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Volumn 30, Issue 1, 2011, Pages 94-107

A computer assisted method for nuclear cataract grading from slit-lamp images using ranking

Author keywords

Computer aided diagnosis (CAD); grade; nuclear cataract; ranking; slit lamp images

Indexed keywords

CLINICAL DECISION; CLINICAL DIAGNOSIS; CLINICAL POPULATION; COMPUTER-ASSISTED METHODS; DATA SETS; DIRECT OPTIMIZATION; EVALUATION MEASURES; EXISTING METHOD; GRADE; LABELED IMAGES; NUCLEAR CATARACT; RANKING; RANKING FUNCTIONS; SLIT-LAMP IMAGES;

EID: 78650873881     PISSN: 02780062     EISSN: None     Source Type: Journal    
DOI: 10.1109/TMI.2010.2062197     Document Type: Article
Times cited : (46)

References (50)
  • 2
    • 33645304939 scopus 로고    scopus 로고
    • World Health Organization [ Online] Available
    • Magnitude and Causes of Visual Impairments World Health Organization [Online]. Available: http://www.who.int/mediacentre/factsheets/fs282/en/index. html.
    • Magnitude and Causes of Visual Impairments
  • 5
    • 33645287990 scopus 로고    scopus 로고
    • The epidemiology of age related eye diseases in Asia
    • T. Y. Wong, S. C. Loon, and S. M. Saw, "The epidemiology of age related eye diseases in Asia," Br. J. Ophthalmol., vol. 90, pp. 506-511, 2006.
    • (2006) Br. J. Ophthalmol. , vol.90 , pp. 506-511
    • Wong, T.Y.1    Loon, S.C.2    Saw, S.M.3
  • 9
    • 0025054487 scopus 로고
    • Assessment of cataracts from photographs in the beaver dam eye study
    • B.E. Klein,R. Klein,K.L. Linton,Y.L. Magli, and M.W.Neider, "Assessment of cataracts from photographs in the beaver dam eye study," Ophthalmology, vol. 97, no. 11, pp. 1428-1433, 1990.
    • (1990) Ophthalmology , vol.97 , Issue.11 , pp. 1428-1433
    • Klein, B.E.1    Klein, R.2    Linton, K.L.3    Magli, Y.L.4    Neider, M.W.5
  • 10
    • 0022978293 scopus 로고
    • The oxford clinical cataract classification and grading system
    • J. M. Sparrow, A. J. Born, N. A. Brown, W. Ayliffe, and A. R. Hill, "The oxford clinical cataract classification and grading system," Int. Ophthalmol., vol. 9, no. 4, pp. 207-225, 1986.
    • (1986) Int. Ophthalmol. , vol.9 , Issue.4 , pp. 207-225
    • Sparrow, J.M.1    Born, A.J.2    Brown, N.A.3    Ayliffe, W.4    Hill, A.R.5
  • 13
    • 76149117508 scopus 로고    scopus 로고
    • Automated identification of the anatomical features in slit lamp photographs of the lens
    • N. J. Ferrier, "Automated identification of the anatomical features in slit lamp photographs of the lens," Invest. Ophthalmol. Vis. Sci., vol. 43, pp. 435-435, 2002.
    • (2002) Invest. Ophthalmol. Vis. Sci. , vol.43 , pp. 435-435
    • Ferrier, N.J.1
  • 20
    • 20344377147 scopus 로고    scopus 로고
    • Spectral imaging of the area of internal limiting membrane peeling
    • M. Miura, A. Elsner, M. Osako, K. Yamada, T. Agawa, M. Usui, and T. Iwasaki, "Spectral imaging of the area of internal limiting membrane peeling," Retina, vol. 25, no. 4, pp. 468-472, 2005.
    • (2005) Retina , vol.25 , Issue.4 , pp. 468-472
    • Miura, M.1    Elsner, A.2    Osako, M.3    Yamada, K.4    Agawa, T.5    Usui, M.6    Iwasaki, T.7
  • 24
    • 4644367942 scopus 로고    scopus 로고
    • An efficient boosting algorithm for combining preference
    • Y. Freund, R. Iyer, R. Schapire, and Y. Singer, "An efficient boosting algorithm for combining preference," J. Mach. Learn. Res., vol. 4, pp. 933-969, 2003.
    • (2003) J. Mach. Learn. Res. , vol.4 , pp. 933-969
    • Freund, Y.1    Iyer, R.2    Schapire, R.3    Singer, Y.4
  • 25
    • 36448954244 scopus 로고    scopus 로고
    • AdaRank: A boosting algorithm for information retrieval
    • J. Xu and H. Li, "AdaRank: A boosting algorithm for information retrieval," in Proc. ACM SIGIR, 2007, pp. 391-398.
    • (2007) Proc. ACM SIGIR , pp. 391-398
    • Xu, J.1    Li, H.2
  • 28
  • 30
    • 1942484979 scopus 로고    scopus 로고
    • Online ranking/collaborative filtering using the per-ceptron algorithm
    • E. F. Harrington, "Online ranking/collaborative filtering using the per-ceptron algorithm," in Proc. ICML, 2003, pp. 250-257.
    • (2003) Proc. ICML , pp. 250-257
    • Harrington, E.F.1
  • 31
    • 85156208493 scopus 로고    scopus 로고
    • Ranking with large margin principle: Two approaches
    • A. Shashua and A. Levin, "Ranking with large margin principle: Two approaches," in Proc. NIPS, 2002, pp. 937-944.
    • (2002) Proc. NIPS , pp. 937-944
    • Shashua, A.1    Levin, A.2
  • 34
    • 34547987951 scopus 로고    scopus 로고
    • Learning to rank: From pairwise approach to listwise approach
    • Z. Cao, T. Qin, T. Y. Liu, M. F. Tsai, and H. Li, "Learning to rank: From pairwise approach to listwise approach," in Proc. ICML, 2007, pp. 129-136.
    • (2007) Proc. ICML , pp. 129-136
    • Cao, Z.1    Qin, T.2    Liu, T.Y.3    Tsai, M.F.4    Li, H.5
  • 38
    • 33847405306 scopus 로고    scopus 로고
    • Rationale and methodology for a population-based study of eye diseases in Malay people: The Singapore Malay eye study
    • A. W. Foong, S. M. Saw, J. L. Loo, S. Shen, S. C. Loon, M. Rosman, T. Aung, D. T. Tan, E. S. Tai, and T.-Y. Wong, "Rationale and methodology for a population-based study of eye diseases in Malay people: The Singapore Malay eye study," Ophthalmic Epidemiol., vol. 14, no. 1, pp. 25-35, 2007.
    • (2007) Ophthalmic Epidemiol. , vol.14 , Issue.1 , pp. 25-35
    • Foong, A.W.1    Saw, S.M.2    Loo, J.L.3    Shen, S.4    Loon, S.C.5    Rosman, M.6    Aung, T.7    Tan, D.T.8    Tai, E.S.9    Wong, T.-Y.10
  • 39
    • 0038308871 scopus 로고    scopus 로고
    • Boundary detection of optic disk by a modified ASM method
    • H. Li and O. Chutatape, "Boundary detection of optic disk by a modified ASM method," Pattern Recognit., vol. 36, no. 9, pp. 2093-2104, 2003.
    • (2003) Pattern Recognit. , vol.36 , Issue.9 , pp. 2093-2104
    • Li, H.1    Chutatape, O.2
  • 43
    • 0002282074 scopus 로고
    • A new measure of rank correlation
    • M. G. Kendall, "A new measure of rank correlation," Biometrika, vol. 30, pp. 81-93, 1938.
    • (1938) Biometrika , vol.30 , pp. 81-93
    • Kendall, M.G.1
  • 48
  • 49
    • 77954598282 scopus 로고    scopus 로고
    • Efficient algorithms for ranking with SVMs
    • O. Chapelle and S. S. Keerthi, "Efficient algorithms for ranking with SVMs," Inf. Retrieval, 2009.
    • (2009) Inf. Retrieval
    • Chapelle, O.1    Keerthi, S.S.2
  • 50
    • 33749563073 scopus 로고    scopus 로고
    • Training linear SVMs in linear time
    • T. Joachims, "Training linear SVMs in linear time," in Proc. ACM SIGKDD, 2006, pp. 217-226.
    • (2006) Proc. ACM SIGKDD , pp. 217-226
    • Joachims, T.1


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.