Computerized analysis of retinal vessel width and tortuosity in premature infants

被引:143
作者
Wilson, Clare M. [1 ,2 ]
Cocker, Kenneth D. [1 ]
Moseley, Merrick J. [1 ]
Paterson, Carl [3 ]
Clay, Simon T. [3 ]
Schulenburg, William E. [5 ]
Mills, Monte D. [6 ,7 ]
Ells, Anna L. [8 ]
Parker, Kim H. [4 ]
Quinn, Graham E. [6 ,7 ]
Fielder, Alistair R. [1 ,2 ]
Ng, Jeffrey [3 ]
机构
[1] City Univ London, Dept Optometry & Visual Sci, London EC1V 0HB, England
[2] St Marys Hosp, Dept Ophthalmol, London, England
[3] Univ London Imperial Coll Sci Technol & Med, Dept Phys, London, England
[4] Univ London Imperial Coll Sci Technol & Med, Dept Bioengn, London, England
[5] Western Eye Hosp, Dept Ophthalmol, London, England
[6] Childrens Hosp Philadelphia, Div Pediat Ophthalmol, Philadelphia, PA 19104 USA
[7] Univ Penn Hlth Syst, Scheie Eye Inst, Philadelphia, PA USA
[8] Alberta Childrens Prov Gen Hosp, Dept Surg, Calgary, AB T2T 5C7, Canada
关键词
D O I
10.1167/iovs.07-1353
中图分类号
R77 [眼科学];
学科分类号
100212 ;
摘要
PURPOSE. To determine, with novel software, the feasibility of measuring the tortuosity and width of retinal veins and arteries from digital retinal images of infants at risk of retinopathy of prematurity (ROP). METHODS. The Computer-Aided Image Analysis of the Retina (CAIAR) program was developed to enable semiautomatic detection of retinal vasculature and measurement of vessel tortuosity and width from digital images. CAIAR was tested for accuracy and reproducibility of tortuosity and width measurements by using computer-generated vessel-like lines of known frequency, amplitude, and width. CAIAR was then tested by using clinical digital retinal images for correlation of vessel tortuosity and width readings compared with expert ophthalmologist grading. RESULTS. When applied to 16 computer-generated sinusoidal vessels, the tortuosity measured by CAIAR correlated very well with the known values. Width measures also increased as expected. When the CAIAR readings were compared with five expert ophthalmologists' grading of 75 vessels on 10 retinal images, moderate correlation was found in 10 of the 14 tortuosity output calculations (Spearman rho = 0.618-0.673). Width was less well correlated (rho = 0.415). CONCLUSIONS. The measures of tortuosity and width in CAIAR were validated using sequential model vessel analysis. On comparison of CAIAR output with assessments made by expert ophthalmologists, CAIAR correlates moderately with tortuosity grades, but less well with width grades. CAIAR offers the opportunity to develop an automated image analysis system for detecting the vascular changes at the posterior pole, which are becoming increasingly important in diagnosing treatable ROP.
引用
收藏
页码:3577 / 3585
页数:9
相关论文
共 24 条
  • [1] Balasubramanian M, 2006, RETINA-J RET VIT DIS, V26, pS4
  • [2] Computer algorithms for the automated measurement of retinal arteriolar diameters
    Chapman, N
    Witt, N
    Gao, X
    Bharath, AA
    Stanton, AV
    Thom, SA
    Hughes, AD
    [J]. BRITISH JOURNAL OF OPHTHALMOLOGY, 2001, 85 (01) : 74 - 79
  • [3] Interexpert agreement of plus disease diagnosis in retinopathy of prematurity
    Chiang, Michael F.
    Jiang, Lei
    Gelman, Rony
    Du, Yunling E.
    Flynn, John T.
    [J]. ARCHIVES OF OPHTHALMOLOGY, 2007, 125 (07) : 875 - 880
  • [4] Telemedicine approach to screening for severe retinopathy of prematurity - A pilot study
    Ells, AL
    Holmes, JM
    Astle, WF
    Williams, G
    Leske, DA
    Fielden, M
    Uphill, B
    Jennett, P
    Hebert, M
    [J]. OPHTHALMOLOGY, 2003, 110 (11) : 2113 - 2117
  • [5] Freedman SF, 1996, J PEDIATR OPHTHALMOL, V33, P248
  • [6] GARNER A, 1984, ARCH OPHTHALMOL-CHIC, V102, P1130
  • [7] Diagnosis of plus disease in retinopathy of prematurity using Retinal Image multiScale Analysis
    Gelman, R
    Martinez-Perez, ME
    Vanderveen, DK
    Moskowitz, A
    Fulton, AB
    [J]. INVESTIGATIVE OPHTHALMOLOGY & VISUAL SCIENCE, 2005, 46 (12) : 4734 - 4738
  • [8] The international classification of retinopathy of prematurity revisited
    Gole, GA
    Ells, AL
    Katz, X
    Holmstrom, G
    Fielder, AR
    Capone, A
    Flynn, JT
    Good, WG
    Holmes, JM
    McNamara, JA
    Palmer, EA
    Quinn, GE
    Shapiro, MJ
    Trese, MGJ
    Wallace, DK
    [J]. ARCHIVES OF OPHTHALMOLOGY, 2005, 123 (07) : 991 - 999
  • [9] Good WV, 2003, ARCH OPHTHALMOL-CHIC, V121, P1684
  • [10] Measurement and classification of retinal vascular tortuosity
    Hart, WE
    Goldbaum, M
    Côté, B
    Kube, P
    Nelson, MR
    [J]. INTERNATIONAL JOURNAL OF MEDICAL INFORMATICS, 1999, 53 (2-3) : 239 - 252