Automated diabetic retinopathy imaging in Indian eyes: A pilot study
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作者:
Roy, Rupak
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Sankara Nethralaya, Shri Bhagwan Mahavir Vitreoretinal, Dept Vitreo Retina, Madras 600006, Tamil Nadu, IndiaSankara Nethralaya, Shri Bhagwan Mahavir Vitreoretinal, Dept Vitreo Retina, Madras 600006, Tamil Nadu, India
Roy, Rupak
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Lob, Aneesha
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Sankara Nethralaya, Shri Bhagwan Mahavir Vitreoretinal, Dept Vitreo Retina, Madras 600006, Tamil Nadu, IndiaSankara Nethralaya, Shri Bhagwan Mahavir Vitreoretinal, Dept Vitreo Retina, Madras 600006, Tamil Nadu, India
Lob, Aneesha
[1
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Pal, Bikramjeet P.
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Sankara Nethralaya, Shri Bhagwan Mahavir Vitreoretinal, Dept Vitreo Retina, Madras 600006, Tamil Nadu, IndiaSankara Nethralaya, Shri Bhagwan Mahavir Vitreoretinal, Dept Vitreo Retina, Madras 600006, Tamil Nadu, India
Pal, Bikramjeet P.
[1
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Oliveira, Carlos Manta
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Sankara Nethralaya, Shri Bhagwan Mahavir Vitreoretinal, Dept Vitreo Retina, Madras 600006, Tamil Nadu, India
Crit Hlth SA, P-3045504 Coimbra, PortugalSankara Nethralaya, Shri Bhagwan Mahavir Vitreoretinal, Dept Vitreo Retina, Madras 600006, Tamil Nadu, India
Oliveira, Carlos Manta
[1
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Raman, Rajiv
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Sankara Nethralaya, Shri Bhagwan Mahavir Vitreoretinal, Dept Vitreo Retina, Madras 600006, Tamil Nadu, IndiaSankara Nethralaya, Shri Bhagwan Mahavir Vitreoretinal, Dept Vitreo Retina, Madras 600006, Tamil Nadu, India
Raman, Rajiv
[1
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Sharma, Tarun
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Sankara Nethralaya, Shri Bhagwan Mahavir Vitreoretinal, Dept Vitreo Retina, Madras 600006, Tamil Nadu, IndiaSankara Nethralaya, Shri Bhagwan Mahavir Vitreoretinal, Dept Vitreo Retina, Madras 600006, Tamil Nadu, India
Sharma, Tarun
[1
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机构:
[1] Sankara Nethralaya, Shri Bhagwan Mahavir Vitreoretinal, Dept Vitreo Retina, Madras 600006, Tamil Nadu, India
Aim: To evaluate the efficacy of an automated retinal image grading system in diabetic retinopathy (DR) screening. Materials and Methods: Color fundus images of patients of a DR screening project were analyzed for the purpose of the study. For each eye two set of images were acquired, one centerd on the disk and the other centerd on the macula. All images were processed by automated DR screening software (Retmarker). The results were compared to ophthalmologist grading of the same set of photographs. Results: 5780 images of 1445 patients were analyzed. Patients were screened into two categories DR or no DR. Image quality was high, medium and low in 71 (4.91%), 1117 (77.30%) and 257 (17.78%) patients respectively. Specificity and sensitivity for detecting DR in the high, medium and low group were (0.59, 0.91); (0.11, 0.95) and (0.93, 0.14). Conclusion: Automated retinal image screening system for DR had a high sensitivity in high and medium quality images. Automated DR grading software's hold promise in future screening programs.
机构:
Post Grad Inst Med Educ & Res, Adv Eye Ctr, Dept Ophthalmol, Chandigarh 160012, IndiaPost Grad Inst Med Educ & Res, Adv Eye Ctr, Dept Ophthalmol, Chandigarh 160012, India
Gupta, Vishali
Bansal, Reema
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Post Grad Inst Med Educ & Res, Adv Eye Ctr, Dept Ophthalmol, Chandigarh 160012, IndiaPost Grad Inst Med Educ & Res, Adv Eye Ctr, Dept Ophthalmol, Chandigarh 160012, India
Bansal, Reema
Gupta, Amod
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Post Grad Inst Med Educ & Res, Adv Eye Ctr, Dept Ophthalmol, Chandigarh 160012, IndiaPost Grad Inst Med Educ & Res, Adv Eye Ctr, Dept Ophthalmol, Chandigarh 160012, India
Gupta, Amod
Bhansali, Anil
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Post Grad Inst Med Educ & Res, Dept Endocrinol, Chandigarh 160012, IndiaPost Grad Inst Med Educ & Res, Adv Eye Ctr, Dept Ophthalmol, Chandigarh 160012, India