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The State of the Art of Medical Imaging Technology: from Creation to Archive and Back

Medical imaging has learnt itself well into modern medicine and revolutionized medical industry in the last 30 years. Stemming from the discovery of X-ray by Nobel laureate Wilhelm Roentgen, radiology was born, leading to the creation of large quantities of digital images as opposed to film-based me...

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Detalles Bibliográficos
Autores principales: Gao, Xiaohong W, Qian, Yu, Hui, Rui
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Bentham Open 2011
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC3170936/
https://www.ncbi.nlm.nih.gov/pubmed/21915232
http://dx.doi.org/10.2174/1874431101105010073
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author Gao, Xiaohong W
Qian, Yu
Hui, Rui
author_facet Gao, Xiaohong W
Qian, Yu
Hui, Rui
author_sort Gao, Xiaohong W
collection PubMed
description Medical imaging has learnt itself well into modern medicine and revolutionized medical industry in the last 30 years. Stemming from the discovery of X-ray by Nobel laureate Wilhelm Roentgen, radiology was born, leading to the creation of large quantities of digital images as opposed to film-based medium. While this rich supply of images provides immeasurable information that would otherwise not be possible to obtain, medical images pose great challenges in archiving them safe from corrupted, lost and misuse, retrievable from databases of huge sizes with varying forms of metadata, and reusable when new tools for data mining and new media for data storing become available. This paper provides a summative account on the creation of medical imaging tomography, the development of image archiving systems and the innovation from the existing acquired image data pools. The focus of this paper is on content-based image retrieval (CBIR), in particular, for 3D images, which is exemplified by our developed online e-learning system, MIRAGE, home to a repository of medical images with variety of domains and different dimensions. In terms of novelties, the facilities of CBIR for 3D images coupled with image annotation in a fully automatic fashion have been developed and implemented in the system, resonating with future versatile, flexible and sustainable medical image databases that can reap new innovations.
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spelling pubmed-31709362011-09-13 The State of the Art of Medical Imaging Technology: from Creation to Archive and Back Gao, Xiaohong W Qian, Yu Hui, Rui Open Med Inform J Article Medical imaging has learnt itself well into modern medicine and revolutionized medical industry in the last 30 years. Stemming from the discovery of X-ray by Nobel laureate Wilhelm Roentgen, radiology was born, leading to the creation of large quantities of digital images as opposed to film-based medium. While this rich supply of images provides immeasurable information that would otherwise not be possible to obtain, medical images pose great challenges in archiving them safe from corrupted, lost and misuse, retrievable from databases of huge sizes with varying forms of metadata, and reusable when new tools for data mining and new media for data storing become available. This paper provides a summative account on the creation of medical imaging tomography, the development of image archiving systems and the innovation from the existing acquired image data pools. The focus of this paper is on content-based image retrieval (CBIR), in particular, for 3D images, which is exemplified by our developed online e-learning system, MIRAGE, home to a repository of medical images with variety of domains and different dimensions. In terms of novelties, the facilities of CBIR for 3D images coupled with image annotation in a fully automatic fashion have been developed and implemented in the system, resonating with future versatile, flexible and sustainable medical image databases that can reap new innovations. Bentham Open 2011-07-27 /pmc/articles/PMC3170936/ /pubmed/21915232 http://dx.doi.org/10.2174/1874431101105010073 Text en © Gao et al.; Licensee Bentham Open. http://creativecommons.org/licenses/by-nc/3.0/ This is an open access article licensed under the terms of the Creative Commons Attribution Non-Commercial License (http://creativecommons.org/licenses/by-nc/3.0/) which permits unrestricted, non-commercial use, distribution and reproduction in any medium, provided the work is properly cited.
spellingShingle Article
Gao, Xiaohong W
Qian, Yu
Hui, Rui
The State of the Art of Medical Imaging Technology: from Creation to Archive and Back
title The State of the Art of Medical Imaging Technology: from Creation to Archive and Back
title_full The State of the Art of Medical Imaging Technology: from Creation to Archive and Back
title_fullStr The State of the Art of Medical Imaging Technology: from Creation to Archive and Back
title_full_unstemmed The State of the Art of Medical Imaging Technology: from Creation to Archive and Back
title_short The State of the Art of Medical Imaging Technology: from Creation to Archive and Back
title_sort state of the art of medical imaging technology: from creation to archive and back
topic Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC3170936/
https://www.ncbi.nlm.nih.gov/pubmed/21915232
http://dx.doi.org/10.2174/1874431101105010073
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