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Proceedings Paper

LMIK - learning medical image knowledge: an Internet-based medical image knowledge acquisition framework
Author(s): Mamatha Rudrapatna; Arcot Sowmya; Tatjana Zrimec; Peter Wilson; George Kossoff; Phil Lucas; James Wong; Avishkar Misra; Sata Busayarat
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Paper Abstract

As part of the Learning Medical Imaging Knowledge project, we are developing a knowledge-based, machine learning and knowledge acquisition framework for systematic feature extraction and recognition of a range of lung diseases from High Resolution Computed Tomography (HRCT) images. This framework allows radiologists to remotely diagnose and share expert knowledge about lung HRCT interpretation, which is then used to develop a Computer Aided Diagnosis (CAD) system for lung disease. In this paper, we describe the knowledge acquisition system LMIK, which is Internet-based and platform-independent. The LMIK utilises the Internet to provide users with secure access to patient and research data and facilitates communication among highly qualified radiologists and researchers. It is currently used by five radiologists and over 20 researchers and has proved to be an invaluable research tool. Research is underway to develop computer algorithms for automatic diagnosis of lung diseases. In future, these algorithms will be integrated into LMIK to equip it with CAD capabilities to improve diagnostic accuracy of radiologists and extend availability of expert clinical knowledge to wider communities.

Paper Details

Date Published: 15 December 2003
PDF: 12 pages
Proc. SPIE 5304, Internet Imaging V, (15 December 2003); doi: 10.1117/12.526290
Show Author Affiliations
Mamatha Rudrapatna, Univ. of New South Wales (Australia)
Arcot Sowmya, Univ. of New South Wales (Australia)
Tatjana Zrimec, Univ. of New South Wales (Australia)
Peter Wilson, Medical Imaging Australasia Ltd. (Australia)
George Kossoff, Medical Imaging Australasia Ltd. (Australia)
Phil Lucas, Medical Imaging Australasia Ltd. (Australia)
James Wong, Univ. of New South Wales (Australia)
Avishkar Misra, Univ. of New South Wales (Australia)
Sata Busayarat, Univ. of New South Wales (Australia)


Published in SPIE Proceedings Vol. 5304:
Internet Imaging V
Simone Santini; Raimondo Schettini, Editor(s)

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