Improving glaucoma diagnosis by the combination of perimetry and HRT measurements

Journal of Glaucoma

Volumn 15, Issue 4, 2006, Pages 299-305

  Mardin, Christian Y ^a   Peters, Andrea ^b   Horn, Folkert ^a   Jünemann, Anselm G ^a   Lausen, Berthold ^b  

^a UNIVERSITY HOSPITAL ERLANGEN   (Germany)

^b UNIVERSITY OF ERLANGEN NUREMBERG   (Germany)

Author keywords

Automated diagnosis; Glaucoma; HRT; Perimetry

Indexed keywords

ADULT; ARTICLE; CALCULATION; COMPUTER PROGRAM; CONTROLLED STUDY; DATA ANALYSIS; DIAGNOSTIC ACCURACY; DIAGNOSTIC PROCEDURE; FEMALE; GLAUCOMA; GONIOSCOPY; HEIDELBERG RETINA TOMOGRAPHY; HUMAN; MAJOR CLINICAL STUDY; MALE; OPTIC DISK; PERIMETRY; PRIORITY JOURNAL; REGISTER; SLIT LAMP; STANDARD; STEREORADIOGRAPHY; TOMOGRAPHY; TONOMETRY;

FEMALE; GLAUCOMA; HUMANS; MALE; MIDDLE AGED; OPTIC DISK; PERIMETRY; PROGNOSIS; ROC CURVE; SEVERITY OF ILLNESS INDEX; TOMOGRAPHY; VISUAL FIELDS;

EID: 33746459739     PISSN: 10570829     EISSN: None     Source Type: Journal    
DOI: 10.1097/01.ijg.0000212232.03664.ee     Document Type: Article

References (22)

1. Bosworth CF, Sample PA, Williams JM, et al. Spatial relationship of motion automated perimetry and optic disc topography in patients with glaucomatous optic neuropathy. J Glaucoma. 1999;8:281-289.
2. Anton A, Yamagishi N, Zangwill L, et al. Mapping structural to functional damage in glaucoma with standard automated perimetry and confocal scanning laser ophthalmoscopy. Am J Ophthalmol. 1998;125:436-446.
3. Jonas JB, Grundler AE. Correlation between mean visual field loss and morphometric optic disk variables in the open-angle glaucomas. Am J Ophthalmol. 1997;124:488-497.
4. Yamagishi N, Anton A, Sample PA, et al. Mapping structural damage of the optic disk to visual field defect in glaucoma. Am J Ophthalmol. 1997;123:667-676.
5. Boden C, Sample PA, Boehm AG, et al. The structure-function relationship in eyes with glaucomatous visual field loss that crosses the horizontal meridian. Arch Ophthalmol. 2002;120:907-912.
6. Cullinane AB, Waldock A, Diamond JP, et al. Optic disc cup slope and visual field indices in normal, ocular hypertensive and early glaucomatous eyes. Br J Ophthalmol. 2002;86:555-559.
7. Bartz-Schmidt KU, Jonsecu-Cuypers CP, Thumann G, et al. Effect of the contour line on cup surface using the Heidelberg Retina Tomograph. Klin Monatsbl Augenheilkd. 1996;209:292-297.
8. Mardin CY, Horn FK. Influence of optic disc size on the sensitivity of the Heidelberg Retina Tomograph. Graefes Arch Clin Exp Ophthalmol. 1998;236:641-645.
9. Jonas JB, Gusek GC, Naumann GOH. Optic disc, cup and neuroretinal rim size, configuration, and correlations in normal eyes. Invent Ophthamol Vis. Sci. 1988;29:1151-1158.
10. Läuter J, Glimm E, Kropf S. Multivariate tests based on left-spherically distributed linear scores. Ann Stat. 1998;26:1972-1988.
11. Läuter J. Stabile multivariate Verfahren: Diskriminanzanalyse- Regressionsanalyse-Faktoranalyse. Berlin: Akademie Verlag; 1992.
12. Breiman L, Friedman JH, Olshen RA, et al. Classification and Regression Trees. California: Wadsworth; 1984.
13. Breiman L. Bagging predictors. Mach Learning. 1996;24:123-140.
14. Breiman L. Using iterated bagging to Debias Regressions. Machine Learning. 2001;45:261-277.
15. Hothorn T, Lausen B. Double-bagging: combining classifiers by bootstrap aggregation. Pattern Recognition. 2003;36:1303-1309.
16. Breiman L. Out-of-bag estimation. Technical Report, Statistics Department. Berkeley CA 94708: University of California Berkeley; 1996.
17. Ihaka R, Gentleman R. R: a language for data analysis and graphics. J Comput Graphical Stat. 1996;5:299-314.
18. Peters A, Hothorn T, Lausen B. ipred: improved predictors. R News. 2002;2:33-36.
19. Gordon MO, Beiser JA, Brandt JD, et al. The Ocular Hypertension Treatment Study: baseline factors that predict the onset of primary open-angle glaucoma. Arch Opthalmol. 2002;120:714-720.
20. Jonas JB, Müller-Bergh JA, Schlötzer-Schrehardt UM, et al. Histomorphometry of the human optic nerve. Invest Ophthalmol Vis Sci. 1990;31:736-744.
21. Weih LM, Mukesh BN, McCarty CA, et al. Association of demographic, familial, medical, and ocular factors with intraocular pressure. Arch Ophthalmol. 2001;119:875-880.
22. Mardin CY, Hothorn T, Peters A, et al. New glaucoma classification method based on standard HRT parameters by Bagging Classification Trees. J Glaucoma. 2003;12:340-346.