Predicting visual field loss in ocular hypertensive patients using wavelet-fourier analysis of gdx scanning laser polarimetry

Optometry and Vision Science

Volumn 84, Issue 5, 2007, Pages E380-E387

  Essock, Edward a ^a   Gunvant, Pinakin ^a   Zheng, Yufeng ^a   Garway heath, David f ^a   Kotecha, Aachal ^a   Spratt, Alexander ^a  

^a MOORFIELDS EYE HOSPITAL   (United Kingdom)

Author keywords

GDx; Ocular hypertension; Polarimetry; Retinal nerve fiber layer; Visual field progression; Wavelet Fourier analysis

Indexed keywords

BIOMEDICAL ENGINEERING; FOURIER ANALYSIS; POLARIMETERS; SIGNAL RECEIVERS; VISION; WAVELET ANALYSIS;

OCULAR HYPERTENSION; RETINAL NERVE FIBER LAYER; SCANNING LASER POLARIMETRY; VISUAL FIELD PROGRESSION;

PATIENT TREATMENT;

ADULT; AGED; ARTICLE; CONTROLLED STUDY; FOLLOW UP; FOURIER ANALYSIS; GLAUCOMA; HUMAN; INTRAOCULAR HYPERTENSION; MAJOR CLINICAL STUDY; POLARIMETRY; PRIORITY JOURNAL; RECEIVER OPERATING CHARACTERISTIC; SENSITIVITY AND SPECIFICITY; VISUAL FIELD; VISUAL FIELD DEFECT;

AGED; AGED, 80 AND OVER; AREA UNDER CURVE; DISEASE PROGRESSION; FOLLOW-UP STUDIES; FOURIER ANALYSIS; GLAUCOMA; HUMANS; LASERS; LIKELIHOOD FUNCTIONS; MIDDLE AGED; NERVE FIBERS; OCULAR HYPERTENSION; PREDICTIVE VALUE OF TESTS; RETINA; ROC CURVE; SENSITIVITY AND SPECIFICITY; TIME FACTORS; VISION DISORDERS; VISUAL FIELDS;

EID: 34248531760     PISSN: 10405488     EISSN: 15389235     Source Type: Journal    
DOI: 10.1097/OPX.0b013e318058a0de     Document Type: Article

References (36)

1. Quigley HA, Miller NR, George T. Clinical evaluation of nerve fiber layer atrophy as an indicator of glaucomatous optic nerve damage. Arch Ophthalmol 1980;98:1564-71.
2. Quigley HA, Addicks EM. Quantitative studies of retinal nerve fiber layer defects. Arch Ophthalmol 1982;100:807-14.
3. Kass MA, Heuer DK, Higginbotham EJ, Johnson CA, Keltner JL, Miller JP, Parrish RK II, Wilson MR, Gordon MO. The Ocular Hypertension Treatment Study: a randomized trial determines that topical ocular hypotensive medication delays or prevents the onset of primary open-angle glaucoma. Arch Ophthalmol 2002;120:701-13.
4. Essock EA, Zheng Y, Gunvant P. Analysis of GDx-VCC polarimetry data by wavelet-Fourier analysis across glaucoma stages. Invest Ophthalmol Vis Sci 2005;46:2838-47.
5. Essock EA, Fechtner RD, Sinai MJ, Bryant FD, Srinivasan N. New approaches to analyzing polarimetry data. Invest Ophthalmol Vis Sci 1999;40:S660.
6. Essock EA, Sinai MJ, Fechtner RD, Srinivasan N, Bryant FD. Fourier analysis of nerve fiber layer measurements from scanning laser polarimetry in glaucoma: emphasizing shape characteristics of the ‘double-hump’ pattern. J Glaucoma 2000;9:444-52.
7. Essock EA, Sinai MJ, Bryant FD, Fechtner RD, Chen PP, Mills RP. Detection of glaucoma by Fourier analysis of polarimetry data using discriminant analysis. Invest Ophthalmol Vis Sci 2001;42:S17.
8. Essock EA, Sinai MJ, Bowd C, Zangwill LM, Weinreb RN. Fourier analysis of optical coherence tomography and scanning laser polarimetry retinal nerve fiber layer measurements in the diagnosis of glaucoma. Arch Ophthalmol 2003;121:1238-45.
9. Gunvant P, Zheng Y, Essock EA, Chen PP, Greenfield DS, Bagga H, Boehm MD. Predicting subsequent visual field loss in glaucomatous subjects with disc hemorrhage using retinal nerve fiber layer polarimetry. J Glaucoma 2005;14:20-5.
10. Sinai MJ, Bowd C, Essock EA, Zangwill LM, Weinreb RN. Fourier analysis of the RNFL in the diagnosis of glaucoma using OCT and GDx. Invest Ophthalmol Vis Sci 2001;42:S135.
11. Sinai MJ, Essock EA, Chen PP, Mills RP. Fourier analysis of polarimetry data indicates structural differences between normal-tension glaucoma and POAG (Abstract). Invest Ophthalmol Vis Sci 2002;43:E-abstract 302.
12. Bryant FD, Sinai MJ, Fechtner RD, Essock EA. An extension of Fourier analysis techniques of nerve fiber layer measurements from scanning laser polarimetry. Invest Ophthalmol Vis Sci 2000;41:S92.
13. Medeiros FA, Zangwill LM, Bowd C, Bernd AS, Weinreb RN. Fourier analysis of scanning laser polarimetry measurements with variable corneal compensation in glaucoma. Invest Ophthalmol Vis Sci 2003;44:2606-12.
14. Mohammadi K, Bowd C, Weinreb RN, Medeiros FA, Sample PA, Zangwill LM. Retinal nerve fiber layer thickness measurements with scanning laser polarimetry predict glaucomatous visual field loss. Am J Ophthalmol 2004;138:592-601.
15. Poinoosawmy D, Tan JC, Bunce C, Membrey LW, Hitchings RA. Longitudinal nerve fibre layer thickness change in normal-pressure glaucoma. Graefes Arch Clin Exp Ophthalmol 2000;238:965-9.
16. Boehm MD, Nedrud C, Greenfield DS, Chen PP. Scanning laser polarimetry and detection of progression after optic disc hemorrhage in patients with glaucoma. Arch Ophthalmol 2003;121:189-94.
17. Hollo G, Szabo A, Vargha P. Scanning laser polarimetry versus frequency-doubling perimetry and conventional threshold perimetry: changes during a 12-month follow-up in preperimetric glaucoma. A pilot study. Acta Ophthalmol Scand 2001;79:403-7.
18. Vermeer KA, Reus NJ, Vos FM, Lemij HG, Vossepoel AM. Progression detection of glaucoma from polarimetric images. In: Ellis RE, Peters TM, eds. Medical Image Computing and Computer-Assisted Intervention. Berlin: Springer-Verlag; 2003:611-19. MICCAI 6th International Conference, Montréal, Canada, November 2003.
19. Greenfield DS, Knighton RW, Feuer WJ, Schiffman JC, Zangwill L, Weinreb RN. Correction for corneal polarization axis improves the discriminating power of scanning laser polarimetry. Am J Ophthalmol 2002;134:27-33.
20. Weinreb RN, Bowd C, Greenfield DS, Zangwill LM. Measurement of the magnitude and axis of corneal polarization with scanning laser polarimetry. Arch Ophthalmol 2002;120:901-6.
21. Kamal D, Garway-Heath D, Ruben S, O’Sullivan F, Bunce C, Viswanathan A, Franks W, Hitchings R. Results of the betaxolol versus placebo treatment trial in ocular hypertension. Graefes Arch Clin Exp Ophthalmol 2003;241:196-203.
22. Advanced Glaucoma Intervention Study (AGIS) Group. Advanced Glaucoma Intervention Study. II. Visual field test scoring and reliability. Ophthalmology 1994;101:1445-55.
23. Lemij HG, Tjon-Fo-Sang MJ. The nerve fiber analyzer. Ophthalmol Clin North Am 1998;11:411-20.
24. Zheng Y, Essock EA. Novel feature extraction method—wavelet-Fourier analysis and its application to glaucoma classification. In: Wang PP, ed. Proceedings of 7th Joint Conference on Information Sciences (JCIS 2003), September 26-30, 2003, Cary, North Carolina. Durham, NC: Association for Intelligent Machinery; 2003:672-5.
25. Jonasson F, Damji KF, Arnarsson A, Sverrisson T, Wang L, Sasaki H, Sasaki K. Prevalence of open-angle glaucoma in Iceland: Reykjavik Eye Study. Eye 2003;17:747-53.
26. Essock EA, Sinai MJ, Fechtner RD. Interocular symmetry in nerve fiber layer thickness of normal eyes as determined by polarimetry. J Glaucoma 1999;8:90-8.
27. Hozo I, Djulbegovic B. Calculating confidence intervals for threshold and post-test probabilities. MD Comput 1998;15:110-15.
28. DeLong ER, DeLong DM, Clarke-Pearson DL. Comparing the areas under two or more correlated receiver operating characteristic curves: a nonparametric approach. Biometrics 1988;44:837-45.
29. Essock EA, Zheng Y, Fechtner RD, Liebmann JM, Gollance S. An improved method of analyzing polarimetery measurements for detecting glaucoma: a wavelet-Fourier analysis method derived on GDx-VCC polarimetry data (Abstract). Invest Ophthalmol Vis Sci 2003;44:E-abstract 3378.
30. Zangwill LM, Weinreb RN, Beiser JA, Berry CC, Cioffi GA, Coleman AL, Trick G, Liebmann JM, Brandt JD, Piltz-Seymour JR, Dirkes KA, Vega S, Kass MA, Gordon MO. Baseline topographic optic disc measurements are associated with the development of primary open-angle glaucoma: the Confocal Scanning Laser Ophthalmoscopy Ancillary Study to the Ocular Hypertension Treatment Study. Arch Ophthalmol 2005;123:1188-97.
31. Garway-Heath DF, Hitchings RA. Sources of bias in studies of optic disc and retinal nerve fibre layer morphology. Br J Ophthalmol 1998;82:986.
32. Copt RP, Thomas R, Mermoud A. Corneal thickness in ocular hypertension, primary open-angle glaucoma, and normal tension glaucoma. Arch Ophthalmol 1999;117:14-16.
33. Ehlers N, Bramsen T, Sperling S. Applanation tonometry and central corneal thickness. Acta Ophthalmol (Copenh) 1975;53:34-43.
34. Herndon LW, Choudhri SA, Cox T, Damji KF, Shields MB, Allingham RR. Central corneal thickness in normal, glaucomatous, and ocular hypertensive eyes. Arch Ophthalmol 1997;115:1137-41.
35. Gunvant P, O’Leary DJ, Baskaran M, Broadway DC, Watkins RJ, Vijaya L. Evaluation of tonometric correction factors. J Glaucoma 2005;14:337-43.
36. Gordon MO, Beiser JA, Brandt JD, Heuer DK, Higginbotham EJ, Johnson CA, Keltner JL, Miller JP, Parrish RK II, Wilson MR, Kass MA. The Ocular Hypertension Treatment Study: baseline factors that predict the onset of primary open-angle glaucoma. Arch Ophthalmol 2002;120:714-20.