메뉴 건너뛰기




Volumn 46, Issue 10, 2005, Pages 3730-3736

Effects of input data on the performance of a neural network in distinguishing normal and glaucomatous visual fields

Author keywords

[No Author keywords available]

Indexed keywords

ADULT; AGED; ARTICLE; ARTIFICIAL NEURAL NETWORK; CATARACT; CLINICAL ARTICLE; COMPARATIVE STUDY; CONTROLLED STUDY; DIAGNOSTIC VALUE; GLAUCOMA; HUMAN; PERFORMANCE; PERIMETRY; PRIORITY JOURNAL; SCORING SYSTEM; SENSITIVITY AND SPECIFICITY; VISUAL FIELD; ALGORITHM; COMPUTER ASSISTED DIAGNOSIS; FEMALE; MALE; METHODOLOGY; MIDDLE AGED; OPEN ANGLE GLAUCOMA; ROC CURVE; VISUAL DISORDER;

EID: 32944476589     PISSN: 01460404     EISSN: None     Source Type: Journal    
DOI: 10.1167/iovs.05-0175     Document Type: Article
Times cited : (24)

References (28)
  • 1
    • 0000139368 scopus 로고
    • A package for statistical analysis of computerized fields
    • Heijl A, Lindgren G, Olsson J. A package for statistical analysis of computerized fields. Doc Ophthalmol Proc Ser. 1987;49:153-168.
    • (1987) Doc Ophthalmol Proc Ser , vol.49 , pp. 153-168
    • Heijl, A.1    Lindgren, G.2    Olsson, J.3
  • 2
    • 33747615697 scopus 로고    scopus 로고
    • Early visual field defects in glaucoma: A study of eyes developing field loss
    • Bucci MG, ed. Milan, Italy: Springer Verlag
    • Heijl A, Bengtsson B. Early visual field defects in glaucoma: a study of eyes developing field loss. In: Bucci MG, ed. Glaucoma: Decision Making in Therapy. Milan, Italy: Springer Verlag; 1996;:75-78.
    • (1996) Glaucoma: Decision Making in Therapy , pp. 75-78
    • Heijl, A.1    Bengtsson, B.2
  • 5
    • 0027209047 scopus 로고
    • Blue-on-yellow perimetry can predict the development of glaucomatous visual field loss
    • Johnson CA, Adams AJ, Casson EJ, Brandt JD. Blue-on-yellow perimetry can predict the development of glaucomatous visual field loss. Arch Ophthalmol. 1993;111:645-650.
    • (1993) Arch Ophthalmol , vol.111 , pp. 645-650
    • Johnson, C.A.1    Adams, A.J.2    Casson, E.J.3    Brandt, J.D.4
  • 7
    • 0026717105 scopus 로고
    • Glaucoma Hemifield Test: Automated visual field evaluation
    • Åsman P, Heijl A. Glaucoma Hemifield Test: automated visual field evaluation. Arch Ophthalmol. 1992;110:812-819.
    • (1992) Arch Ophthalmol , vol.110 , pp. 812-819
    • Åsman, P.1    Heijl, A.2
  • 8
    • 0026410735 scopus 로고
    • Comparison of analytic algorithms for detecting glaucomatous visual field loss
    • Katz J, Sommer A, Gaasterland DE, Anderson DR. Comparison of analytic algorithms for detecting glaucomatous visual field loss. Arch Ophthalmol. 1991;109:1684-1689.
    • (1991) Arch Ophthalmol , vol.109 , pp. 1684-1689
    • Katz, J.1    Sommer, A.2    Gaasterland, D.E.3    Anderson, D.R.4
  • 9
    • 0028245932 scopus 로고
    • Visual field interpretation with a personal computer based neural network
    • Mutlukan E, Keating D. Visual field interpretation with a personal computer based neural network. Eye. 1994;8:321-323.
    • (1994) Eye , vol.8 , pp. 321-323
    • Mutlukan, E.1    Keating, D.2
  • 10
    • 0028135264 scopus 로고
    • Interpretation of automated perimetry for glaucoma by neural network
    • Goldbaum MH, Sample PA, White H, et al. Interpretation of automated perimetry for glaucoma by neural network. Invest Ophthalmol Vis Sci. 1994;35:3362-3373.
    • (1994) Invest Ophthalmol Vis Sci , vol.35 , pp. 3362-3373
    • Goldbaum, M.H.1    Sample, P.A.2    White, H.3
  • 11
    • 0033071624 scopus 로고    scopus 로고
    • Neural networks for visual field analysis: How do they compare with other algorithms?
    • Lietman T, Eng J, Katz J, Quigley HA. Neural networks for visual field analysis: how do they compare with other algorithms? J Glaucoma. 1999;8:77-80.
    • (1999) J Glaucoma , vol.8 , pp. 77-80
    • Lietman, T.1    Eng, J.2    Katz, J.3    Quigley, H.A.4
  • 12
    • 0036138639 scopus 로고    scopus 로고
    • Comparing machine learning classifiers for diagnosing glaucoma from standard automated perimetry
    • Goldbaum MH, Sample PA, Chan K, et al. Comparing machine learning classifiers for diagnosing glaucoma from standard automated perimetry. Invest Ophthalmol Vis Sci. 2002;43:162-169.
    • (2002) Invest Ophthalmol Vis Sci , vol.43 , pp. 162-169
    • Goldbaum, M.H.1    Sample, P.A.2    Chan, K.3
  • 15
    • 0026489986 scopus 로고
    • Spatial analyses of glauco matous visual fields; a comparison with traditional visual field indices
    • Asman P, Heijl A, Olsson J, Rootzen H. Spatial analyses of glauco matous visual fields; a comparison with traditional visual field indices. Acta Ophthalmol Scand. 1992;70:679-686.
    • (1992) Acta Ophthalmol Scand , vol.70 , pp. 679-686
    • Asman, P.1    Heijl, A.2    Olsson, J.3    Rootzen, H.4
  • 16
    • 0029866233 scopus 로고    scopus 로고
    • Neural networks to identify glaucoma with structural and functional measurements
    • Brigatti L, Hoffman D, Caprioli J. Neural networks to identify glaucoma with structural and functional measurements. Am J Ophthalmol. 1996;121:511-521.
    • (1996) Am J Ophthalmol , vol.121 , pp. 511-521
    • Brigatti, L.1    Hoffman, D.2    Caprioli, J.3
  • 17
    • 0023721944 scopus 로고
    • Reliability indexes of automated perimetric tests
    • Katz J, Sommer A. Reliability indexes of automated perimetric tests. Arch Ophthalmol. 1988;106:1252-1254.
    • (1988) Arch Ophthalmol , vol.106 , pp. 1252-1254
    • Katz, J.1    Sommer, A.2
  • 18
    • 0033947478 scopus 로고    scopus 로고
    • False-negative responses in glaucoma perimetry: Indicators of patient performance or test reliability?
    • Bengtsson B, Heijl A. False-negative responses in glaucoma perimetry: indicators of patient performance or test reliability? Invest Ophthalmol Vis Sci. 2000;41:2201-2204.
    • (2000) Invest Ophthalmol Vis Sci , vol.41 , pp. 2201-2204
    • Bengtsson, B.1    Heijl, A.2
  • 19
    • 0024576094 scopus 로고
    • The effect of perimetric experience in normal subjects
    • Heijl A, Lindgren G, Olsson J. The effect of perimetric experience in normal subjects. Arch Ophthalmol. 1989;107:81-86.
    • (1989) Arch Ophthalmol , vol.107 , pp. 81-86
    • Heijl, A.1    Lindgren, G.2    Olsson, J.3
  • 21
    • 0030060735 scopus 로고    scopus 로고
    • The effect of perimetric experience in patients with glaucoma
    • Heijl A, Bengtsson B. The effect of perimetric experience in patients with glaucoma. Arch Ophthalmol. 1996; 114:19-22.
    • (1996) Arch Ophthalmol , vol.114 , pp. 19-22
    • Heijl, A.1    Bengtsson, B.2
  • 22
    • 0032941718 scopus 로고    scopus 로고
    • Inter-subject variability and normal limits of the SITA Standard, SITA Fast, and the Humphrey Full Threshold computerized perimetry strategies, SITA STATPAC
    • Bengtsson B, Heijl A. Inter-subject variability and normal limits of the SITA Standard, SITA Fast, and the Humphrey Full Threshold computerized perimetry strategies, SITA STATPAC. Acta Ophthalmol Scand. 1999;77:125-129.
    • (1999) Acta Ophthalmol Scand , vol.77 , pp. 125-129
    • Bengtsson, B.1    Heijl, A.2
  • 23
    • 0027205884 scopus 로고
    • A scaled conjugate gradient algorithm for fast supervised training
    • Møller MF. A scaled conjugate gradient algorithm for fast supervised training. Neural Networks. 1993;6:525-533.
    • (1993) Neural Networks , vol.6 , pp. 525-533
    • Møller, M.F.1
  • 24
    • 0000629975 scopus 로고
    • Cross-validation choice and assessment of statistical predictions
    • Stone M. Cross-validation choice and assessment of statistical predictions. J R Stat Soc. 1974;B36:111-147.
    • (1974) J R Stat Soc , vol.B36 , pp. 111-147
    • Stone, M.1
  • 25
    • 0023890867 scopus 로고
    • Measuring the accuracy of diagnostic systems
    • Sweets J. Measuring the accuracy of diagnostic systems. Science. 1988;240:1285-1293.
    • (1988) Science , vol.240 , pp. 1285-1293
    • Sweets, J.1
  • 26
    • 0023710206 scopus 로고
    • Comparing the areas under two or more correlated receiver operating characteristic curves: A nonparametric approach
    • DeLong ER, DeLong DM, Clarke-Pearson DL. Comparing the areas under two or more correlated receiver operating characteristic curves: a nonparametric approach. Biometrics. 1988;44:837-845.
    • (1988) Biometrics , vol.44 , pp. 837-845
    • DeLong, E.R.1    DeLong, D.M.2    Clarke-Pearson, D.L.3
  • 28
    • 0037228074 scopus 로고    scopus 로고
    • Misleading statistical calculations in far-advanced glaucomatous visual field loss
    • Blumenthal E, Sapir-Pichhadze R. Misleading statistical calculations in far-advanced glaucomatous visual field loss. Ophthalmology. 2003;110:196-200.
    • (2003) Ophthalmology , vol.110 , pp. 196-200
    • Blumenthal, E.1    Sapir-Pichhadze, R.2


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.