Detection of structural damage from glaucoma with confocal laser image analysis

Investigative Ophthalmology and Visual Science

Volumn 37, Issue 12, 1996, Pages 2393-2401

  Uchida, Hideya ^a   Brigatti, Luca ^a   Caprioli, Joseph ^a  

^a YALE UNIVERSITY SCHOOL OF MEDICINE   (United States)

Author keywords

confocal scanning laser; cup shape measure; early glaucoma; neural networks; receiver operating characteristic curves

Indexed keywords

ADULT; AGED; ARTICLE; CONFOCAL LASER MICROSCOPY; CONTROLLED STUDY; DIAGNOSTIC ACCURACY; GLAUCOMA; HUMAN; HUMAN TISSUE; IMAGE ANALYSIS; MAJOR CLINICAL STUDY; MATHEMATICAL ANALYSIS; NERVE CELL NETWORK; PRIORITY JOURNAL; QUANTITATIVE DIAGNOSIS;

FEMALE; GLAUCOMA, OPEN-ANGLE; HUMANS; IMAGE PROCESSING, COMPUTER-ASSISTED; MALE; MICROSCOPY, CONFOCAL; MIDDLE AGED; MULTIVARIATE ANALYSIS; NERVE FIBERS; NERVE NET; OPTIC DISK; OPTIC NERVE; PHOTOGRAPHY; REPRODUCIBILITY OF RESULTS; ROC CURVE; SENSITIVITY AND SPECIFICITY;

EID: 0029804465     PISSN: 01460404     EISSN: None     Source Type: Journal    
DOI: None     Document Type: Article

References (41)

1. Armaly MF. The correlation between appearance of the optic cup and visual function. Trans Am Acad Ophthalmol Otolaryngol. 1969;73:898-913.
2. Schwartz B. Cupping and pallor of the optic disc. Arch Ophthalmol. 1973;89:272-277.
3. Kirsch RE, Anderson DR. Identification of the glaucomatous disc. Trans Am Acad Ophthalmol Otolaryngol. 1973;77:OP143-OP156.
4. Read RM, Spaeth GL. The practical clinical appraisal of the optic disc in glaucoma: The natural history of cup progression and some specific disc-field correlations. Trans Am Acad Ophthalmol Otolaryngol. 1974;78: OP255-OP274.
5. Sommer A, Katz J, Quigley HA, et al. Clinically detectable nerve fiber atrophy precedes the onset of glaucomatous field loss. Arch Ophthalmol. 1991;109:77-83.
6. Quigley HA, Addicks EM, Green WR. Optic nerve damage in human glaucoma. III. Quantitative correlation of nerve fiber loss and visual field defect in glaucoma, ischemic neuropathy, papilledema, and toxic neuropathy. Arch Ophthalmol. 1982;100:135-146.
7. Zeyen T, Caprioli J. Progression of disc and field damage in early glaucoma. Arch Ophthalmol. 1993;111:62-65.
8. Anderson DR. The management of elevated intraocular pressure with normal optic discs and visual fields. Surv Ophthalmol. 1977;21:479-493.
9. Armaly MF. Lessons to be learned from the collaborative glaucoma study. Surv Ophthalmol. 1980;3:139-44.
10. Leske MC. The epidemiology of open-angle glaucoma: A review. Am J Epidemiol. 1983;118:166-191.
11. Sommer A, Tielsch JM, Katz J, et al. Relationship between intraocular pressure and primary open angle glaucoma among white and black Americans. Arch Ophthalmol. 1991;109:1090-1095.
12. Cioffi GA, Robin AL, Eastman RD, Perell HF, Sarfarazi FA, Kelman SE. Confocal laser scanning ophthalmoscope. Reproducibility of optic nerve head topographic measurements with the confocal scanning ophthalmoscope. Ophthalmology. 1993;100:57-62.
13. Dreher AW, Tso PC, Weinreb RN. Reproducibility of topographic measurements of the normal and glaucomatous optic nerve head with the laser topographic scanner. Am J Ophthalmol. 1991;111:221-229.
14. Weinreb RN, Dreher AW. Reproducibility and accuracy of topographic measurements of the optic nerve head with the laser topographic scanner. In: Neasemann JE, Burk ROW, eds. Scanning Laser Ophthalmoscopy and Tomography. München, Germany: Quintessenz 1990:177-182.
15. Weinreb RN, Shakiba SZ. Scanning laser polarimetry to measure the nerve fiber layer of normal and glaucomatous eyes. Am J Ophthalmol. 1995;116:627-636.
16. Brigatti L, Weitzman M, Caprioli J. Regional test-retest variability of confocal scanning laser tomography. Am J Ophthalmol. 1995;120:433-440.
17. Heidelberg Retina Tomography Operation Manual. Heidelberg: Heidelberg Engineering GmbH; 1994:7.
18. Brigatti L, Hoffman D, Caprioli J. Neural networks to identify glaucoma with structural and functional measurements. Am J Ophthalmol. 1996;121:511-521.
19. Caudil M, Butler C. Naturally Intelligent Systems. Cambridge, MA: MIT Press, 1990.
20. Hinton GE. How neural networks learn from experience. Sci Am. 1992;267:144-145.
21. Reggia JA. Neural computation in medicine. Artif Intell Med. 1993;5:143-157.
22. Murphy JM, Berwick DM, Weinstein MC, Borus JF, Budman SH, Klerman GL. Performance of screening and diagnostic tests. Arch Gen Psychiatry. 1987;44:550-555.
23. Delong ER, DeLong DM, Clarke-Pearson DL. Comparing the area under two or more correlated receiver operating characteristic curves: A nonparametric approach. Biometrics. 1988;44:838-845.
24. Campbell G, Levy D, Lausier A, Horton M, Bailey JJ. Nonparametric comparison of entire ROC curves for computerized ECG left ventricular hypertrophy algorithms using data from the Framingham heart study. J Electrocardiol. 1989;22:152-157.
25. Zeyen T, Roche M, Brigatti L, Caprioli J. Formulas for conversion between Octopus and Humphrey threshold values and indices. Graefes Arch Clin Exp Ophthalmol. 1995;233:627-634.
26. Airaksinen PJ, Drance SM, Schulzer M. Neuroretinal rim area in early glaucoma. Am J Ophthalmol. 1985;99: 1-4.
27. Balazsi AG, Drance SM, Schulzer M, Douglas GR. Neuroretinal rim area in suspected glaucoma and early chronic open-angle glaucoma. Arch Ophthalmol. 1984;102:1011-1014.
28. Lichter PR. Variability of expert observers in evaluating the optic disc. Trans Am Ophthalmol Soc. 1976;74:532-572.
29. Schwartz B. New techniques for the examination of the optic disc and their clinical application. Trans Am Acad Ophthalmol Otolaryngol 1976;81:227-237.
30. Schwartz B. Optic disc changes in ocular hypertension. Sum Ophthalmol. 1980;25:148-154.
31. Schwartz B, Takamoto T, Nagin P. Measurements of reversibility of optic disc cupping and pallor in ocular hypertension and glaucoma. Ophthalmology. 1985; 92:1396-1407.
32. Portney GL. Photogrammetric analysis of volume asymmetry of the optic nerve head cup in normal, hypertensive, and glaucomatous eyes. Am J Ophthalmol. 1975;80:51-55.
33. Johnson CA, Keitner JL, Krohn MA, Portney GL. Photogrammetry of the optic disc in glaucoma and ocular hypertension with simultaneous stereo photography. Invest Ophthalmol Vis Sci. 1979;18:1252-1263.
34. Mikelberg FS, Douglas GR, Schultzer M. Reliability of optic disk topographic measurements recorded with video-ophthalmograph. Am J Ophthalmol. 1984;98:98-102.
35. Caprioli J, Klingbeil U, Sears M, Pope B. Reproducibility of optic disc measurements with computerized analysis of stereoscopic video images. Arch Ophthalmol. 1986;104:1035-1039.
36. Shields MB, Martone JF, Shelton AR, Ollie AR, MacMillan J. Reproducibility of topographic measurements with the optic nerve head analyzer. Am J Ophthalmol. 1987;104:581-586.
37. Caprioli J. The contour of the juxtapapillary nerve fiber layer in glaucoma. Ophthalmology. 1990;97:358-366.
38. Brigatti L, Caprioli J. Correlation of visual field function with confocal laser disc measurements in glaucoma. Arch Ophthalmol. 1995;113:1191-1194.
39. Frohn A, Jean B, Zinser G, Thiel HJ. The problem of reference plane definition for cup volume measurements. In: Neasemann JE, Burk ROW, eds. Scanning Laser Ophthalmoscopy and Tomography. München, Germany: Quintessenz 1990:197-206.
40. Caprioli J, Miller JM. Optic disc rim area is related to disc size in normal subjects. Arch Ophthalmol, 1987; 105:1683-1685.
41. Quigley HA, Hohman RM, Addicks EM, Massof RW, Green WR. Morphologic changes in the lamina cribrosa correlated with neural loss in open-angle glaucoma. Am J Ophthalmol. 1983;95:673-691.