Research map: AI-driven clinical decision support for diabetic retinopathy screening using portable fundus imaging in low-resource health systems

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Papers in this map

  1. The burden and risks of emerging complications of diabetes mellitus · Dunya Tomic · 2022 · 1174 citations · Cited by this paper
  2. Time-to-event modelling of diabetic nephropathy in patients with type 2 diabetes mellitus: A parametric survival analysis with internal and external validation · 2026 · Related
  3. Prevalence of Diabetes in India: A Review of IDF Diabetes Atlas 10th Edition · Arvind Kumar · 2023 · 373 citations · Cited by this paper
  4. Differential roles of visceral and subcutaneous adipose tissue in metabolic syndrome: insights from NHANES 2011–2018 · 2026 · Related
  5. A critical review on diagnosis of diabetic retinopathy using machine learning and deep learning · Dolly Das · 2022 · 148 citations · Cited by this paper
  6. More than sugar: investigating determinants of knowledge and stigma of type II diabetes in Urban India · 2026 · Related
  7. Prevalence of diabetic retinopathy in India stratified by known and undiagnosed diabetes, urban–rural locations, and socioeconomic indices: results from the SMART India population-based cross-sectional screening study · Rajiv Raman · 2022 · 106 citations · Cited by this paper
  8. TransSE-ResNet and Spider-Tailed Kite Optimization: a novel framework for diabetes prediction and personalized diet recommendations · 2026 · Related
  9. Telehealth Technologies in Diabetes Self-management and Education · Vidya Sharma · 2022 · 67 citations · Cited by this paper
  10. DFU prognostic model shortcomings: validation and staging gaps · 2026 · Related
  11. Digital health and diabetes: experience from India · Jothydev Kesavadev · 2021 · 54 citations · Cited by this paper
  12. DR-Cinque: diabetic retinopathy cinque classification via deep dual segmentation-based neural network · 2026 · Related
  13. Economic burden of diabetes-related hypoglycemia on patients, payors, and employers · Lizheng Shi · 2021 · 49 citations · Cited by this paper
  14. Preliminary feasibility of non-invasive breath-based glucose estimation compared with capillary glucose measurement: a cross-sectional pilot study · 2026 · Related
  15. Artificial Intelligence-Assisted Nanosensors for Clinical Diagnostics: Current Advances and Future Prospects · Shuo Yin · 2025 · 39 citations · Cited by this paper
  16. Correlation between hepcidin and iron profile in diabetic and non-diabetic chronic kidney disease—an observational comparative study · 2026 · Related
  17. Diabetic Retinopathy Leading to Blindness- A Review · Amandeep Kaur · 2024 · 32 citations · Cited by this paper
  18. The effect of time restricted eating on glycemic control in patients of type 2 diabetes mellitus · 2026 · Related
  19. Head to head comparison of diagnostic performance of three non-mydriatic cameras for diabetic retinopathy screening with artificial intelligence · Mehmet Erkan Doğan · 2024 · 30 citations · Cited by this paper
  20. Advancing Diabetic Retinopathy Screening: A Systematic Review of Artificial Intelligence and Optical Coherence Tomography Angiography Innovations · Alireza Hayati · 2025 · 29 citations · Cited by this paper
  21. Imaging Modalities Employed in Diabetic Retinopathy Screening: A Review and Meta-Analysis · Piotr Kanclerz · 2021 · 27 citations · Cited by this paper
  22. Classification of Diabetic Retinopathy Severity Using Deep Learning Techniques on Retinal Images · A. Aruna Kumari · 2024 · 26 citations · Cited by this paper
  23. Digital innovations for retinal care in diabetic retinopathy · Stela Vujosevic · 2022 · 24 citations · Cited by this paper
  24. Autonomous Artificial Intelligence in Diabetic Retinopathy Testing—Lessons Learned on Successful Health System Adoption · Clare Teng · 2025 · 22 citations · Cited by this paper
  25. Training of nonophthalmologists in diabetic retinopathy screening · Padmaja K Rani · 2021 · 19 citations · Cited by this paper
  26. Diagnostic accuracy of smartphone-based artificial intelligence systems for detecting diabetic retinopathy: A systematic review and meta-analysis · Syed Umar Hasan · 2023 · 18 citations · Cited by this paper
  27. Evaluation of Diagnostic Services in Rural and Remote Areas: Bottlenecks, Success Stories, and Solutions · Pratyush Kumar · 2025 · 16 citations · Cited by this paper
  28. Various models for diabetic retinopathy screening that can be applied to India · Ramachandran Rajalakshmi · 2021 · 14 citations · Cited by this paper
  29. Eye care interventions that reduce access inequities for women, rural residents and older people in low-middle-income countries: a scoping review · Magnolia Cardona · 2025 · 13 citations · Cited by this paper
  30. Advancing Diabetic Retinopathy Detection with AI and Deep Learning: Opportunities, Limitations, and Clinical Barriers · Syeda Tayyiba Rahat · 2025 · 12 citations · Cited by this paper
  31. Diabetic retinopathy screening and management in India · Atul Kumar · 2021 · 11 citations · Cited by this paper
  32. Healthy Here: A Promising Referral System Model for Community–Clinical Linkages to Prevent Chronic Disease · Theresa Hayes Cruz · 2022 · 9 citations · Cited by this paper
  33. Diabetic retinopathy in rural communities: a review of barriers to access of care and potential solutions · Jens Burmeister · 2025 · 9 citations · Cited by this paper
  34. Acceptability, applicability, and cost-utility of artificial-intelligence-powered low-cost portable fundus camera for diabetic retinopathy screening in primary health care settings · Yanxian Chen · 2025 · 8 citations · Cited by this paper
  35. Stratified Multisource Optical Coherence Tomography Integration and Cross-Pathology Validation Framework for Automated Retinal Diagnostics · Marc E. Sher · 2025 · 8 citations · Cited by this paper
  36. Exploring patient and health care provider perspectives on barriers to diabetic retinopathy screening in public health facilities in North India · Anshul Chauhan · 2025 · 7 citations · Cited by this paper
  37. How far persons with diabetes travel for care? Spatial analysis from a tertiary care facility in Southern India · Jeby Jose Olickal · 2021 · 6 citations · Cited by this paper
  38. Does rural India need a new primary healthcare delivery model? · Md Haseen Akhtar · 2023 · 6 citations · Cited by this paper
  39. Guidelines for preoperative visual function and imaging examination standards in vitreoretinal surgery (2025) · Yi Shao · 2025 · 2 citations · Cited by this paper

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