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Using MapReduce for Large-Scale Medical Image Analysis

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5 Author(s)
Markonis, D. ; Bus. Inf. Syst., Univ. of Appl. Sci. Western Switzerland (HES-SO), Sierre, Switzerland ; Schaer, R. ; Eggel, I. ; Muller, H.
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In this paper, MapReduce is used to speed up and make possible three large-scale medical image processing use-cases: (i) parameter optimization for lung texture classification using support vector machines (SVM), (ii) content-based medical image indexing, and (iii) three-dimensional directional wavelet analysis for solid texture classification.

Published in:

Healthcare Informatics, Imaging and Systems Biology (HISB), 2012 IEEE Second International Conference on

Date of Conference:

27-28 Sept. 2012

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