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Head-to-Head Comparative Evaluation of Four Commercially Available Artificial Intelligence Systems for Detecting Referable Diabetic Retinopathy in a Tanzanian Population.

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Title: Head-to-Head Comparative Evaluation of Four Commercially Available Artificial Intelligence Systems for Detecting Referable Diabetic Retinopathy in a Tanzanian Population.
Authors: Cleland CR; International Centre for Eye Health, London School of Hygiene and Tropical Medicine, London, U.K.; Eye Department, Kilimanjaro Christian Medical Centre, Moshi, Tanzania., Bascaran C; International Centre for Eye Health, London School of Hygiene and Tropical Medicine, London, U.K., Makupa WU; Eye Department, Kilimanjaro Christian Medical Centre, Moshi, Tanzania., Shilio B; Ministry of Health, Dodoma, Tanzania., Tufail A; National Institute for Health and Care Research Biomedical Research Centre for Ophthalmology, Moorfields Hospital London NHS Foundation Trust and University College London Institute of Ophthalmology, London, U.K., Egan C; National Institute for Health and Care Research Biomedical Research Centre for Ophthalmology, Moorfields Hospital London NHS Foundation Trust and University College London Institute of Ophthalmology, London, U.K., Fajtl J; Population Health Research Institute, City St. George's University of London, London, U.K., Olvera-Barrios A; National Institute for Health and Care Research Biomedical Research Centre for Ophthalmology, Moorfields Hospital London NHS Foundation Trust and University College London Institute of Ophthalmology, London, U.K., Rudnicka AR; Population Health Research Institute, City St. George's University of London, London, U.K., Owen CG; Population Health Research Institute, City St. George's University of London, London, U.K., Wallis C; Dorset Diabetic Eye Screening Programme, Bournemouth, U.K., Cartwright E; University Hospitals Sussex NHS Foundation Trust, Worthing, U.K., Bastawrous A; International Centre for Eye Health, London School of Hygiene and Tropical Medicine, London, U.K., Macleod D; Department of Infectious Disease Epidemiology, Faculty of Epidemiology and Population Health, London School of Hygiene and Tropical Medicine, London, U.K., Burton MJ; International Centre for Eye Health, London School of Hygiene and Tropical Medicine, London, U.K.; National Institute for Health and Care Research Biomedical Research Centre for Ophthalmology, Moorfields Hospital London NHS Foundation Trust and University College London Institute of Ophthalmology, London, U.K.
Source: Diabetes care [Diabetes Care] 2026 Aug 01; Vol. 49 (8), pp. 1451-1457.
Publication Type: Journal Article; Comparative Study
Journal Info: Publisher: American Diabetes Association Country of Publication: United States NLM ID: 7805975 Publication Model: Print Cited Medium: Internet ISSN: 1935-5548 (Electronic) Linking ISSN: 01495992 NLM ISO Abbreviation: Diabetes Care Subsets: MEDLINE
Database: MEDLINE Ultimate
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  Data: Head-to-Head Comparative Evaluation of Four Commercially Available Artificial Intelligence Systems for Detecting Referable Diabetic Retinopathy in a Tanzanian Population.
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  Data: <searchLink fieldCode="AU" term="%22Cleland+CR%22">Cleland CR</searchLink>; International Centre for Eye Health, London School of Hygiene and Tropical Medicine, London, U.K.; Eye Department, Kilimanjaro Christian Medical Centre, Moshi, Tanzania.<br /><searchLink fieldCode="AU" term="%22Bascaran+C%22">Bascaran C</searchLink>; International Centre for Eye Health, London School of Hygiene and Tropical Medicine, London, U.K.<br /><searchLink fieldCode="AU" term="%22Makupa+WU%22">Makupa WU</searchLink>; Eye Department, Kilimanjaro Christian Medical Centre, Moshi, Tanzania.<br /><searchLink fieldCode="AU" term="%22Shilio+B%22">Shilio B</searchLink>; Ministry of Health, Dodoma, Tanzania.<br /><searchLink fieldCode="AU" term="%22Tufail+A%22">Tufail A</searchLink>; National Institute for Health and Care Research Biomedical Research Centre for Ophthalmology, Moorfields Hospital London NHS Foundation Trust and University College London Institute of Ophthalmology, London, U.K.<br /><searchLink fieldCode="AU" term="%22Egan+C%22">Egan C</searchLink>; National Institute for Health and Care Research Biomedical Research Centre for Ophthalmology, Moorfields Hospital London NHS Foundation Trust and University College London Institute of Ophthalmology, London, U.K.<br /><searchLink fieldCode="AU" term="%22Fajtl+J%22">Fajtl J</searchLink>; Population Health Research Institute, City St. George's University of London, London, U.K.<br /><searchLink fieldCode="AU" term="%22Olvera-Barrios+A%22">Olvera-Barrios A</searchLink>; National Institute for Health and Care Research Biomedical Research Centre for Ophthalmology, Moorfields Hospital London NHS Foundation Trust and University College London Institute of Ophthalmology, London, U.K.<br /><searchLink fieldCode="AU" term="%22Rudnicka+AR%22">Rudnicka AR</searchLink>; Population Health Research Institute, City St. George's University of London, London, U.K.<br /><searchLink fieldCode="AU" term="%22Owen+CG%22">Owen CG</searchLink>; Population Health Research Institute, City St. George's University of London, London, U.K.<br /><searchLink fieldCode="AU" term="%22Wallis+C%22">Wallis C</searchLink>; Dorset Diabetic Eye Screening Programme, Bournemouth, U.K.<br /><searchLink fieldCode="AU" term="%22Cartwright+E%22">Cartwright E</searchLink>; University Hospitals Sussex NHS Foundation Trust, Worthing, U.K.<br /><searchLink fieldCode="AU" term="%22Bastawrous+A%22">Bastawrous A</searchLink>; International Centre for Eye Health, London School of Hygiene and Tropical Medicine, London, U.K.<br /><searchLink fieldCode="AU" term="%22Macleod+D%22">Macleod D</searchLink>; Department of Infectious Disease Epidemiology, Faculty of Epidemiology and Population Health, London School of Hygiene and Tropical Medicine, London, U.K.<br /><searchLink fieldCode="AU" term="%22Burton+MJ%22">Burton MJ</searchLink>; International Centre for Eye Health, London School of Hygiene and Tropical Medicine, London, U.K.; National Institute for Health and Care Research Biomedical Research Centre for Ophthalmology, Moorfields Hospital London NHS Foundation Trust and University College London Institute of Ophthalmology, London, U.K.
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  Data: <i>Publisher: </i><searchLink fieldCode="PB" term="%22American+Diabetes+Association%22">American Diabetes Association </searchLink><i>Country of Publication: </i>United States <i>NLM ID: </i>7805975 <i>Publication Model: </i>Print <i>Cited Medium: </i>Internet <i>ISSN: </i>1935-5548 (Electronic) <i>Linking ISSN: </i><searchLink fieldCode="IS" term="%2201495992%22">01495992 </searchLink><i>NLM ISO Abbreviation: </i>Diabetes Care <i>Subsets: </i>MEDLINE
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