2010 · 11 citations · 17 references
MedicineComputer ScienceRadiologyComputer VisionDiagnostic ImagingDiagnostic RadiologyColonic DiseasesColorectal CancerComputer-aided DiagnosisGastrointestinal ImagingMedical Image AnalysisTexture AnalysisColonic ImagingColonic PolypsColonographyColonoscopy ScreeningComputer-aided DetectionGround-truth ValidationPolyp Location AssessmentTexture Features
Computer Tomographic Colonography, combined with computer-aided detection (CAD), is a promising emerging technique for colonic polyp analysis. We present a CAD scheme for polyp flagging based on new texture and geometric features that consider both the information in the candidate polyp location and its immediate surrounding area, testing multiple sizes. The proposed algorithm is tested with ground truth data, including flat and small polyps, with very promising results.
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SMOTE: Synthetic Minority Over-sampling Technique
Nitesh V. Chawla, Kevin W. Bowyer, Lawrence Hall et al. · Journal of Artificial Intelligence Research · 2002 · 31.2K citations · Full text
Marching cubes: A high resolution 3D surface construction algorithm
William E. Lorensen, H. E. Cline · 1987 · 10.2K citations · Full text
Computing, Radiology, Visualization +17
The foundations of cost-sensitive learning
Charles Elkan · 2001 · 1.8K citations