Quantification of the changes in the openness of the major temporal arcade in retinal fundus images of preterm infants with plus disease.

PURPOSE We tested the hypothesis that the openness of the major temporal arcade (MTA) changes in the presence of plus disease, by quantification via parabolic modeling of the MTA, as well as measurement of an arcade angle for comparative analysis. Such analysis could assist in the detection and treatment of progressive retinopathy of prematurity. METHODS Digital image processing techniques were applied for the detection and modeling of the MTA via a graphical user interface (GUI) to quantify the openness of the MTA. An arcade angle measure, based on a previously proposed method, also was obtained via the GUI for comparative analysis. The statistical significance of the differences between the plus and no-plus cases for each parameter was analyzed using the P value. The area (Az) under the receiver operating characteristic curve was used to assess the diagnostic performance of each feature. RESULTS The temporal arcade angle measure and the openness parameter of the parabolic model were used to perform discrimination of plus versus no-plus cases. Using a set of 19 cases with plus and 91 with no plus disease, Az=0.70 was obtained using the results of dual-parabolic modeling in screening for plus disease. The arcade angle measure provided comparable results with Az=0.73. CONCLUSIONS Using our proposed image analysis techniques and software, this study demonstrates, for the first time to our knowledge, that the openness of the MTA decreases in the presence of plus disease.

[1]  R A Saunders,et al.  The predictive value of posterior pole vessels in retinopathy of prematurity. , 1995, Journal of pediatric ophthalmology and strabismus.

[2]  Michael F Chiang,et al.  Plus disease in retinopathy of prematurity: pilot study of computer-based and expert diagnosis. , 2007, Journal of AAPOS : the official publication of the American Association for Pediatric Ophthalmology and Strabismus.

[3]  R. Rangayyan Biomedical Image Analysis , 2004 .

[4]  Grace Byfield,et al.  Neutralizing VEGF decreases tortuosity and alters endothelial cell division orientation in arterioles and veins in a rat model of ROP: relevance to plus disease. , 2008, Investigative ophthalmology & visual science.

[5]  Louis-Paul Rivest,et al.  Regression and correlation for 3 × 3 rotation matrices , 2006 .

[6]  W. Tasman,et al.  Revised indications for the treatment of retinopathy of prematurity: results of the early treatment for retinopathy of prematurity randomized trial. , 2004, Archives of ophthalmology.

[7]  A. Fulton,et al.  Diagnosis of plus disease in retinopathy of prematurity using Retinal Image multiScale Analysis. , 2005, Investigative ophthalmology & visual science.

[8]  Rangaraj M. Rangayyan,et al.  Computer-aided Diagnosis of Proliferative Diabetic Retinopathy via Modeling of the Major Temporal Arcade in Retinal Fundus Images , 2013, Journal of Digital Imaging.

[9]  T. Chan-Ling,et al.  Changes in pericytes and smooth muscle cells in the kitten model of retinopathy of prematurity: implications for plus disease. , 2007, Investigative ophthalmology & visual science.

[10]  L. Kagemann,et al.  Color doppler imaging of the central retinal artery in premature infants undergoing examination for retinopathy of prematurity. , 1999, Journal of AAPOS : the official publication of the American Association for Pediatric Ophthalmology and Strabismus.

[11]  John N. S. Matthews,et al.  Regression and Correlation , 2008 .

[12]  J. Flynn,et al.  Retinopathy of prematurity: two distinct mechanisms that underlie zone 1 and zone 2 disease. , 2006, American journal of ophthalmology.

[13]  Michael F Chiang,et al.  Interexpert agreement of plus disease diagnosis in retinopathy of prematurity. , 2007, Archives of ophthalmology.

[14]  S. T. Clay,et al.  Optic disk size and optic disk-to-fovea distance in preterm and full-term infants. , 2006, Investigative ophthalmology & visual science.

[15]  John Flynn,et al.  Characterization of changes in blood vessel width and tortuosity in retinopathy of prematurity using image analysis , 2002, Medical Image Anal..

[16]  William V Good,et al.  The Incidence and Course of Retinopathy of Prematurity: Findings From the Early Treatment for Retinopathy of Prematurity Study , 2005, Pediatrics.

[17]  Penny Jennett,et al.  Telemedicine approach to screening for severe retinopathy of prematurity: a pilot study. , 2003, Ophthalmology.

[18]  S. T. Clay,et al.  Computerized analysis of retinal vessel width and tortuosity in premature infants. , 2008, Investigative ophthalmology & visual science.

[19]  Michael F Chiang,et al.  Plus disease in retinopathy of prematurity: quantitative analysis of vascular change. , 2010, American journal of ophthalmology.

[20]  J. Javitt,et al.  Cost-effectiveness of screening and cryotherapy for threshold retinopathy of prematurity. , 1993, Pediatrics.

[21]  G. Gole,et al.  Incidence of retinopathy of prematurity in extremely premature infants over an 18‐year period , 2012, Clinical & experimental ophthalmology.

[22]  Zheen Zhao,et al.  Tortuosity of arterioles and venules in quantifying plus disease. , 2009, Journal of AAPOS : the official publication of the American Association for Pediatric Ophthalmology and Strabismus.

[23]  Multicenter trial of Cryotherapy for Retinopathy of Prematurity: Ophthalmological outcomes at 10 years , 2001 .

[24]  Rangaraj M. Rangayyan,et al.  Quantitative Analysis of the Major Temporal Arcade in Retinal Fundus Images of Preterm Infants for Detection of Plus Disease , 2013 .

[25]  C. Cook Retrolental Fibroplasia , 1957, Postgraduate medical journal.

[26]  Julien Jomier,et al.  Computer-automated quantification of plus disease in retinopathy of prematurity. , 2003, Journal of AAPOS : the official publication of the American Association for Pediatric Ophthalmology and Strabismus.

[27]  Michael F Chiang,et al.  Agreement among pediatric ophthalmologists in diagnosing plus and pre-plus disease in retinopathy of prematurity. , 2008, Journal of AAPOS : the official publication of the American Association for Pediatric Ophthalmology and Strabismus.

[28]  B J Kushner,et al.  Retrolental fibroplasia: I. Clinical observations. , 1977 .

[29]  Rangaraj M. Rangayyan,et al.  Detection of blood vessels in the retina with multiscale Gabor filters , 2008, J. Electronic Imaging.

[30]  K. Parker,et al.  Semiautomated computer analysis of vessel growth in preterm infants without and with ROP , 2003, The British journal of ophthalmology.

[31]  J. Folkman,et al.  Increased Vascular Endothelial Growth Factor Levels in the Vitreous of Eyes With Proliferative Diabetic Retinopathy , 1995 .

[32]  J. Flynn,et al.  Incidence of retinopathy of prematurity from 1996 to 2000: analysis of a comprehensive New York state patient database. , 2004, Ophthalmology.

[33]  D. Wallace,et al.  Plus disease. , 2009, Survey of ophthalmology.

[34]  D B Schaffer,et al.  Prognostic factors in the natural course of retinopathy of prematurity. The Cryotherapy for Retinopathy of Prematurity Cooperative Group. , 1993, Ophthalmology.

[35]  A R Fielder,et al.  The temporal retinal vessel angle and infants born preterm , 2006, British Journal of Ophthalmology.

[36]  S. Chakrabarti,et al.  Role of vasoactive factors in the pathogenesis of early changes in diabetic retinopathy , 2000, Diabetes/metabolism research and reviews.

[37]  K. Osann,et al.  Differential retinal angiogenic response to sustained intravitreal release of VEGF and bFGF in different pigmented rabbit breeds , 2002, Current eye research.

[38]  Anna L. Ells,et al.  The International Classification of Retinopathy of Prematurity revisited. , 2005, Archives of ophthalmology.

[39]  Michael F Chiang,et al.  Interexpert agreement in the identification of macular location in infants at risk for retinopathy of prematurity. , 2010, Archives of ophthalmology.

[40]  O. Dammann,et al.  Retinopathy of prematurity , 2013, The Lancet.

[41]  Jeffrey Ng,et al.  The temporal and nasal retinal arteriolar and venular angles in preterm infants , 2011, British Journal of Ophthalmology.

[42]  Rangaraj M. Rangayyan,et al.  Quantitative Analysis of the Openness of the Major Temporal Arcade in Retinal Fundus Images of Retinopathy of Prematurity , 2014 .

[43]  Michael F Chiang,et al.  Evaluation of a computer-based system for plus disease diagnosis in retinopathy of prematurity. , 2007, Ophthalmology.

[44]  Leslie Mackeen,et al.  Dynamic documentation of the evolution of retinopathy of prematurity in video format. , 2008, Journal of AAPOS : the official publication of the American Association for Pediatric Ophthalmology and Strabismus.

[45]  Rangaraj M. Rangayyan,et al.  Parabolic Modeling of the Major Temporal Arcade in Retinal Fundus Images , 2012, IEEE Transactions on Instrumentation and Measurement.

[46]  Anna L Ells,et al.  Digital image analysis in retinopathy of prematurity: a comparison of vessel selection methods. , 2012, Journal of AAPOS : the official publication of the American Association for Pediatric Ophthalmology and Strabismus.

[47]  A. Fielder,et al.  Preliminary results of treatment of eyes with high-risk prethreshold retinopathy of prematurity in the early treatment for retinopathy of prematurity randomized trial. , 2003, Archives of ophthalmology.