Validation of Smartphone Based Retinal Photography for Diabetic Retinopathy Screening

被引:117
作者
Rajalakshmi, Ramachandran
Arulmalar, Subramanian
Usha, Manoharan
Prathiba, Vijayaraghavan
Kareemuddin, Khaji Syed
Anjana, Ranjit Mohan
Mohan, Viswanathan [1 ]
机构
[1] Madras Diabet Res Fdn, Madras, Tamil Nadu, India
关键词
PREVALENCE; EYE; OPHTHALMOSCOPY; SPECIFICITY; SENSITIVITY;
D O I
10.1371/journal.pone.0138285
中图分类号
O [数理科学和化学]; P [天文学、地球科学]; Q [生物科学]; N [自然科学总论];
学科分类号
07 ; 0710 ; 09 ;
摘要
Aim To evaluate the sensitivity and specificity of "fundus on phone' (FOP) camera, a smartphone based retinal imaging system, as a screening tool for diabetic retinopathy (DR) detection and DR severity in comparison with 7-standard field digital retinal photography. Design Single-site, prospective, comparative, instrument validation study. Methods 301 patients (602 eyes) with type 2 diabetes underwent standard seven-field digital fundus photography with both Carl Zeiss fundus camera and indigenous FOP at a tertiary care diabetes centre in South India. Grading of DR was performed by two independent retina specialists using modified Early Treatment of Diabetic Retinopathy Study grading system. Sight threatening DR (STDR) was defined by the presence of proliferative DR(PDR) or diabetic macular edema. The sensitivity, specificity and image quality were assessed. Results The mean age of the participants was 53.5 +/- 9.6 years and mean duration of diabetes 12.5 +/- 7.3 years. The Zeiss camera showed that 43.9% had non-proliferative DR(NPDR) and 15.3% had PDR while the FOP camera showed that 40.2% had NPDR and 15.3% had PDR. The sensitivity and specificity for detecting any DR by FOP was 92.7%(95% CI 87.8-96.1) and 98.4%(95% CI 94.3-99.8) respectively and the kappa (kappa) agreement was 0.90 (95% CI-0.85-0.95 p<0.001) while for STDR, the sensitivity was 87.9% (95% CI 83.2-92.9), specificity 94.9% (95% CI 89.7-98.2) and. agreement was 0.80 (95% CI 0.71-0.89 p<0.001), compared to conventional photography. Conclusion Retinal photography using FOP camera is effective for screening and diagnosis of DR and STDR with high sensitivity and specificity and has substantial agreement with conventional retinal photography.
引用
收藏
页数:10
相关论文
共 27 条
[1]   The sensitivity and specificity of nonmydriatic digital stereoscopic retinal imaging in detecting diabetic retinopathy [J].
Ahmed, Jehanara ;
Ward, Thomas P. ;
Bursell, Sven-Eric ;
Aiello, Lloyd M. ;
Cavallerano, Jerry D. ;
Vigersky, Robert A. .
DIABETES CARE, 2006, 29 (10) :2205-2209
[2]  
Amer Diabet Assoc, 2011, DIABETES CARE, V34, pS11, DOI [10.2337/dc10-S062, 10.2337/dc14-S081, 10.2337/dc11-S011, 10.2337/dc13-S011, 10.2337/dc13-S067, 10.2337/dc12-s064, 10.2337/dc11-S062, 10.2337/dc10-S011, 10.2337/dc12-s011]
[3]   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 [J].
Anjana, R. M. ;
Pradeepa, R. ;
Deepa, M. ;
Datta, M. ;
Sudha, V. ;
Unnikrishnan, R. ;
Bhansali, A. ;
Joshi, S. R. ;
Joshi, P. P. ;
Yajnik, C. S. ;
Dhandhania, V. K. ;
Nath, L. M. ;
Das, A. K. ;
Rao, P. V. ;
Madhu, S. V. ;
Shukla, D. K. ;
Kaur, T. ;
Priya, M. ;
Nirmal, E. ;
Parvathi, S. J. ;
Subhashini, S. ;
Subashini, R. ;
Ali, M. K. ;
Mohan, V. .
DIABETOLOGIA, 2011, 54 (12) :3022-3027
[4]  
[Anonymous], 1991, Ophthalmology, V98, P786
[5]  
[Anonymous], 2014, Diabetes ATLAS, V6th
[6]  
Early Treatment Diabetic Retinopathy Study research group, 1985, Archives of Ophthalmology, V103, P1796, DOI DOI 10.1001/ARCHOPHT.1985.01050120030015
[7]   Diabetic retinopathy [J].
Fong, DS ;
Aiello, LP ;
Ferris, FL ;
Klein, R .
DIABETES CARE, 2004, 27 (10) :2540-2553
[8]   Sensitivity and specificity of nonmydriatic digital imaging in screening diabetic retinopathy in Indian eyes [J].
Gupta, Vishali ;
Bansal, Reema ;
Gupta, Amod ;
Bhansali, Anil .
INDIAN JOURNAL OF OPHTHALMOLOGY, 2014, 62 (08) :851-856
[9]   Effectiveness of screening and monitoring tests for diabetic retinopathy - a systematic review [J].
Hutchinson, A ;
McIntosh, A ;
Peters, J ;
O'Keeffe, C ;
Khunti, K ;
Baker, R ;
Booth, A .
DIABETIC MEDICINE, 2000, 17 (07) :495-506
[10]  
Javitt J C, 1995, Pharmacoeconomics, V8 Suppl 1, P33