Concepedia

Performance testing of several classifiers for differentiating obstructive lung diseases based on texture analysis at high-resolution computerized tomography (HRCT)

Joon Beom Seo, June Goo Lee, Song Soo Kim, Namkug Kim, Suk Ho Kang

Computer Methods and Programs in Biomedicine · 2008 · 30 citations · 37 references

Concepts

MedicineHealth InformaticsRadiologyDiagnostic ImagingPulmonologyThoracic ImagingComputed TomographyComputer-aided DiagnosisMedical Image AnalysisMedical ImagingPulmonary ImagingTexture AnalysisComputed Tomography Texture AnalysisHigh-resolution TomographyLesion ClassificationLung DiseasesRespiratory Pattern RecognitionTexture Classification

References

37

Textural Features for Image Classification

Robert M. Haralick, I. Dinstein · IEEE Transactions on Systems Man and Cybernetics · 1973 · 22.5K citations

Computing, Earth Sciences, Computer Vision +16

Neural networks for pattern recognition

Choice Reviews Online · 1994 · 18.7K citations

Computing, Computer Science, Computer Vision +13

A Tutorial on Support Vector Machines for Pattern Recognition

Christopher J. C. Burges · Data Mining and Knowledge Discovery · 1998 · 16.4K citations

Computing, Computer Science, Data Mining +13

A method for the solution of certain non-linear problems in least squares

Kenneth Levenberg · Quarterly of Applied Mathematics · 1944 · 12.2K citations · Full text

Computing, Mathematics, Algorithms +4

A training algorithm for optimal margin classifiers

Bernhard E. Boser, Isabelle Guyon, Vladimir Vapnik · 1992 · 11.6K citations

Computing, Computer Science, Computer Vision +16