Assessment of diabetic retinopathy progression using CNN from ocular thermal images

Author:

Raut Roshani,Sapkal Ashwini,Ingale Vaishali,Borkar Pradnya,Bhanarkar Parul

Publisher

Springer Science and Business Media LLC

Subject

Geometry and Topology,Theoretical Computer Science,Software

Reference17 articles.

1. American Academy of Ophthalmology (2023) What is diabetic retinopathy? [Online]. https://www.aao.org/eye-health/diseases/what-is-diabetic-retinopathy

2. Diabetic Retinopathy Detection APTOS Dataset (2023) https://www.kaggle.com/datasets/mariaherrerot/aptos2019. Accessed 8/1/2023.

3. Gangwar AK, Ravi V (2020) Diabetic retinopathy detection using transfer learning and deep learning. Evol Comput Intell 66:679–689

4. Gao Z, Li J, Guo J, Chen Y, Yi Z, Zhong J (2018) Diagnosis of diabetic retinopathy using deep neural networks. IEEE Access J 7:3360–3370

5. Harper CA, Keeffe JE (2012) Diabetic retinopathy management guidelines. Expet Rev Ophthalmol 7(5):417–439

Cited by 2 articles. 订阅此论文施引文献 订阅此论文施引文献,注册后可以免费订阅5篇论文的施引文献,订阅后可以查看论文全部施引文献

1. Thermal mapping the eye: A critical review of advances in infrared imaging for disease detection;Journal of Thermal Biology;2024-04

2. Diabetic Retinopathy Detection Using Convolutional Neural Network;2023 7th International Conference On Computing, Communication, Control And Automation (ICCUBEA);2023-08-18

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