Automatic grading system for human tear films

[1]  Wilhelm Burger,et al.  Digital Image Processing - An Algorithmic Introduction using Java , 2008, Texts in Computer Science.

[2]  Beatriz Remeseiro,et al.  Automatic classification of the interferential tear film lipid layer using colour texture analysis , 2013, Comput. Methods Programs Biomed..

[3]  Velitchko Manahilov,et al.  Comparative study of soft contact lenswetting in vitro after storage in Biotrue MPS , 2012 .

[4]  Beatriz Remeseiro,et al.  Statistical Comparison of Classifiers Applied to the Interferential Tear Film Lipid Layer Automatic Classification , 2012, Comput. Math. Methods Medicine.

[5]  A. Tomlinson,et al.  Effectiveness of Artificial Tears in the Management of Evaporative Dry Eye , 2012, Cornea.

[6]  Gérard Biau,et al.  Analysis of a Random Forests Model , 2010, J. Mach. Learn. Res..

[7]  Beatriz Remeseiro,et al.  Colour Texture Analysis for Classifying the Tear Film Lipid Layer: A Comparative Study , 2011, 2011 International Conference on Digital Image Computing: Techniques and Applications.

[8]  Beatriz Remeseiro,et al.  Texture and Color Analysis for the Automatic Classification of the Eye Lipid Layer , 2011, IWANN.

[9]  Chih-Jen Lin,et al.  LIBSVM: A library for support vector machines , 2011, TIST.

[10]  Nathan Efron,et al.  A survey of the use of grading scales for contact lens complications in optometric practice , 2011, Clinical & experimental optometry.

[11]  José Antonio Lozano,et al.  Sensitivity Analysis of k-Fold Cross Validation in Prediction Error Estimation , 2010, IEEE Transactions on Pattern Analysis and Machine Intelligence.

[12]  Ian H. Witten,et al.  The WEKA data mining software: an update , 2009, SKDD.

[13]  Y Jie,et al.  Prevalence of dry eye among adult Chinese in the Beijing Eye Study , 2009, Eye.

[14]  K. Mclaren XIII—The Development of the CIE 1976 (L* a* b*) Uniform Colour Space and Colour‐difference Formula , 2008 .

[15]  Christophe Baudouin,et al.  Methodologies to diagnose and monitor dry eye disease: report of the Diagnostic Methodology Subcommittee of the International Dry Eye WorkShop (2007). , 2007, The ocular surface.

[16]  Carolyn G. Begley,et al.  The epidemiology of dry eye disease: report of the Epidemiology Subcommittee of the International Dry Eye WorkShop (2007). , 2007, The ocular surface.

[17]  Christophe Baudouin,et al.  The definition and classification of dry eye disease: report of the Definition and Classification Subcommittee of the International Dry Eye WorkShop (2007). , 2007, The ocular surface.

[18]  Gerd Geerling,et al.  Management and therapy of dry eye disease: report of the Management and Therapy Subcommittee of the International Dry Eye WorkShop (2007). , 2007, The ocular surface.

[19]  Janez Demsar,et al.  Statistical Comparisons of Classifiers over Multiple Data Sets , 2006, J. Mach. Learn. Res..

[20]  Tom Fawcett,et al.  An introduction to ROC analysis , 2006, Pattern Recognit. Lett..

[21]  J. A. Recio,et al.  Study of methods based on wavelets for texture classification of high resolution images. , 2006 .

[22]  Karla Zadnik,et al.  The Repeatability of Clinical Measurements of Dry Eye , 2004, Cornea.

[23]  M. Doane,et al.  Effect of Contact Lens Materials on Tear Physiology , 2004, Optometry and vision science : official publication of the American Academy of Optometry.

[24]  A J Bron,et al.  Functional aspects of the tear film lipid layer. , 2004, Experimental eye research.

[25]  Leo Breiman,et al.  Random Forests , 2001, Machine Learning.

[26]  Christopher J. C. Burges,et al.  A Tutorial on Support Vector Machines for Pattern Recognition , 1998, Data Mining and Knowledge Discovery.

[27]  Nir Friedman,et al.  Bayesian Network Classifiers , 1997, Machine Learning.

[28]  Sabine Süsstrunk,et al.  Opponent Color Space Motivated by Retinal Processing , 2002, CGIV.

[29]  A J Bron,et al.  Diagnosis of dry eye. , 2001, Survey of ophthalmology.

[30]  M. Zierhut,et al.  The ocular surface and tear film and their dysfunction in dry eye disease. , 2001, Survey of ophthalmology.

[31]  DeLiang Wang,et al.  Texture segmentation using Gaussian-Markov random fields and neural oscillator networks , 2001, IEEE Trans. Neural Networks.

[32]  Nathan Efron,et al.  Validation of grading scales for contact lens complications , 2001, Ophthalmic & physiological optics : the journal of the British College of Ophthalmic Opticians.

[33]  R. Klein,et al.  Prevalence of and risk factors for dry eye syndrome. , 2000, Archives of ophthalmology.

[34]  K. Zadnik,et al.  Frequency of Dry Eye Diagnostic Test Procedures Used in Various Modes of Ophthalmic Practice , 2000, Cornea.

[35]  E. Ziegel Engineering Statistics , 2004, Technometrics.

[36]  Nicolai Petkov,et al.  Comparison of texture features based on Gabor filters , 1999, Proceedings 10th International Conference on Image Analysis and Processing.

[37]  J. C. BurgesChristopher A Tutorial on Support Vector Machines for Pattern Recognition , 1998 .

[38]  Stephen J. Sangwine,et al.  The Colour Image Processing Handbook (Optoelectronics, Imaging and Sensing) , 1998 .

[39]  S. Sangwine,et al.  The Colour Image Processing Handbook , 1998, Springer US.

[40]  Nathan Efron,et al.  Clinical application of grading scales for contact lens complications , 1997 .

[41]  Finn Verner Jensen,et al.  Introduction to Bayesian Networks , 2008, Innovations in Bayesian Networks.

[42]  Ingrid Daubechies,et al.  Ten Lectures on Wavelets , 1992 .

[43]  Stéphane Mallat,et al.  A Theory for Multiresolution Signal Decomposition: The Wavelet Representation , 1989, IEEE Trans. Pattern Anal. Mach. Intell..

[44]  M. Doane,et al.  An instrument for in vivo tear film interferometry. , 1989, Optometry and vision science : official publication of the American Academy of Optometry.

[45]  M. H. Freeman,et al.  Chapter 14 – Interference and optical films , 1980 .

[46]  Robert M. Haralick,et al.  Textural Features for Image Classification , 1973, IEEE Trans. Syst. Man Cybern..

[47]  John W. Woods,et al.  Two-dimensional discrete Markovian fields , 1972, IEEE Trans. Inf. Theory.

[48]  A. Linksz Outlines of a Theory of the Light Sense. , 1965 .

[49]  Ewald Hering Outlines of a theory of the light sense , 1964 .

[50]  Dennis Gabor,et al.  Theory of communication , 1946 .

[51]  F. Wilcoxon Individual Comparisons by Ranking Methods , 1945 .

[52]  C. H. Goulden,et al.  Methods of Statistical Analysis , 1939 .

[53]  M. Friedman The Use of Ranks to Avoid the Assumption of Normality Implicit in the Analysis of Variance , 1937 .