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Related Concept Videos

Diabetic Retinopathy01:27

Diabetic Retinopathy

DefinitionDiabetic retinopathy is a microvascular complication of diabetes affecting the retinal blood vessels.Risk FactorsDiabetic retinopathy is present in almost all individuals with type 1 diabetes and more than 60% of those with type 2 diabetes after two decades of disease.The risk increases with poor glycemic control, hypertension, dyslipidemia, smoking, pregnancy, and puberty.Although cataracts and glaucoma are also more frequent in people with diabetes, retinopathy remains the leading...
Diabetic Nephropathy01:28

Diabetic Nephropathy

Definition Diabetic nephropathy is a chronic kidney complication that results from prolonged hyperglycemia.Prevalence It is the most common cause of chronic kidney disease (CKD) and end-stage renal disease (ESRD) worldwide, affecting up to half of individuals with diabetes.Pathophysiology • Sustained hyperglycemia triggers multiple hemodynamic and metabolic changes in the kidney. • Early in the disease, increased renal blood flow and glomerular hyperfiltration occur due to afferent arteriolar...

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Related Experiment Video

Updated: May 10, 2026

Author Spotlight: Unraveling the Pathogenesis of Age-Related Macular Degeneration and Discovering Potential Therapies
06:16

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[An adaptive multi-label classification model for diabetic retinopathy lesion recognition].

Xina Liu1, Jun Xie2, Junjun Hou3

  • 1College of Electrical and Power Engineering, Taiyuan University of Technology, Taiyuan 030024, P. R. China.

Sheng Wu Yi Xue Gong Cheng Xue Za Zhi = Journal of Biomedical Engineering = Shengwu Yixue Gongchengxue Zazhi
|October 28, 2025
PubMed
Summary

Diabetic retinopathy detection is improved with a new AI model (D-LAM) that excels at identifying small lesions in fluorescein angiography images. This advanced technique offers better accuracy for early diagnosis of this common diabetic complication.

Area of Science:

  • Ophthalmology
  • Medical Imaging
  • Artificial Intelligence
Keywords:
Category-adaptive mappingDiabetic retinopathyFundus fluorescein angiographyLabel-specific decodingLesion recognitionMulti-label classificationSmooth focal loss

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