. (2009). CONTEXT-DRIVEN ONTOLOGICAL ANNOTATIONS IN DICOM IMAGES - Towards Semantic PACS. In Proceedings of the International Conference on Health Informatics (BIOSTEC 2009) - HEALTHINF; ISBN 978-989-8111-63-0; ISSN 2184-4305, SciTePress, pages 294-299. DOI: 10.5220/0001550202940299

@conference{healthinf09,
author={Manuel Möller. and Saikat Mukherjee.},
title={CONTEXT-DRIVEN ONTOLOGICAL ANNOTATIONS IN DICOM IMAGES - Towards Semantic PACS},
booktitle={Proceedings of the International Conference on Health Informatics (BIOSTEC 2009) - HEALTHINF},
year={2009},
pages={294-299},
publisher={SciTePress},
organization={INSTICC},
doi={10.5220/0001550202940299},
isbn={978-989-8111-63-0},
issn={2184-4305},
}

TY - CONF

JO - Proceedings of the International Conference on Health Informatics (BIOSTEC 2009) - HEALTHINF
TI - CONTEXT-DRIVEN ONTOLOGICAL ANNOTATIONS IN DICOM IMAGES - Towards Semantic PACS
SN - 978-989-8111-63-0
IS - 2184-4305
AU - Möller, M.
AU - Mukherjee, S.
PY - 2009
SP - 294
EP - 299
DO - 10.5220/0001550202940299
PB - SciTePress

- Science and Technology Publications, Lda.
RESOURCES

Proceedings

Papers

Authors

Ontology

CONTACTS

Science and Technology Publications, Lda
Avenida de S. Francisco Xavier, Lote 7 Cv. C,
2900-616 Setúbal, Portugal.

Phone: +351 265 520 185 (National fixed network call)
Fax: +351 265 520 186
Email: info@scitepress.org

EXTERNAL LINKS

PRIMORIS

INSTICC

SCITEVENTS

CROSSREF

PROCEEDINGS SUBMITTED FOR INDEXATION BY:

dblp

Ei Compendex

SCOPUS

Semantic Scholar

Google Scholar

Microsoft Academic