Validation of smartphone based retinal photography for diabetic retinopathy screening

PLoS ONE

Volumn 10, Issue 9, 2015, Pages

  Rajalakshmi, Ramachandran ^a   Arulmalar, Subramanian ^a   Usha, Manoharan ^a   Prathiba, Vijayaraghavan ^a   Kareemuddin, Khaji Syed ^a   Anjana, Ranjit Mohan ^a   Mohan, Viswanathan ^a  

^a MADRAS DIABETES RESEARCH FOUNDATION   (India)

Author keywords

[No Author keywords available]

Indexed keywords

ADULT; ARTICLE; CONTROLLED STUDY; DIABETIC RETINOPATHY; DIGITAL IMAGING; DISEASE DURATION; EYE FUNDUS; EYE PHOTOGRAPHY; HUMAN; IMAGE QUALITY; IMAGING SYSTEM; INDIA; MACULAR EDEMA; MAJOR CLINICAL STUDY; MOBILE PHONE; NON INSULIN DEPENDENT DIABETES MELLITUS; PROSPECTIVE STUDY; RETINA PHOTOGRAPHY; RETINAL PHOTOGRAPHY; SCREENING TEST; SENSITIVITY AND SPECIFICITY; TERTIARY HEALTH CARE; VALIDATION PROCESS; AGED; FEMALE; MALE; MASS SCREENING; MIDDLE AGED; OPHTHALMOSCOPE; PHOTOGRAPHY; SEVERITY OF ILLNESS INDEX; SMARTPHONE; YOUNG ADULT;

ADULT; AGED; DIABETIC RETINOPATHY; FEMALE; HUMANS; MALE; MASS SCREENING; MIDDLE AGED; OPHTHALMOSCOPES; PHOTOGRAPHY; SENSITIVITY AND SPECIFICITY; SEVERITY OF ILLNESS INDEX; SMARTPHONE; YOUNG ADULT;

EID: 84946924421     PISSN: None     EISSN: 19326203     Source Type: Journal    
DOI: 10.1371/journal.pone.0138285     Document Type: Article

References (27)

1. International Diabetes Federation, Diabetes Atlas, Sixth Edition. International Diabetes Federation, Brussels, Belgium; 2014.
2. American Diabetes Association. Standards of Medical Care in Diabetes-2013. Diabetes Care. 2013 January; 36(Suppl 1): S11-S66. doi: 10.2337/dc13-S011 PMID: 23264422
3. Sivaprasad S, Gupta B, Crosby-Nwaobi R, Evans J. Prevalence of diabetic retinopathy in various ethnic groups: A worldwide perspective. Surv Ophthalmol.2012; 57:347-370. doi: 10.1016/j.survophthal. 2012.01.004 PMID: 22542913
4. Vashist P, Singh S, Gupta N, Saxena R. Role of early screening for diabetic retinopathy in patients with diabetes mellitus: An overview. Indian J Community Med. 2011; 36:247-252. doi: 10.4103/0970-0218. 91324 PMID: 22279252
5. Rajalakshmi R, Amutha A, Ranjani H, Ali MK, Unnikrishnan R, Anjana RM, et al. Prevalence and risk factors for diabetic retinopathy in Asian Indians with young onset type 1 and type 2 diabetes. J Diabetes Complications. 2014; 28:291-297. doi: 10.1016/j.jdiacomp.2013.12.008 PMID: 24512748
6. Anjana RM, Pradeepa R, Deepa M, Datta M, Sudha V, Unnikrishnan R, et al. Prevalence of diabetes and prediabetes (impaired fasting glucose and/or impaired glucose tolerance) in urban and rural India: Phase I results of the Indian Council of Medical Research-INdia DIABetes (ICMR-INDIAB) study. Diabetologia 2011; 54:3022-3027. doi: 10.1007/s00125-011-2291-5 PMID: 21959957
7. Rema M, Premkumar S, Anitha B, Deepa R, Pradeepa R, Mohan V. Prevalence of diabetic retinopathy in urban India: the Chennai Urban Rural Epidemiology Study (CURES) Eye Study-1. Invest. Ophthalmol. Vis. Sci., 2005; 46:2328-2333. PMID: 15980218
8. Fong DS, Aiello LP, Ferris FL 3rd, Klein R. Diabetic retinopathy. Diabetes Care. 2004; 27:2540-2553. PMID: 15451934
9. Hutchinson A, McIntosh A, Peters J O'Keeffe C, Khunti K, Baker R, Booth A. Effectiveness of screening and monitoring tests for diabetic retinopathy-a systematic review. Diabet Med. 2000; 17:495-506. PMID: 10972578
10. Moss SE, Klein R, Kessler SD, Richie KA. Comparison between ophthalmoscopy and fundus photography in determining severity of diabetic retinopathy. Ophthalmology 1985; 92:62-67. PMID: 2579361
11. Early Treatment Diabetic Retinopathy Study Research Group. Grading diabetic retinopathy from stereoscopic color fundus photographs-an extension of the modified Airlie House classification. ETDRS report number 10. Early Treatment Diabetic Retinopathy Study Research Group. Ophthalmology 1991; 98(5 Suppl):786-806. PMID: 2062513
12. Raman R, Padmaja RK, Sharma T. The sensitivity and specificity of non-mydriatic digital stereoscopic retinal imaging in detecting diabetic retinopathy. Diabetes Care 2007; 30:1.
13. Rema M, Pradeepa R.Diabetic retinopathy: an Indian perspective.Indian J Med Res. 2007; 125:297-310. PMID: 17496357
14. Namperumalsamy P, Nirmalan PK, Ramasamy K. Developing a Screening Program to Detect Sight-Threatening Diabetic Retinopathy in South India. Diabetes Care. 2003; 26:1831-1835. PMID: 12766118
15. Mohan V, Prathiba V, Pradeepa R. Tele-diabetology to Screen for Diabetes and Associated Complications in Rural India: The Chunampet Rural Diabetes Prevention Project Model. J Diabetes Sci Technol. 2014; 8:256-261. PMID: 24876575
16. Early Treatment Diabetic Retinopathy Study Research Group. Photocoagulation for diabetic macular edema: Early Treatment Diabetic Retinopathy Study Report Number 1. Arch. Ophthalmol., 1985; 103:1796-1806. PMID: 2866759
17. Younis N, Broadbent DM, Vora JP, Harding SP. Liverpool Diabetic Eye Study. Incidence of sight-threatening retinopathy in patients with type 2 diabetes in the Liverpool Diabetic Eye Study: a cohort study. Lancet. 2003; 361:195-200. PMID: 12547541
18. Scanlon PH, Malhotra R, Greenwood RH, et al. Comparison of two reference standards in validating two field mydriatic digital photography as a method of screening for diabetic retinopathy. Br J Ophthalmol 2003; 87:1258-63. PMID: 14507762
19. Javit JC. Cost-savings associated with detection and treatment of diabetic eye disease. PharmacoEconomics 1995; 8:33-39. PMID: 10159001
20. Russo A, Morescalchi F, Costagliola C, Delcassi L, Semeraro F. Comparison of smartphone ophthalmoscopy with slitlamp biomicroscopy for grading diabetic retinopathy. Am J Ophthalmol. 2015; 159:360-364. doi: 10.1016/j.ajo.2014.11.008 PMID: 25447109
21. Gupta V, Bansal R, Gupta A, Bhansali A. Sensitivity and specificity of nonmydriatic digital imaging in screening diabetic retinopathy in Indian eyes.Indian J Ophthalmol. 2014; 62:851-856. doi: 10.4103/0301-4738.141039 PMID: 25230960
22. Ahmed J, Ward TP, Bursell SE, Aiello LM, Cavallerano JD, Vigersky RA: The sensitivity and specificity of nonmydriatic digital stereoscopic retinal imaging in detecting diabetic retinopathy. Diabetes Care 2006; 29:2205-2209. PMID: 17003294
23. Scanlon PH, Foy C, Malhotra R, Aldington SJ. The influence of age, duration of diabetes, cataract, and pupil size on image quality in digital photographic retinal screening. Diabetes Care 2005; 28:2448-53. PMID: 16186278
24. Scanlon PH, Malhotra R, Thomas G, et al. The effectiveness of screening for diabetic retinopathy by digital imaging photography and technician ophthalmoscopy. Diabet Med 2003; 20:467-474. PMID: 12786681
25. Murgatroyd H, Ellingford A, Cox A, Binnie M, Ellis JD, MacEwen CJ, et al. Effect of mydriasis and different field strategies on digital image screening of diabetic eye disease. Br J Ophthalmol. 2004; 88:920-924 PMID: 15205238
26. Lord RK, Shah VA, San Filippo AN, Krishna R. Novel uses of smartphones in ophthalmology. Ophthalmology 2010; 117:1274-1274. doi: 10.1016/j.ophtha.2010.01.001 PMID: 20522335
27. Kumar S, Wang EH, Pokabla MJ, Noecker RJ.Teleophthalmology assessment of diabetic retinopathy fundus images: smartphone versus standard office computer workstation.Telemed J E Health. 2012; 18:158-162. doi: 10.1089/tmj.2011.0089 PMID: 22304438