Automated diabetic retinopathy imaging in Indian eyes: A pilot study
被引:10
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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
[1
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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
,2
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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:
Chinese Univ Hong Kong, Ophthalmol & Visual Sci, Hong Kong, Hong Kong, Peoples R ChinaChinese Univ Hong Kong, Ophthalmol & Visual Sci, Hong Kong, Hong Kong, Peoples R China
Tang, Fangyao
Sun, Zihan
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Chinese Univ Hong Kong, Ophthalmol & Visual Sci, Hong Kong, Hong Kong, Peoples R ChinaChinese Univ Hong Kong, Ophthalmol & Visual Sci, Hong Kong, Hong Kong, Peoples R China
Sun, Zihan
Wong, Raymond
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Chinese Univ Hong Kong, Ophthalmol & Visual Sci, Hong Kong, Hong Kong, Peoples R ChinaChinese Univ Hong Kong, Ophthalmol & Visual Sci, Hong Kong, Hong Kong, Peoples R China
Wong, Raymond
Ng, Danny
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Chinese Univ Hong Kong, Ophthalmol & Visual Sci, Hong Kong, Hong Kong, Peoples R ChinaChinese Univ Hong Kong, Ophthalmol & Visual Sci, Hong Kong, Hong Kong, Peoples R China
Ng, Danny
Cheung, Carol Yim-lui
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Chinese Univ Hong Kong, Ophthalmol & Visual Sci, Hong Kong, Hong Kong, Peoples R ChinaChinese Univ Hong Kong, Ophthalmol & Visual Sci, Hong Kong, Hong Kong, Peoples R China
机构:
Radhatri Nethralaya, 12 Hindi Prachara Sabha St, Chennai 600017, Tamil Nadu, IndiaRadhatri Nethralaya, 12 Hindi Prachara Sabha St, Chennai 600017, Tamil Nadu, India
机构:
Sankara Nethralaya, Med Res Fdn, Madras, Tamil Nadu, IndiaSankara Nethralaya, Med Res Fdn, Madras, Tamil Nadu, India
Gupta, Chanda
Tan, Roy
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机构:
Tan Tock Seng Hosp, Natl Healthcare Grp Eye Inst, Singapore, SingaporeSankara Nethralaya, Med Res Fdn, Madras, Tamil Nadu, India
Tan, Roy
Mishra, Chitaranjan
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Aravind Eye Hosp, Madurai, Tamil Nadu, IndiaSankara Nethralaya, Med Res Fdn, Madras, Tamil Nadu, India
Mishra, Chitaranjan
Khandelwal, Neha
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Tan Tock Seng Hosp, Natl Healthcare Grp Eye Inst, Singapore, SingaporeSankara Nethralaya, Med Res Fdn, Madras, Tamil Nadu, India
Khandelwal, Neha
Raman, Rajiv
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Sankara Nethralaya, Med Res Fdn, Madras, Tamil Nadu, IndiaSankara Nethralaya, Med Res Fdn, Madras, Tamil Nadu, India
Raman, Rajiv
Kim, Ramasamy
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Aravind Eye Hosp, Madurai, Tamil Nadu, IndiaSankara Nethralaya, Med Res Fdn, Madras, Tamil Nadu, India
Kim, Ramasamy
Agrawal, Rupesh
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机构:
Tan Tock Seng Hosp, Natl Healthcare Grp Eye Inst, Singapore, Singapore
Nanyang Technol Univ, Sch Mat Sci & Engn, Singapore, SingaporeSankara Nethralaya, Med Res Fdn, Madras, Tamil Nadu, India
Agrawal, Rupesh
Sen, Parveen
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机构:
Sankara Nethralaya, Med Res Fdn, Madras, Tamil Nadu, IndiaSankara Nethralaya, Med Res Fdn, Madras, Tamil Nadu, India