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Clinically significant macular edema in an underserved population: Association with demographic factors and hemoglobin A1c. Optom Vis Sci. 2024 Jan 01; 101(1):25-36.
Parimi V, Elsner AE, Gast TJ, Chen Z, Baskaran K, Alhamami MA, Litvin TV, Ozawa GY, Cuadros JA. PMID: 38350055.
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Humans
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A deep learning model for novel systemic biomarkers in photographs of the external eye: a retrospective study. Lancet Digit Health. 2023 05; 5(5):e257-e264.
Babenko B, Traynis I, Chen C, Singh P, Uddin A, Cuadros J, Daskivich LP, Maa AY, Kim R, Kang EY, Matias Y, Corrado GS, Peng L, Webster DR, Semturs C, Krause J, Varadarajan AV, Hammel N, Liu Y. PMID: 36966118.
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7 Fields:
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Humans
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Artificial Intelligence for Predicting and Diagnosing Complications of Diabetes. J Diabetes Sci Technol. 2023 01; 17(1):224-238.
Huang J, Yeung AM, Armstrong DG, Battarbee AN, Cuadros J, Espinoza JC, Kleinberg S, Mathioudakis N, Swerdlow MA, Klonoff DC. PMID: 36121302; PMCID: PMC9846408.
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10 Fields:
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Humans
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Detection of signs of disease in external photographs of the eyes via deep learning. Nat Biomed Eng. 2022 12; 6(12):1370-1383.
Babenko B, Mitani A, Traynis I, Kitade N, Singh P, Maa AY, Cuadros J, Corrado GS, Peng L, Webster DR, Varadarajan A, Hammel N, Liu Y. PMID: 35352000; PMCID: PMC8963675.
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25 Fields:
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Humans
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Deep Learning to Detect OCT-derived Diabetic Macular Edema from Color Retinal Photographs: A Multicenter Validation Study. Ophthalmol Retina. 2022 05; 6(5):398-410.
Liu X, Ali TK, Singh P, Shah A, McKinney SM, Ruamviboonsuk P, Turner AW, Keane PA, Chotcomwongse P, Nganthavee V, Chia M, Huemer J, Cuadros J, Raman R, Corrado GS, Peng L, Webster DR, Hammel N, Varadarajan AV, Liu Y, Chopra R, Bavishi P. PMID: 34999015.
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13 Fields:
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Humans
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Feasibility of a Bi-national Consulate-based Teleophthalmology Screening and Referral Protocol for Diabetic Retinopathy among Mexican Migrants in the United States. J Health Care Poor Underserved. 2022; 33(1):221-233.
Foreman J, Lahiff M, Hernández EG, Jiménez-Corona A, Matsui R, Cuadros J, Pizano S, Peters H, Castañeda X, Maus M. PMID: 35153216.
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HumansPHPublic Health
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Predicting the risk of developing diabetic retinopathy using deep learning. Lancet Digit Health. 2021 01; 3(1):e10-e19.
Bora A, Balasubramanian S, Babenko B, Virmani S, Venugopalan S, Mitani A, de Oliveira Marinho G, Cuadros J, Ruamviboonsuk P, Corrado GS, Peng L, Webster DR, Varadarajan AV, Hammel N, Liu Y, Bavishi P. PMID: 33735063.
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57 Fields:
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Humans
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Adherence to ophthalmology referral, treatment and follow-up after diabetic retinopathy screening in the primary care setting. BMJ Open Diabetes Res Care. 2020 06; 8(1).
Bresnick G, Cuadros JA, Khan M, Fleischmann S, Wolff G, Limon A, Chang J, Jiang L, Cuadros P, Pedersen ER. PMID: 32576560; PMCID: PMC7312438.
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16 Translation:
Humans
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The Real-World Impact of Artificial Intelligence on Diabetic Retinopathy Screening in Primary Care. J Diabetes Sci Technol. 2021 05; 15(3):664-665.
Cuadros J. PMID: 32329352; PMCID: PMC8120063.
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6 Fields:
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HumansPHPublic Health
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Predicting optical coherence tomography-derived diabetic macular edema grades from fundus photographs using deep learning. Nat Commun. 2020 01 08; 11(1):130.
Varadarajan AV, Bavishi P, Ruamviboonsuk P, Chotcomwongse P, Venugopalan S, Narayanaswamy A, Cuadros J, Kanai K, Bresnick G, Tadarati M, Silpa-Archa S, Limwattanayingyong J, Nganthavee V, Ledsam JR, Keane PA, Corrado GS, Peng L, Webster DR. PMID: 31913272; PMCID: PMC6949287.
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38 Fields:
Translation:
HumansCTClinical Trials
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The Value of Automated Diabetic Retinopathy Screening with the EyeArt System: A Study of More Than 100,000 Consecutive Encounters from People with Diabetes. Diabetes Technol Ther. 2019 11; 21(11):635-643.
Bhaskaranand M, Ramachandra C, Bhat S, Cuadros J, Nittala MG, Sadda SR, Solanki K. PMID: 31335200; PMCID: PMC6812728.
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PubMed Mentions:
65 Fields:
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HumansPHPublic Health
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Central Macular Thickness in Diabetic Patients: A Sex-based Analysis. Optom Vis Sci. 2019 04; 96(4):266-275.
Arthur E, Young SB, Elsner AE, Baskaran K, Papay JA, Muller MS, Gast TJ, Haggerty BP, Clark CA, Malinovsky VE, Brahm SG, Litvin TV, Ozawa GY, Cuadros JA. PMID: 30907864; PMCID: PMC6445750.
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5 Fields:
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Humans
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Automated Quality Assessment of Colour Fundus Images for Diabetic Retinopathy Screening in Telemedicine. J Digit Imaging. 2018 12; 31(6):869-878.
Saha SK, Fernando B, Cuadros J, Xiao D, Kanagasingam Y. PMID: 29704086; PMCID: PMC6261197.
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28 Fields:
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Humans
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Blind spots in telemedicine: a qualitative study of staff workarounds to resolve gaps in diabetes management. BMC Health Serv Res. 2018 08 07; 18(1):617.
Bouskill K, Smith-Morris C, Bresnick G, Cuadros J, Pedersen ER. PMID: 30086743; PMCID: PMC6081904.
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PubMed Mentions:
15 Fields:
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HumansPHPublic Health
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Diabetic Retinopathy and the Cascade into Vision Loss. Med Anthropol. 2020 Feb-Mar; 39(2):109-122.
Smith-Morris C, Bresnick GH, Cuadros J, Bouskill KE, Pedersen ER. PMID: 29338335.
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PubMed Mentions:
6 Fields:
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Humans
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Comparison of Cysts in Red and Green Images for Diabetic Macular Edema. Optom Vis Sci. 2017 02; 94(2):137-149.
Alhamami MA, Elsner AE, Malinovsky VE, Clark CA, Haggerty BP, Ozawa GY, Cuadros JA, Baskaran K, Gast TJ, Litvin TV, Muller MS, Brahm SG, Young SB, Miura M. PMID: 27846063; PMCID: PMC5266646.
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PubMed Mentions:
6 Fields:
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Humans
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A Revised Approach for the Detection of Sight-Threatening Diabetic Macular Edema. JAMA Ophthalmol. 2017 Jan 01; 135(1):62-68.
Litvin TV, Bresnick GH, Cuadros JA, Selvin S, Kanai K, Ozawa GY. PMID: 27930756.
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PubMed Mentions:
5 Fields:
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Humans
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Can Commercially Available Handheld Retinal Cameras Effectively Screen Diabetic Retinopathy? J Diabetes Sci Technol. 2017 01; 11(1):135-137.
Cuadros J, Bresnick G. PMID: 28264174; PMCID: PMC5375086.
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9 Fields:
Translation:
HumansPHPublic Health
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Development and Validation of a Deep Learning Algorithm for Detection of Diabetic Retinopathy in Retinal Fundus Photographs. JAMA. 2016 12 13; 316(22):2402-2410.
Gulshan V, Peng L, Coram M, Stumpe MC, Wu D, Narayanaswamy A, Venugopalan S, Widner K, Madams T, Cuadros J, Kim R, Raman R, Nelson PC, Mega JL, Webster DR. PMID: 27898976.
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1920 Fields:
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Humans
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Automated Diabetic Retinopathy Screening and Monitoring Using Retinal Fundus Image Analysis. J Diabetes Sci Technol. 2016 Feb 16; 10(2):254-61.
Bhaskaranand M, Ramachandra C, Bhat S, Cuadros J, Nittala MG, Sadda S, Solanki K. PMID: 26888972; PMCID: PMC4773978.
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PubMed Mentions:
37 Fields:
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HumansPHPublic Health
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Improving Accuracy of Grading and Referral of Diabetic Macular Edema Using Location and Extent of Hard Exudates in Retinal Photography. J Diabetes Sci Technol. 2015 Nov 17; 10(2):262-70.
Litvin TV, Weissenberg CR, Daskivich LP, Zhou Q, Bresnick GH, Cuadros JA. PMID: 26581880; PMCID: PMC4773974.
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PubMed Mentions:
1 Fields:
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Humans
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Utility of hard exudates for the screening of macular edema. Optom Vis Sci. 2014 Apr; 91(4):370-5.
Litvin TV, Ozawa GY, Bresnick GH, Cuadros JA, Muller MS, Elsner AE, Gast TJ. PMID: 24561961; PMCID: PMC3969389.
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PubMed Mentions:
10 Fields:
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Humans
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Vessel network detection using contour evolution and color components. Annu Int Conf IEEE Eng Med Biol Soc. 2010; 2010:3129-32.
Ushizima DM, Medeiros FN, Cuadros J, Martins CI. PMID: 21095748.
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EyePACS: an adaptable telemedicine system for diabetic retinopathy screening. J Diabetes Sci Technol. 2009 May 01; 3(3):509-16.
Cuadros J, Bresnick G. PMID: 20144289; PMCID: PMC2769884.
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PubMed Mentions:
93 Fields:
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HumansPHPublic Health
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Is the future now? Optom Vis Sci. 2006 Feb; 83(2):62-4.
Cuadros J. PMID: 16501404.
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Humans
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EyePACS: an open source clinical communication system for eye care. Stud Health Technol Inform. 2004; 107(Pt 1):207-11.
Cuadros J, Sim I. PMID: 15360804.
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PubMed Mentions:
5 Fields:
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Humans