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A machine learning model for diabetic retinopathy risk stratification using routine blood and urine parameters: insights into kidney-eye crosstalk.

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Title: A machine learning model for diabetic retinopathy risk stratification using routine blood and urine parameters: insights into kidney-eye crosstalk.
Authors: Wang Y; Department of Ophthalmology, Affiliated Nantong Clinical College of Nantong University, Nantong First People's Hospital, Nantong, Jiangsu, China.; Department of Ophthalmology, Nantong First People's Hospital, Nantong, China., Yao L; Department of Ophthalmology, Affiliated Nantong Clinical College of Nantong University, Nantong First People's Hospital, Nantong, Jiangsu, China.; Department of Ophthalmology, Nantong First People's Hospital, Nantong, China., Chen T; Medical Research Center, Nantong First People's Hospital, Nantong, China., Zhang Q; Department of Ophthalmology, Affiliated Nantong Clinical College of Nantong University, Nantong First People's Hospital, Nantong, Jiangsu, China.; Department of Ophthalmology, Nantong First People's Hospital, Nantong, China., Cao X; Department of Ophthalmology, Nantong First People's Hospital, Nantong, China., Gu J; Department of Ophthalmology, Nantong First People's Hospital, Nantong, China., Bao S; Department of Ophthalmology, Nantong First People's Hospital, Nantong, China., Chen X; Department of Ophthalmology, Nantong First People's Hospital, Nantong, China., Cao C; Department of Ophthalmology, Nantong First People's Hospital, Nantong, China.
Source: Frontiers in endocrinology [Front Endocrinol (Lausanne)] 2026 Jun 17; Vol. 17, pp. 1843412. Date of Electronic Publication: 2026 Jun 17 (Print Publication: 2026).
Publication Type: Journal Article
Journal Info: Publisher: Frontiers Research Foundation] Country of Publication: Switzerland NLM ID: 101555782 Publication Model: eCollection Cited Medium: Print ISSN: 1664-2392 (Print) Linking ISSN: 16642392 NLM ISO Abbreviation: Front Endocrinol (Lausanne) Subsets: MEDLINE
Database: MEDLINE Ultimate
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  Data: A machine learning model for diabetic retinopathy risk stratification using routine blood and urine parameters: insights into kidney-eye crosstalk.
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  Data: <searchLink fieldCode="AU" term="%22Wang+Y%22">Wang Y</searchLink>; Department of Ophthalmology, Affiliated Nantong Clinical College of Nantong University, Nantong First People's Hospital, Nantong, Jiangsu, China.; Department of Ophthalmology, Nantong First People's Hospital, Nantong, China.<br /><searchLink fieldCode="AU" term="%22Yao+L%22">Yao L</searchLink>; Department of Ophthalmology, Affiliated Nantong Clinical College of Nantong University, Nantong First People's Hospital, Nantong, Jiangsu, China.; Department of Ophthalmology, Nantong First People's Hospital, Nantong, China.<br /><searchLink fieldCode="AU" term="%22Chen+T%22">Chen T</searchLink>; Medical Research Center, Nantong First People's Hospital, Nantong, China.<br /><searchLink fieldCode="AU" term="%22Zhang+Q%22">Zhang Q</searchLink>; Department of Ophthalmology, Affiliated Nantong Clinical College of Nantong University, Nantong First People's Hospital, Nantong, Jiangsu, China.; Department of Ophthalmology, Nantong First People's Hospital, Nantong, China.<br /><searchLink fieldCode="AU" term="%22Cao+X%22">Cao X</searchLink>; Department of Ophthalmology, Nantong First People's Hospital, Nantong, China.<br /><searchLink fieldCode="AU" term="%22Gu+J%22">Gu J</searchLink>; Department of Ophthalmology, Nantong First People's Hospital, Nantong, China.<br /><searchLink fieldCode="AU" term="%22Bao+S%22">Bao S</searchLink>; Department of Ophthalmology, Nantong First People's Hospital, Nantong, China.<br /><searchLink fieldCode="AU" term="%22Chen+X%22">Chen X</searchLink>; Department of Ophthalmology, Nantong First People's Hospital, Nantong, China.<br /><searchLink fieldCode="AU" term="%22Cao+C%22">Cao C</searchLink>; Department of Ophthalmology, Nantong First People's Hospital, Nantong, China.
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  Data: <searchLink fieldCode="JN" term="%22101555782%22">Frontiers in endocrinology</searchLink> [Front Endocrinol (Lausanne)] 2026 Jun 17; Vol. 17, pp. 1843412. <i>Date of Electronic Publication: </i>2026 Jun 17 (<i>Print Publication: </i>2026).
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  Data: <i>Publisher: </i><searchLink fieldCode="PB" term="%22Frontiers+Research+Foundation]%22">Frontiers Research Foundation] </searchLink><i>Country of Publication: </i>Switzerland <i>NLM ID: </i>101555782 <i>Publication Model: </i>eCollection <i>Cited Medium: </i>Print <i>ISSN: </i>1664-2392 (Print) <i>Linking ISSN: </i><searchLink fieldCode="IS" term="%2216642392%22">16642392 </searchLink><i>NLM ISO Abbreviation: </i>Front Endocrinol (Lausanne) <i>Subsets: </i>MEDLINE
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        Value: 10.3389/fendo.2026.1843412
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        Text: English
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              Text: 2026 Jun 17
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