Fundus Image-Based Macular Edema Detection Using Convolutional Neural Network

Author:

Aravindan C.,Sharma Vedang,Thaarik Ahamed A.,Yadav Mudit,Chandran Sharath

Publisher

Springer Singapore

Reference10 articles.

1. F.K.P. Sutter, M.C. Gillies, H. Helbig, in Diabetic Macular Edema: Current Treatments. Medical Retina, (Springer, Berlin, Germany, 2007), pp. 131–146

2. C. Agurto, V. Murray, A multiscale optimization approach to detect exudates in the macula. IEEE J. Biomed. Health Inf. 18(4), 1328–1336 (2014)

3. A. Johny, A. Thomas, A novel approach for detection of diabetic macular edema. Proc. Int. Conf. Emerg. Trends Eng. Technol. Sci. (ICETETS), 1–4 (2016)

4. A.M. Syed, M.U. Akram, T. Akram, M. Muzammal, S. Khalid, M.A. Khan, Fundus images-based detection and grading of macular edema using robust macula localization. IEEE Acc. 6, 58784–58793 (2018)

5. A. Abhishek, A. Joshi, K. Madan, T.R. Dastidar, Detection of diabetic macular edema in optical coherence tomography scans using patch based deep learning, in IEEE 15th International Symposium on Biomedical Imaging (ISBI) (2018), pp. 1427–1430

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2. Detection and Classification of Early Stage Diabetic Retinopathy using Artificial Intelligence and Image Processing;2023 International Conference on Intelligent Data Communication Technologies and Internet of Things (IDCIoT);2023-01-05

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