Publication | Closed Access
Using MapReduce for Large-Scale Medical Image Analysis
50
Citations
2
References
2012
Year
Unknown Venue
EngineeringBiometricsMap-reduceDiagnostic ImagingSolid Texture ClassificationImage AnalysisData SciencePattern RecognitionRadiologyHealth SciencesMedical ImagingMedical Image ComputingParameter OptimizationComputer VisionLung Texture ClassificationBiomedical ImagingComputer-aided DiagnosisClinical ImageTexture AnalysisMedical Image AnalysisHealth InformaticsBig Data
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.
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